Merge remote-tracking branch 'origin/rustify' into worktree-agent-a9002910a315fe719

Four fixes from Iris's phone report on the dc01f88 build, plus her same-day
follow-up on swipe-vs-tap:

- android/ime.rs: InputConnection now calls InputMethodManager.updateSelection
  after every edit (new update_ime_selection, called from after_input) -- Gboard
  was holding keystrokes back with nothing telling it the app's selection/
  composing region had moved, which read as "doesn't enter it until I hit
  space, doesn't move the caret". New unit tests in widget/text/edit.rs cover
  the buffer-level composing/commit/delete/selection operations directly.

- attr.rs: Selector/Selectable rewritten around a shared on_press dispatcher
  over PressStart/Pressing/PressEnd instead of click_or_drag(), so a field
  that isn't already focused only grants focus (and requests the IME) on a
  completed tap -- press and release with no frame past DRAG_SLOP. A drag
  is never consumed, so whatever is behind the field still sees it. New
  FocusHost::is_focused (both platform impls) and TextEdit::press_origin
  back this. Verified on the emulator: dumpsys input_method's mInputShown
  stays false after a swipe over the composer, true after a tap.

- iris_core: GlyphAtlas::clear()/Textures::reset(), called together from
  android/view.rs's surface_changed exactly when a genuinely new renderer is
  built (app-switch, not the keyboard-resize path that already reuses the
  renderer) -- both CPU-side caches otherwise kept pointing at the old,
  destroyed device's textures. Verified on the emulator: home, reopen, every
  glyph still on screen.

- transcript-ui/composer.rs: rebuilt as one widget (unchanged Stack{rect,
  span} idiom, capped at ~6 lines via MaxSize + .scrollable(), wrapped in one
  Pad whose bottom Composer::set_bottom_inset rewrites in place so the bar
  sits on the IME or nav-bar inset with no rebuild -- rebuilding would drop
  focus/selection/in-progress text). Wired from bench_client.rs's existing
  on_insets_changed.

A second, deeper bug found while verifying the composing fix is NOT fixed
this pass: composed text never becomes visible at all. A new layout_tests.rs
test proves the widget tree's own region math is correct across a keyboard
resize, ruling that out; RUST.md's P0 box has the full writeup and what to
check next (UiRenderState::redraw's single-widget path, or something
force-gles-specific -- this AVD has no Vulkan adapter to rule that out with).

cargo fmt/clippy/test --workspace and cargo ndk clippy all clean.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

.cargo/config.toml

@@ -0,0 +1,6 @@
+# xtask convention (https://github.com/matklad/cargo-xtask), without folding
+# every crate in this repo into one workspace -- they are deliberately
+# independent (see run-tests.sh, which cds into each). `cargo xtask apk`
+# from the repo root runs xtask/src/main.rs directly.
+[alias]
+xtask = "run --quiet --manifest-path xtask/Cargo.toml --"

.claude/skills/ai-app-rigs/SKILL.md

@@ -0,0 +1,244 @@
+---
+name: ai-app-rigs
+description: ai-app's test rigs, harness scripts and reference measurements - ui-sandbox.sh, debug-transcript.sh, transcript-bench.sh, stream-bench.sh, trace-draw.sh, the /usage fixture vocabulary, the fake CLI, the rule that no UI-driving script may tap a coordinate, how to test llama.cpp and ssh on this machine, how importing behaves, and the scroll/stream/explorer numbers not worth re-measuring. Read before running or writing a benchmark, driving the app's UI from a script, exercising the session lifecycle, testing a llama or remote session, or touching the import screen.
+---
+
+# ai-app: rigs, harnesses and measurements
+
+Moved out of `AGENTS.md` on 2026-09-04 so it is read when it is relevant
+rather than sent with every request in this repo -- it was 12 KB of the 35 KB
+that file cost on every one. Unchanged in the move, and still the only copy.
+
+## The rigs
+
+Each exists because something was invisible without it.
+
+- **`app/ui-sandbox.sh`** — a second `ai-server` with its own `$HOME`, config
+  and data directory, holding eight invented Claude Code transcripts and a
+  `claude` that is two lines of shell. **That isolation is the point**: the
+  import screen lists whatever is in `~/.claude/projects`, which in this VM is
+  real agent transcripts, so exercising *delete* against the ordinary server
+  deletes somebody's conversation and exercising *import* starts a real
+  `--resume` on the owner's account.
+  Its port and root derive from the checkout's name, so two checkouts'
+  sandboxes cannot reach each other, and its token is generated once into
+  `~/.config/ai-app/sandbox-token` and carried across restarts along with any
+  the enrolment flow appended — so the emulator app is enrolled **once** (the
+  start banner prints the command) and stays enrolled. It shares the real TLS
+  certificates, because the installed APK pins that CA.
+  Driving verbs, so none of this is re-derived per session:
+  `./ui-sandbox.sh spawn [title]` (an echo session, prints its id),
+  `./ui-sandbox.sh send SID text|@file`, and
+  `./ui-sandbox.sh api /path [curl args]`.
+  `./ui-sandbox.sh keep` restarts the server without wiping the sessions and
+  enrolment already there — for when the fixture under test was expensive to
+  build; plain `start` wipes them, which is right for the list-screen
+  fixtures and wrong for that.
+  It passes `--delay` by default, and `AI_SANDBOX_BIG_MB` puts one large
+  transcript among the small ones while `AI_SANDBOX_SPAWN_DELAY` makes the
+  fake CLI slow to start. Both exist because operations that finish in
+  milliseconds have states on the way that nothing can observe, and an
+  unobservable state is one where broken and working look identical.
+  It also builds a fixture tree at the sandbox home's `~/files` for the
+  explorer, holding the states otherwise only reachable by finding a real
+  machine in one: an empty directory, a name with a tab and one with an
+  apostrophe, a binary file, one over `FILE_LIMIT`, one `chmod 000`, a
+  symlink to a directory and a broken one, a source file per language, and
+  the three sizes the limits were measured against (`edit-32k.rs`,
+  `edit-128k.rs`, `big-source.rs`). Point a session at it with
+  `./ui-sandbox.sh api /sessions/<id>/cwd -X POST -H 'content-type: application/json' -d '{"cwd":"~/files"}'`.
+  The explorer's 409 is produced by editing the file on the machine
+  (`printf … > file`) between pressing the pencil and pressing save.
+- **`app/debug-transcript.sh`** — a real conversation on the emulator. The
+  echo driver is the right rig for most things and the wrong one for anything
+  whose cost scales with what was actually written: a real reply is longer,
+  is real markdown, and carries tool calls whose input and output are
+  kilobytes. Two faults were invisible until a real transcript was loaded — a
+  page of history landing mid-fling threw the reader back to the newest end,
+  and parsing one real reply took 51ms against 4.6ms for a synthetic one.
+  `-b` takes the biggest conversation on the machine rather than the newest,
+  which is what a scrolling test wants; `--stop` takes it down.
+  It copies the transcript into `/tmp` and gives the server a `HOME` of its
+  own, so the import can only see the copy — importing spawns `claude
+  --resume`, and against the real file that is a second CLI writing to a
+  conversation somebody may still be in. **A transcript never goes in this
+  repository**: they hold whatever was said, read and written in that
+  session, and `~/repos` is shared with the host besides.
+- **`/usage` in an echo session puts up an invented meter**, which is how the
+  rate-limit screens' states are reached without spending quota: `/usage 42`,
+  `/usage 95 20` (minutes left), `/usage 42 never` (the between-blocks window
+  with no reset time), `/usage 42 unreadable`, `/usage notloggedin`,
+  `/usage unreachable`, `/usage failed`, `/usage off`. The vocabulary is
+  `usage::Fixture`'s, since those are its states. With none set an echo
+  session meters nothing, which is the ordinary case and draws no bar.
+- **A fake CLI exercises the process lifecycle without a token.** Point a
+  `claude_cli` provider's `command` at a two-line script — `#!/bin/sh` and
+  `cat > /dev/null` — and it behaves the way the lifecycle code cares about:
+  it holds the fifo open, records a real pid, writes nothing, and dies on a
+  signal. So adopt, stop, restart and start are all drivable without a real
+  `--resume` and without spending a turn on somebody's account. Reach for
+  this when what is under test is *whether a process is running*, and for
+  `debug-transcript.sh` when it is *what the transcript draws*.
+- **`app/transcript-bench.sh`** is the standard scroll measurement: it opens
+  the first session (or `-k` keeps the current screen), scrolls a fixed
+  gesture loop, and prints the app's render report — the same one the in-app
+  copy button produces, whose `on screen:` line names what the viewport was
+  holding. Compare two runs with the same gestures; the emulator's absolute
+  frame times transfer nothing, the report's accounting does. Run it either
+  side of any change under `Markdown*.kt`, `Transcript*.kt` or
+  `SessionScreen.kt`'s list, and put the report in the commit. The numbers
+  that move first are the worst `record: one block`, the reparse mean while
+  streaming, and the draw phase's accounting line.
+- **`app/stream-bench.sh [-k] FILE`** is that measurement for a reply still
+  arriving. It taps "Jump to latest" so the list is pinned to the newest end,
+  resets the report, sends FILE, waits for the transcript to stop growing,
+  and prints. Both of those are corrections to a first version that measured
+  nothing: a transcript parked further back never redraws while a reply
+  streams into it, and a session is idle at *both* ends of a turn, so polling
+  for idle answers before the turn has started.
+- **`app/trace-draw.sh`** names what a scrolling frame spends inside the
+  framework, from `atrace` text output with no trace processor needed. It is
+  how the cost of a layout node per link was attributed to the framework
+  rather than guessed at.
+
+### Driving the UI
+
+**No script that drives this app's UI presses a coordinate.** Every control
+is found by the name it already carries for assistive technology —
+`ui-trace record --do "tap 'Session settings'"` — which resolves the label
+against the screen at the moment of the gesture and fails the whole run when
+it is not there. `app/bench-lib.sh` is what the bench scripts share for it. A
+coordinate is a position measured once by hand, and anything that moves the
+control makes the tap land on whatever now sits there — the bench then
+reports a number that was never measured, which reads exactly like a result.
+Both bench scripts pressed the render report at `tap 723 205` until that
+button moved into the session settings dialog on 2026-09-03. The check that
+none has crept back:
+
+    grep -n "tap [0-9]" app/*.sh
+
+Swipes are still coordinates, deliberately: a gesture across a scrolling area
+is a distance rather than a control.
+
+**Two traps in the emulator bench loop**, each of which cost a run.
+`adb shell pm clear` removes the enrolment and the notification permission
+along with the saved anchors, so the next run measures a permission dialog —
+re-enrol with the command `ui-sandbox.sh` prints, and
+`pm grant … POST_NOTIFICATIONS`. And a saved scroll anchor is per session id,
+so the only way two builds start a scroll from the same place is a *fresh
+session for each*.
+
+**The emulator is `~/repos/emulator-tools`' business, not this repo's.**
+`emu up` creates and boots the AVD named after this checkout — whatever `emu
+name` prints, never a name typed out here, since this file is the same in
+every clone. `run-android.sh` is that plus a build and an install. The `adb`
+on `PATH` after sourcing `android-env.sh` is that repo's wrapper, which fills
+in `-s` from the same rule. Gradle does not go through it, so a Gradle init
+script from `emulator-tools` runs `emu check` before `installDebug`,
+`uninstallDebug` and `connectedAndroidTest` and fails rather than fanning out
+to every attached device; when it refuses, say which device you mean at the
+moment you use it — `ANDROID_SERIAL=$(emu serial) ./gradlew …`.
+
+### Testing llama.cpp and ssh here
+
+**Both are set up here as of 2026-09-04** and need nothing typed. The
+prebuilt CPU llama.cpp lives outside the repo at `~/.local/opt/llama.cpp`
+(the 15 MB `ubuntu-x64` release asset) and is symlinked as
+`/usr/local/bin/llama-server`, which is what makes **discovery find it over
+ssh**: `~/.local/bin` is not on the PATH a non-interactive ssh session gets.
+It resolves its own libraries through `$ORIGIN`, so no `LD_LIBRARY_PATH` is
+needed. One model is downloaded — `unsloth/Qwen3-0.6B-GGUF/Qwen3-0.6B-Q8_0.gguf`,
+639 MB under `~/.local/share/ai-app/models` — and answers at usable speed on
+this VM's 8 cores. **Do not test with a 2-bit quant**: the
+IQ2_XXS of that model produces fluent nonsense, which reads exactly like a
+broken driver — `llama-cli` produces the same from the file directly, which
+is how to tell the two apart in a hurry.
+
+There is no second machine, so **ssh this VM to itself**. That is set up
+too: the key is `~/.config/ai-app/ssh-self` (its public half is in
+`~/.ssh/authorized_keys`, labelled removable), and the real config carries a
+setup called **"this vm over ssh"** — `bob@127.0.0.1` with that
+`identityFile` plus
+`options: ["StrictHostKeyChecking=no", "UserKnownHostsFile=/tmp/ai-app-known-hosts"]`
+so it touches nothing real — offering `claude-cli` and `llama-cpp`. It is the
+whole rig for "does a remote llama session work", since the far machine is
+this one and the model file is the same file. For a throwaway setup of your
+own, point a provider's `command` at something harmless like `/bin/echo`
+rather than at `claude`: the transport is what is under test, the process
+exiting immediately is the signal, and it costs no tokens. The remote login
+shell here is **fish**; the
+remote script and `ssh.rs`'s POSIX quoting happen to mean the same thing in
+both, but that is luck rather than design, and a shell that is neither is the
+thing to suspect first if a remote spawn ever mangles an argument.
+
+## Importing
+
+The import list reports each session's **size as well as its line count**,
+because the two disagree in the way that matters: these transcripts embed
+screenshots as base64, so one line can be a megabyte. On this machine a 69 MB
+session has 3,427 lines and a 44 MB one has 6,792 — nothing about a line
+count tells you what continuing a session will cost. Shown, not warned about;
+importing a large session is a choice somebody is entitled to make.
+
+**Never import a Claude Code session that is open in a terminal.** The app
+refuses it — see PLAN.md for the incident that made that a refusal rather
+than a warning.
+
+**One Claude Code session id can name two files, and the listing offers it
+once.** Resuming from a different working directory makes the CLI write a
+second transcript with the same id under that directory's project folder — an
+ordinary state of a machine, not corruption. Everything downstream addresses
+a session by id, and the phone keyed its list on it, so two rows sharing one
+**closed the app** on a Compose duplicate-key throw. `parse_listing` keeps
+the copy with the most lines, because the other is usually a few-hundred-byte
+stub and is often the *newer* of the two, so recency is the wrong key.
+Deleting removes every copy rather than the first, or the row came back after
+a delete that reported success. The phone's half is `uniqueItems`, which
+every list keyed on a server-chosen id goes through: a repeat there must
+never be able to close the app, whatever produced it.
+
+**Deleting a session offers to take the machine's own transcript with it** —
+`DELETE /sessions/{id}?deleteForeign=true`, behind a switch in the
+confirmation, and only where the driver keeps a record of its own
+(`keepsOwnTranscript`, which today means Claude Code). Off by default,
+because leaving that copy is what makes an ordinary delete recoverable — and
+the dialog's paragraph is rewritten when it is on rather than appended to,
+since the sentence promising the conversation "should still be there to
+import again" is exactly the one the switch makes false. The server deletes
+the machine's copy *first*, so a machine it cannot reach leaves the session
+where it was instead of half-deleted.
+
+## Measurements worth not re-taking
+
+- **What the transcript screen costs to scroll.** Taken 2026-08-30 on the GPU
+  emulator against a real imported transcript with the server at
+  `--delay 120`. Settled and flinging fast, both into fresh history and back
+  through rows already drawn: **5.2–5.9% janky frames, 99th percentile
+  29–32ms, 0–2 slow UI-thread frames.** The stock Settings app on the same
+  device is 3.3% and 38ms, so this is at the platform floor. The number that
+  is *not* at the floor is the first few seconds after opening a session,
+  where every row on the way is being composed for the first time; that is
+  inherent to a lazy list and it is why a measurement taken before the screen
+  settles reads three times worse. **Settle first, then reset `gfxinfo`.**
+- **The reset path is not reachable by reopening a session.** Measured
+  2026-09-04 against a session streaming at 20 events a second: reopening one
+  with an anchor 1,800 events back connects **87–119 events behind**, well
+  under `CATCH_UP_LIMIT`'s 200, because the restore is two requests — the
+  opening page, then one span covering the whole distance. To exercise the
+  reset at all you have to lower `CATCH_UP_LIMIT` in a throwaway build; at 5
+  the app takes the reset on a live connection, clears, refills and carries
+  on without reconnecting.
+- **The session screen's stream survives backgrounding here** — 20 seconds at
+  the launcher while 415 events were produced brought no reconnect at all,
+  which is not what the comment above that loop expects, and is most likely
+  this emulator being headless rather than the phone's behaviour.
+- **Reopening a cached session costs one request for one event** (the probe),
+  and scrolling the whole conversation back costs nothing more; a cold open
+  of the same 500-event session is two pages, 100 events. Measured
+  2026-09-04 on the emulator against the sandbox.
+- **Reading is cheap and editing is not.** The viewer handles a 1 MiB,
+  28,000-line file because it draws one row per line; the editor is one
+  `BasicTextField`, which costs two seconds a frame at 128 kB and stops the
+  app at 1 MiB, so `EDIT_LIMIT` caps it at 32 kB with the reason said on
+  screen. If you make the editor faster, that number is what to move.
+  EXPLORER.md's "What the measurements said" has the rest.

.dev-updater.ron

@@ -55,4 +55,21 @@ components: [
         // the terminal the QR would be printed on.
         enroll: "server/enroll-link.sh",
     ),
+    // E5 (RUST.md): app/shellApp packaged by the xtask instead of Gradle
+    // (cargo ndk -> javac -> d8 -> aapt2 -> zipalign -> apksigner), signed
+    // with the same release key as "app" above so the two can install
+    // over each other -- a separate component, not a mode of "app" above,
+    // because it is a different applicationId (com.example.aiapp.shell)
+    // built by a different tool from different sources. No `cwd`: it
+    // defaults to this checkout's root, which both the `cargo xtask`
+    // alias (`.cargo/config.toml`, resolved relative to the working
+    // directory cargo is run from) and `cargo xtask apk`'s own publishing
+    // step (`xtask/build/outputs/apk/<mode>/*.apk`, matching discover.rs's
+    // `*/build/outputs/apk/*/*.apk` pattern -- see apk.rs's module doc)
+    // both need.
+    Apk(
+        name: "shell",
+        modes: ["release", "debug"],
+        build: "cargo xtask apk",
+    ),
 ],

.gitignore

@@ -1,6 +1,7 @@
 .gradle/
 build/
 app/androidApp/build/
+app/shellApp/build/
 local.properties
 .kotlin/
 *.iml
@@ -9,6 +10,11 @@ local.properties
 server/target/
 event-model/target/
 client-core/target/
+android-shell/target/
+
+# E3's native library, built by cargo-ndk straight into the Gradle module
+# (RUST.md) -- an artifact, like server/target/ above, not source.
+app/shellApp/src/main/jniLibs/
 
 # Server logs from a development run (ai-server.log by convention,
 # wg-test.log from ./test-wg-tunnel.sh).
@@ -26,3 +32,11 @@ sessions/
 
 # iris, the in-house UI library, is vendored at iris/ and built by cargo.
 iris/target/
+iris/android-app/target/
+
+# E5's packaging xtask (RUST.md). `build/` above already covers
+# xtask/build/outputs/apk (the published APK, see apk.rs's module doc).
+# The repo root has no Cargo workspace, so this is xtask's own
+# intermediate working files (target/xtask/apk/...), not a shared one.
+xtask/target/
+/target/

AGENTS.md

@@ -5,11 +5,14 @@ replacing the Claude app for daily use. Rust/Axum backend on the desktop,
 Kotlin/Compose Android app, WireGuard + pinned self-signed TLS + bearer token
 between them.
 
-**`PLAN.md` is the design source of truth** — every decision with its date,
-its rationale, and what was rejected. Read it before changing anything
+**`docs/PLAN.md` is the design source of truth** — every decision with its
+date, its rationale, and what was rejected. Read it before changing anything
 structural, and update it in place when a decision changes rather than
 letting this file and the plan become two versions of the truth. This file is
 the working notes layer: layout, commands, rigs, and things that have bitten.
+The design and working documents live under `docs/` — everything except this
+file and `CLAUDE.md`, which stay at the root because that is where Claude
+Code and other agent harnesses look for them.
 
 The central design point, worth not undoing by accident: **a session is a
 child process, translated into one common event model.** A new session type
@@ -22,7 +25,7 @@ Mirrors `../dev-updater` deliberately: same stack (axum 0.8 +
 axum-server/rustls, tokio, clap; Kotlin 2.4.x + Compose Multiplatform, single
 `:androidApp` module), same cert scheme, same registry pattern. Read
 dev-updater's `README.md` and `AGENTS.md` before diverging from them.
-Module-by-module intent is in PLAN.md's "Backend layout".
+Module-by-module intent is in `docs/PLAN.md`'s "Backend layout".
 
 - `server/` — the Rust backend (`ai-server`). `routes.rs`'s module doc
   comment is the HTTP table and the surface's source of truth.
@@ -40,16 +43,23 @@ Module-by-module intent is in PLAN.md's "Backend layout".
   projects version-locked to the commit this repo pins. What deliberately did
   **not** move is the API surface and the config *schema*: routes, drivers,
   sessions and setups are what makes this project itself.
-- `EXPLORER.md` — the file explorer's design (`server/src/files.rs` and
-  `FilesScreen.kt` / `FileViewer.kt` / `FileEditor.kt`).
-- `TRANSCRIPT_CACHE.md` — the phone's copy of what it has been sent. Read it
-  before touching `TranscriptCache.kt`, `TranscriptSource.kt`, or the opening
-  and stream effects in `SessionScreen.kt`.
-- `TODO.md` — the working list.
-- `RUST.md` — the plan for moving the app to Rust (on the `rustify`
-  branch of the `ai-app-2` clone): what has to be reproduced, the
-  framework decision, and the ordered experiments with their pass
-  conditions. Read it before touching anything under that branch.
+- `docs/` — every design and working document except this file and
+  `CLAUDE.md`:
+  - `docs/EXPLORER.md` — the file explorer's design (`server/src/files.rs`
+    and `FilesScreen.kt` / `FileViewer.kt` / `FileEditor.kt`).
+  - `docs/TRANSCRIPT_CACHE.md` — the phone's copy of what it has been sent.
+    Read it before touching `TranscriptCache.kt`, `TranscriptSource.kt`, or
+    the opening and stream effects in `SessionScreen.kt`.
+  - `docs/TODO.md` — the working list.
+  - `docs/RUST.md` — the plan for moving the app to Rust (on the `rustify`
+    branch of the `ai-app-2` clone): what has to be reproduced, the
+    framework decision, and the ordered experiments with their pass
+    conditions. Read it before touching anything under that branch.
+  - `docs/IRIS.md`, `docs/IRIS_TODO.md`, `docs/DECISIONS.md`,
+    `docs/LAYOUT.md`, `docs/TEXTURES.md`, `docs/CLIENT_CORE.md` — iris's
+    own public API log, working list, decisions log, layout/render design,
+    and texture-atlas design, and the client-core crate's design,
+    respectively.
 - `.dev-updater.ron` — what Dev Updater builds here: the server (run as
   `service: Managed(…)`, supervised by Dev Updater's own implementation
   rather than a script kept here) and the APK, in parallel. It points at
@@ -86,7 +96,11 @@ two icon buttons the same width without either being given one — and why
   :androidApp:compileDebugKotlin :androidApp:lintDebug
   :androidApp:testDebugUnitTest`. The unit tests are JVM-only and cover the
   syntax highlighter, the ANSI parser and the transcript cache — the app's
-  pure logic with no Android in it.
+  pure logic with no Android in it. Touching anything under `BenchFixture.kt`,
+  `BenchNetwork.kt`, `BenchRun.kt` or the `bench` build type also needs
+  `:androidApp:compileBenchKotlin :androidApp:lintBench` — a second build
+  type compiles separately and lint has caught real bugs debug alone never
+  would (see "Android Lint" below).
 - **Android Lint is not optional and is not run by a build.** It found a
   crash that had been shipping (`java.time` on a minSdk-24 app with
   desugaring off) and later a permission check that silently dropped every
@@ -146,6 +160,27 @@ two icon buttons the same width without either being given one — and why
 
 Each exists because something was invisible without it.
 
+- **The `bench` build type and `app/bench-fixture/`** exist for P0 (RUST.md
+  and DECISIONS.md's 2026-09-05 entries), the phone benchmark gate Iris
+  asked for before porting continues: a deterministic, checked-in synthetic
+  transcript (`app/bench-fixture/generate.py`, never a real one) that both
+  this app and iris open with no server, so a frame-time comparison
+  measures the renderer rather than the data. `./build-apk.sh bench` builds
+  it — own application id (`com.example.aiapp.bench`) and label ("AI
+  Sessions bench") so it installs beside a real enrollment rather than
+  replacing it. Opening it goes straight to a session screen holding the
+  fixture (no enrollment, no permission prompts) with a "Run benchmark"
+  control beside "Copy" in session settings: it drives the same scroll loop
+  and streaming phase `transcript-bench.sh`/`stream-bench.sh` drive over
+  `ui-trace`, but in-process, since a real phone has no usable system
+  tracing and no agent can drive one (this-machine-android's skill).
+  `BenchFixture.kt`/`BenchNetwork.kt` fake the backend by installing a
+  `URLStreamHandlerFactory` that answers `TranscriptSource`/`EventStream`'s
+  requests from an in-memory copy of the fixture instead of opening a
+  socket — so the fold, the paging and `uniqueItems` under test are the
+  screen's real ones, never a shortcut built just for this. The report
+  gains a `bench:` section (process CPU time, peak RSS, battery current) on
+  every build, empty except when `BenchRun.kt` filled it in.
 - **`app/ui-sandbox.sh`** — a second `ai-server` with its own `$HOME`, config
   and data directory, holding eight invented Claude Code transcripts and a
   `claude` that is two lines of shell. **That isolation is the point**: the
@@ -226,6 +261,13 @@ Each exists because something was invisible without it.
   framework, from `atrace` text output with no trace processor needed. It is
   how the cost of a layout node per link was attributed to the framework
   rather than guessed at.
+- **`iris/android-app/build-apk.sh [debug|release] [--abi ...] [--features
+  ...]`** builds iris-android-app's cdylib (`cargo ndk`) and its APK
+  (Gradle) in one step and verifies the result (`aapt2`/`apksigner`), and
+  **`iris/android-app/run-bench.sh [--apk PATH]`** installs it on this
+  checkout's own emulator, taps "Run benchmark" by label, and prints the
+  report -- written so the P0 build/install/tap/read-report cycle stops
+  being retyped by hand each time (docs/RUST.md's P0 box).
 
 ### Driving the UI
 
@@ -312,7 +354,7 @@ means here:
 ## Sessions outlive the backend
 
 Since 2026-08-29 a session's process is deliberately left running when
-`ai-server` stops, and adopted again when it starts. PLAN.md has the design;
+`ai-server` stops, and adopted again when it starts. docs/PLAN.md has the design;
 day to day:
 
 - **Stopping the server no longer stops the sessions.** After `pkill
@@ -345,7 +387,7 @@ count tells you what continuing a session will cost. Shown, not warned about;
 importing a large session is a choice somebody is entitled to make.
 
 **Never import a Claude Code session that is open in a terminal.** The app
-refuses it — see PLAN.md for the incident that made that a refusal rather
+refuses it — see docs/PLAN.md for the incident that made that a refusal rather
 than a warning.
 
 **One Claude Code session id can name two files, and the listing offers it
@@ -521,4 +563,4 @@ belongs in `~/.claude/TOOLCHAIN.md` or `~/.claude/MACHINE.md` instead.
   `BasicTextField`, which costs two seconds a frame at 128 kB and stops the
   app at 1 MiB, so `EDIT_LIMIT` caps it at 32 kB with the reason said on
   screen. If you make the editor faster, that number is what to move.
-  EXPLORER.md's "What the measurements said" has the rest.
+  docs/EXPLORER.md's "What the measurements said" has the rest.

DECISIONS.md

@@ -0,0 +1,44 @@
+# Decisions awaiting review
+
+Choices made while working autonomously, for Bryan to keep or change. Each
+says what was picked and why; the detail is in the design doc it names.
+Delete an entry once it has been looked at.
+
+## Subagent views (2026-09-05, `SUBAGENTS.md`)
+
+Made on my own judgement, limited blast radius:
+
+1. **A subagent is a transcript, not a session.** It has no process,
+   controls or settings; it is addressed as `/sessions/{id}/subagents/{sub}`
+   and stored under the session's directory, so deleting the session takes
+   it. Alternative rejected: registering it as a session of its own, which
+   would give it a card in the main list and a driver that can do nothing.
+2. **Read-only view is the session screen minus its controls**, rather than
+   a second, simpler transcript screen. Keeps paging, caching, selection
+   and rendering in one place. Cost: a `readOnly` mode threaded through
+   `SessionScreen`.
+3. **The list only carries a count.** Each session row says how many
+   subagents it has; their titles and statuses are fetched when the card is
+   expanded. Keeps `GET /sessions` from reading every subagent transcript.
+   Consequence: an expanded card's statuses refresh with the list, not live.
+4. **Expanded/collapsed is remembered per session on the phone**, not on
+   the server. Collapsed by default, per the transcript convention that new
+   things arrive collapsed.
+5. **Subagents of imported sessions are not shown.** The import path still
+   skips `isSidechain` records; the CLI's own `subagents/agent-*.jsonl` files
+   are not read. Only subagents run while this backend was watching exist.
+6. **Echo grows `/subagent [n]`** as the test rig, so nothing here needs a
+   paid turn to exercise.
+
+Deferred, because they reach further than this feature:
+
+- **Live status on the list.** Whether the session list should follow a
+  stream at all (it refreshes on demand today) decides whether subagent
+  status can ever be live there. Not changed.
+- **Nested subagents.** A subagent's own Task calls are shown as tool calls
+  in its transcript and are not given transcripts of their own. Supporting
+  that is the same mechanism one level down, but the UI would need nested
+  expanders.
+
+- **The subagent status row says "context unknown".** Nothing measures a
+  subagent's context; the row could leave it out rather than admit it.

IRIS.md

@@ -1,79 +0,0 @@
-# iris: notable public API changes
-
-For Iris to read on her own time. Each entry is a change to iris's public
-surface that a widget author or app author would notice: a trait method
-added, removed or re-shaped; a type that callers construct differently; a
-capability that moved. Small and trivial changes do not go here.
-
-An entry gives the date, what changed, why, and a short before/after where
-it helps judge the change without the session that made it. Newest first.
-
-## 2026-09-04: `Widget::draw` reports the size it used; `desired_width`/`desired_height` are gone
-
-A widget used to implement three methods (`draw`, `desired_width`,
-`desired_height`); it now implements one, `fn draw(&mut self, painter: &mut
-Painter) -> Size`, which draws into `painter.region()` and returns how much
-of it was used. Why: the two extra methods routinely re-simulated what
-`draw` was about to do anyway (`Span::desired_ortho` copied its own draw
-loop to get cross-axis sizing right) — one visit per widget per frame
-instead of up to three. A container that needs a child's size before
-placing it (alignment, centering) draws the child once at a provisional
-region, reads the returned `Size`, and calls the new `Painter::reposition`
-to move it into its final spot — an O(1) offset write, not a second draw. A
-widget whose drawn output never depends on the size it's given (a
-fixed-size `Rect`, a decoded `Image`) overrides the new `fn
-is_size_independent(&self) -> bool { false }` to `true`, which skips
-redrawing it when only its offered region changes shape.
-
-```rust
-// before
-fn draw(&mut self, painter: &mut Painter) { /* ... */ }
-fn desired_width(&mut self, ctx: &mut SizeCtx) -> Len { /* ... */ }
-fn desired_height(&mut self, ctx: &mut SizeCtx) -> Len { /* ... */ }
-
-// after
-fn draw(&mut self, painter: &mut Painter) -> Size { /* ... */ }
-```
-
-`SizeCtx` and `Cache` are gone with it — see `LAYOUT.md` for the full
-design, the move-offset mechanism this shipped alongside, and the file
-list.
-
-## 2026-09-04: texture pipeline rebuilt off the binding array
-
-`Textures`/`TextureHandle`, `GlyphPrimitive`, and `UiRenderNode::new` all
-changed shape. Why: the old pipeline bound every texture ever drawn in one
-`binding_array<texture_2d<f32>>` and asked every device, unconditionally,
-for `VK_EXT_descriptor_indexing` — a real share of Android GPUs lack it,
-and it failed outright on the Android emulator's software Vulkan. See
-TEXTURES.md's "Recommended shape" and "Implemented, 2026-09-04".
-
-- **`UiRenderNode::new` drops its `limits: UiLimits` parameter, and
-  `UiLimits` is gone.** Before: `UiRenderNode::new(&device, &queue,
-  &config, UiLimits::default())`. After: `UiRenderNode::new(&device,
-  &queue, &config)`. Nothing replaces it — there are no more
-  binding-array limits to size.
-- **`src/default/render.rs`'s device request asks for no features and no
-  binding-array limits.** Before: `required_features:
-  Features::TEXTURE_BINDING_ARRAY | Features::PARTIALLY_BOUND_BINDING_ARRAY
-  | Features::SAMPLED_TEXTURE_AND_STORAGE_BUFFER_ARRAY_NON_UNIFORM_INDEXING`
-  plus two `max_binding_array_*` limits. After: `Features::empty()` (the
-  `DeviceDescriptor` default) and only `max_buffer_size` set, which was
-  never about the binding array.
-- **`TextureHandle` has no `primitive()` method any more**; a caller
-  outside `iris` shouldn't have been calling it (it fed the old renderer's
-  internals), but if something did: use `image_index()` for a standalone
-  image's bind-group index. There is no equivalent for a page — a page has
-  no bind group of its own now, see below.
-- **`GlyphPrimitive` has no public constructor from a struct literal.**
-  Before: `GlyphPrimitive { uv_min, uv_max, view_idx, sampler_idx, color,
-  flags }`. After: `GlyphPrimitive::new(uv_min, uv_max, layer, color,
-  flags)` — one `layer` (the shared atlas array's layer) instead of a
-  `view_idx`/`sampler_idx` pair, since a page is now a layer of one array
-  texture rather than its own bound texture.
-- **A widget author drawing images is unaffected**: `Painter::texture`/
-  `texture_at`/`texture_within` and `Textures::add` keep their signatures.
-  What changed underneath is that each standalone image now gets its own
-  `wgpu::BindGroup` and draw call instead of a slot in the shared array —
-  invisible from the widget API, visible only in `UiRenderNode`'s internals
-  and in `iris`'s device requirements.

IRIS_TODO.md

@@ -1,66 +0,0 @@
-# iris: known problems and things still to build
-
-Iris's own list for the library, recorded 2026-09-04 in her words where it
-matters, so the agents working through RUST.md pick these up in a sensible
-order rather than rediscovering them. Each item says where it sits in the
-order and what "done" looks like. Tick and date them in place.
-
-## Fix
-
-- [x] **Input does not fall through by input type (2026-09-04).**
-  `SensorUi::run_sensors` (`src/default/sense.rs`) used to set "consumed,
-  stop checking lower layers" from mere hover — a widget registered for
-  nothing but `click()` blocked a `Scroll` meant for whatever was behind
-  it, since "the cursor is over this widget" and "this widget handled the
-  event" were the same check. Fixed by judging consumption per input
-  kind: with no button transition and no scroll happening this frame
-  ("momentary" activity), the topmost hovered widget still wins, same as
-  before; when something momentary *is* happening, only a widget whose
-  registered senses actually include a matching non-hover one (checked
-  via a new `TypeEventManager::registered`, which lists what a widget
-  registered without running anything) consumes it, so a widget with only
-  `Hovering`/click handlers can no longer block a scroll from reaching a
-  list underneath. `iris/src/sense_tests.rs` builds a button-over-a-list
-  `Stack` with a plain `HasEvents` impl (no GPU or window) and checks both
-  directions: a scroll over the button reaches the list, and a real click
-  still reaches the button — confirmed to fail on the pre-fix code and
-  pass after.
-
-## Build
-
-- [ ] **Benchmarks**, not unit tests, run on demand (a `benches/` or a
-  script under `iris/`, never in `cargo test`). The scenario that matters
-  most is a **message list** — chat apps and this app's transcript alike —
-  stressed with many messages and many images. One case in particular:
-  **resizing an input box** (typing enough text to grow it) that pushes a
-  long list of messages above it must stay very fast and recalculate
-  almost nothing — a move of everything above, not a re-layout. That is
-  exactly the O(1) move chain in LAYOUT.md; the benchmark is what proves
-  it. Done when the numbers are in this file with the command, and the
-  input-box case reports draws re-run, not just frame time.
-- [ ] **Masks defined relative to each other.** Wanted: mask A multiplies
-  by something *and also* applies mask B — a mask can reference a parent
-  mask, the way the move chain references a parent offset. Today masks
-  are independent regions. Design it beside the move chain (same shape:
-  a parent index and a bounded walk in the shader); do it when a real
-  widget needs it, not before.
-- [ ] **Positions as a single float per scroll.** Iris raised, and half
-  rejected, letting a scroll update one float rather than positions:
-  input handling cares about most elements in a list, so absolute
-  positions must be computed on the CPU anyway. LAYOUT.md's design
-  already lands here (GPU walks the chain, CPU resolves on demand for
-  hit tests). Keep the CPU resolution lazy and per query; do not
-  materialise every row's absolute position per frame.
-- [ ] **Animations, last.** Cosmetic, so after everything above. Must be
-  **modular — a piece of the library rather than a core part forced into
-  everything, the same way input is**. Whatever the mechanism, a widget
-  that does not animate must pay nothing and import nothing for it.
-
-## Reconsider
-
-- [ ] **`WidgetView`.** Iris is unsure of it: what she wants is an easy way
-  to compose a widget from others (a button is the main case). With
-  sizing folded into `draw`, composing may be easy enough that `View` is
-  redundant. Decide after the layout change lands, by writing a button
-  both ways and keeping the one that is shorter to explain; delete the
-  other rather than keeping two ways.

SUBAGENTS.md

@@ -0,0 +1,141 @@
+# Subagents
+
+A session's subagents -- the helpers a Claude Code session starts through its
+Task tool -- each get a transcript of their own, listed under the session's
+card and readable in the same transcript view the session has. Designed
+2026-09-05; the decisions Bryan has not yet reviewed are in `DECISIONS.md`.
+
+## What a subagent is here
+
+**A subagent is a second transcript owned by a session, in the same event
+model, with no process and no controls.** It is not a session: it cannot be
+messaged, stopped or started, and it has no setup, model or usage of its
+own. Everything it shares with a session -- the transcript file format, the
+paging routes, the SSE stream, the phone's cache and rendering -- is reused
+by addressing, not by copying.
+
+The CLI reports a subagent's messages on the parent's own stream-json
+output, each carrying `parent_tool_use_id` = the id of the Task `tool_use`
+that started it. Before this the translator dropped those lines
+(`subagent_events_are_not_duplicated_into_the_transcript`); now it routes
+them to that subagent's own translator and transcript. The parent's
+transcript still shows only the Task call itself.
+
+## Storage
+
+Under the session directory:
+
+```
+<session>/subagents/<tool_use_id>/meta.json        {title, created}
+<session>/subagents/<tool_use_id>/transcript.jsonl same SeqEvent lines as the session's
+```
+
+The id is the Task tool_use id (`toolu_…`), which is unique, stable across a
+backend restart, and already the key everything on the parent side uses.
+Only ids matching `[A-Za-z0-9_-]+` are ever created or looked up, since the
+id becomes a path.
+
+The transcript's sequence numbers are its own, starting at 1. `Transcript`,
+`read_window`, `catch_up` and `read_after` work on it unchanged.
+
+Its path out: deleting the session deletes its directory, subagents included.
+There is no separate delete.
+
+## Lifecycle, as events in the subagent's transcript
+
+1. Created on the first child line for an unseen parent id (or, when the
+   parent Task call was seen, at that call). First lines written:
+   `Status Running`, then `UserMessage { text: <the Task's prompt> }` when
+   the prompt is known -- it genuinely is the subagent's first user turn.
+2. Every child line is translated by that subagent's own `Translator`
+   (one per subagent: tool ids are unique but streaming deltas are by
+   content-block index, and parallel subagents interleave).
+3. **The parent's `tool_result` never finishes a subagent.** The Task tool
+   runs in the background by default: the `tool_result` -- "Async agent
+   launched..." -- arrives the moment it *starts*, while the subagent goes
+   on working for however long its own turn takes, sometimes minutes. What
+   ends it is its own turn ending: the raw API's `message_delta` on its
+   stream carrying `stop_reason: "end_turn"` (a `stop_reason` of `tool_use`
+   is the model about to call one, not an end), or a `result` line for its
+   own turn if a future CLI version ever sends one. Either maps to
+   `Status Exited`; the subagent's vocabulary has no `Idle`, so the
+   equivalent event `dispatch` produces for an ordinary session is dropped
+   rather than written. A shipped version of this finished on the
+   `tool_result` instead, which read a running background agent as
+   "finished" with its transcript truncated at the moment it launched.
+4. **A child line for a subagent that already finished reopens it**
+   (`Status Running`) rather than being dropped: a background Task can be
+   sent another message long after its first turn ended, and that is
+   exactly what a further line for it means. Same transcript, same child
+   `Translator`, just picking back up.
+5. When the parent session's process exits (`Status Exited` on the
+   session), every subagent still `Running` gets `Status Exited` too: its
+   process was the parent's.
+
+A subagent that was mid-flight when the backend restarted keeps working:
+the registry reopens the existing transcript on the next child line, and
+the file continues its sequence -- the same reopening #4 describes, whether
+what closed it was a restart or its own `end_turn`. If its turn ended while
+the backend was down nothing recorded that until the next line arrives, so
+its last status stays `Running`, which the list reports as **unknown**
+rather than as running (see the wire shape) until then.
+
+Title: the Task call's `description` input, then ` (<subagent_type>)` when
+one is given; falling back to the tool's name when the child arrives before
+(or without) the parent call being seen.
+
+## Server layout
+
+- `session/subagent.rs` -- the registry: `Subagents` (per session, in
+  `Shared`), `Subagent` (its `Transcript` behind a mutex plus a
+  `broadcast::Sender<SeqEvent>`), `record(id, event)`, `start(id, title,
+  prompt)`, `finish(id)`, `reopen(id)`, `finish_all()`, `list()` from disk. Drivers get an
+  `Arc<Subagents>` beside their `EventSink`; llama ignores it.
+- `session/claude/translate.rs` -- routes child lines by parent id, holds
+  one child `Translator` per subagent, remembers pending Task calls'
+  description/prompt/subagent_type.
+- `session/echo.rs` -- `/subagent [n]`: the test rig. Starts *n* (default 1)
+  subagents at once, each named "helper k". Each writes the prompt as its
+  user message, streams a few words of text, runs one `Bash` tool call, then
+  finishes about three seconds after starting, and the parent's Task calls
+  end when their subagent does. Three seconds so the running state can be
+  seen on the phone.
+- `routes.rs` -- three routes, in the doc table.
+
+## Wire shape
+
+```
+GET /sessions/{id}                       SessionInfo gains `subagents: N` (count, 0 when none)
+GET /sessions                            same field on each row
+GET /sessions/{id}/subagents             [{id, title, status, created, lastActivity}], oldest first
+GET /sessions/{id}/subagents/{sub}/transcript   exactly the session transcript's query and answer
+GET /sessions/{id}/subagents/{sub}/events?after=N  exactly the session events stream
+```
+
+`status` is the transcript's last `Status` event, serialised like a session's
+(`running`, `exited`), except that a subagent whose session is not itself
+running cannot be running: the list answers `unknown` for that one. The
+phone words these as *running*, *finished* and *unknown* on the subcard.
+
+The count on `SessionInfo` is a directory listing, so the list stays cheap.
+The per-subagent status is only read when the list route is asked for.
+
+## Phone
+
+- `SessionSummary.subagents: Int`. A card with a non-zero count ends in an
+  expander row -- a full-width `Chevron(Pointing.Down)` row that flips to
+  `Pointing.Up` -- collapsed by default. Expanding fetches
+  `/sessions/{id}/subagents` and draws one `OutlinedCard` per subagent,
+  indented inside the session card, the way dev-updater draws a project's
+  components: title, then the status word and a relative time. The
+  expansion state is per session id and survives a refresh of the list.
+- Tapping a subcard opens `Screen.Subagent`, which is `SessionScreen` in
+  **read-only** form: the same transcript, paging, cache, selection,
+  images and status row, with the composer, the process button, the model
+  picker, the files button, the settings cog and the usage bar left out.
+  The header shows the subagent's title with the session's title beneath
+  it. Back returns to the list.
+- Addressing: `fetchTranscript`, `EventStream`, `TranscriptSource` and the
+  cache take a transcript address rather than a session id --
+  `sessions/{id}` or `sessions/{id}/subagents/{sub}` -- so the cache nests a
+  subagent's copy under its session's and the same code serves both.

android-shell/Cargo.toml

@@ -0,0 +1,36 @@
+[package]
+name = "android-shell"
+version = "0.1.0"
+edition = "2024"
+
+# The JNI bridge behind E3's two Java stub classes (`MainActivity`,
+# `NotificationService` -- see RUST.md's "How much Java is unavoidable" for
+# why those two classes cannot be anything but Java/Kotlin, registered from
+# the manifest by name). Everything they would otherwise have done in
+# Kotlin -- the SSE follow loop, deciding where a notification is shown,
+# picking a session for a share -- is here instead, built on `client-core`
+# so the networking and parsing are not duplicated a third time next to the
+# server and the Kotlin app.
+#
+# `cdylib` for `System.loadLibrary`; `lib` too so `cargo test`/`clippy` run
+# on a normal host target without an Android NDK toolchain, the same
+# posture `client-core` and `server` already have.
+
+[lib]
+name = "android_shell"
+crate-type = ["cdylib", "lib"]
+
+[dependencies]
+client-core = { path = "../client-core" }
+jni = "0.22"
+log = "0.4"
+
+# `LogErrorAndDefault` (the `native_method!` error policy this crate uses
+# throughout, see lib.rs) logs through the `log` facade, which is a no-op
+# without a backend installed -- so without this, every recoverable error
+# at a native entry point would be silently dropped rather than reaching
+# logcat. Android-only: nothing else here needs it, and it does not build
+# off-device (see `notify::ensure_logger`'s call site, the only place this
+# is used).
+[target.'cfg(target_os = "android")'.dependencies]
+android_logger = "0.15"

android-shell/src/jcall.rs

@@ -0,0 +1,152 @@
+//! Thin wrappers around the five `Env` calls this crate makes constantly
+//! (a class name, a method name and a signature, all as plain `&str`).
+//!
+//! `jni` 0.22 wants a class or method *name* as `AsRef<JNIStr>` (its own
+//! modified-UTF-8 type; `JNIString::new` is the runtime conversion, used
+//! here uniformly rather than switching to the compile-time `jni_str!`
+//! literal macro call by call -- these are a handful of short, one-off
+//! lookups, not a hot loop, so the difference is not worth two code paths
+//! for the same thing) and a *signature* as a parsed `MethodSignature`/
+//! `FieldSignature`, which is why those go through
+//! `RuntimeMethodSignature`/`RuntimeFieldSignature::from_str` instead: the
+//! parsed form is what lets these calls skip re-validating the signature
+//! against the arguments on every call, which is the whole reason `jni`
+//! moved to it.
+//!
+//! **The classloader gotcha, found by testing (2026-09-05).** A class
+//! lookup by name (`find_class`, `new_object`, `call_static_method`,
+//! `get_static_field` -- anything that resolves a *class*, as opposed to
+//! `call_method` on an object it already has, which needs no such lookup)
+//! defaults to `FindClass`'s ordinary search when it cannot find the
+//! calling thread a classloader through `Thread.getContextClassLoader()`.
+//! That default is fine on a thread the JVM itself started -- an
+//! `onCreate`/`onStartCommand` callback -- but every one of these calls
+//! from `android-shell`'s own background thread (the notification
+//! follow-loop, the share upload) is running on a thread *Rust* spawned
+//! and attached with `JavaVM::attach_current_thread`, which the platform
+//! never gave an app classloader. Framework classes
+//! (`android.app.Notification$Builder`, ...) still resolve, because they
+//! are reachable from the bootstrap loader `FindClass` falls back to --
+//! `androidx.core.app.NotificationManagerCompat` is not, since it is
+//! packaged inside this app's own APK. The failure was
+//! `Error::NoClassDefFound`, logged by `notify::show`'s `LogErrorAndDefault`
+//! as "failed to resolve Java class ... (class not found or linkage
+//! error)" -- on a real device this reads as "the notification silently
+//! never arrives," since the whole call is inside the follow loop and the
+//! ongoing foreground notification (built on the main thread, in
+//! `try_start`, before the background thread exists) posts fine either
+//! way. `remember_class_loader` caches the app's own `ClassLoader` the
+//! first time any entry point has a `Context` to ask, and every class
+//! lookup below goes through it explicitly via `LoaderContext::Loader`
+//! rather than the thread-dependent default -- so it is correct on the
+//! main thread and on this crate's own background threads alike.
+
+use jni::Env;
+use jni::errors::Result;
+use jni::objects::{JClass, JClassLoader, JObject, JValue, JValueOwned};
+use jni::refs::{Global, LoaderContext};
+use jni::signature::{RuntimeFieldSignature, RuntimeMethodSignature};
+use jni::strings::JNIString;
+use std::sync::OnceLock;
+
+static CLASS_LOADER: OnceLock<Global<JClassLoader<'static>>> = OnceLock::new();
+
+/// Caches `context`'s own `ClassLoader`, the first time this is called.
+/// Cheap to call from every entry point that has a `Context` on hand
+/// (`MainActivity`'s and `NotificationService`'s all do): later calls are
+/// a `OnceLock::get` and nothing else.
+pub fn remember_class_loader(env: &mut Env, context: &JObject) -> Result<()> {
+    if CLASS_LOADER.get().is_some() {
+        return Ok(());
+    }
+    // context.getClass().getClassLoader() -- resolved via `call_method` on
+    // real objects throughout, so this needs no class-name lookup of its
+    // own and has nothing to bootstrap.
+    let class_obj = call_method(env, context, "getClass", "()Ljava/lang/Class;", &[])?.l()?;
+    let loader_obj = call_method(
+        env,
+        &class_obj,
+        "getClassLoader",
+        "()Ljava/lang/ClassLoader;",
+        &[],
+    )?
+    .l()?;
+    let loader = env.cast_local::<JClassLoader>(loader_obj)?;
+    let global = env.new_global_ref(&loader)?;
+    // Lost the race with another entry point calling this concurrently --
+    // both loaders name the same app, so either one is fine and there is
+    // nothing to reconcile.
+    let _ = CLASS_LOADER.set(global);
+    Ok(())
+}
+
+/// Resolves `name` (slash-separated, e.g. `androidx/core/app/NotificationCompat`)
+/// through the cached app classloader when one has been remembered, and
+/// through the ordinary default otherwise -- which is every call made
+/// before any entry point has run, and is also correct for a main-thread
+/// caller, so there is no case this makes worse.
+fn resolve_class<'local>(env: &mut Env<'local>, name: &str) -> Result<JClass<'local>> {
+    match CLASS_LOADER.get() {
+        Some(loader) => {
+            let binary_name = name.replace('/', ".");
+            LoaderContext::Loader(loader).load_class(env, JNIString::new(&binary_name), true)
+        }
+        None => env.find_class(JNIString::new(name)),
+    }
+}
+
+pub fn find_class<'local>(env: &mut Env<'local>, name: &str) -> Result<JClass<'local>> {
+    resolve_class(env, name)
+}
+
+/// A new Java string as a plain `JObject` -- what every call site here
+/// wants it as (`JValue::Object` takes `&JObject`, not `&JString`, and
+/// `JString: Into<JObject>` is the documented way across).
+pub fn jstr_obj<'local>(env: &mut Env<'local>, text: impl AsRef<str>) -> Result<JObject<'local>> {
+    Ok(env.new_string(text)?.into())
+}
+
+pub fn new_object<'local>(
+    env: &mut Env<'local>,
+    class: &str,
+    sig: &str,
+    args: &[JValue],
+) -> Result<JObject<'local>> {
+    let sig = RuntimeMethodSignature::from_str(sig)?;
+    let class = resolve_class(env, class)?;
+    env.new_object(class, sig.method_signature(), args)
+}
+
+pub fn call_method<'local>(
+    env: &mut Env<'local>,
+    obj: &JObject,
+    method: &str,
+    sig: &str,
+    args: &[JValue],
+) -> Result<JValueOwned<'local>> {
+    let sig = RuntimeMethodSignature::from_str(sig)?;
+    env.call_method(obj, JNIString::new(method), sig.method_signature(), args)
+}
+
+pub fn call_static_method<'local>(
+    env: &mut Env<'local>,
+    class: &str,
+    method: &str,
+    sig: &str,
+    args: &[JValue],
+) -> Result<JValueOwned<'local>> {
+    let sig = RuntimeMethodSignature::from_str(sig)?;
+    let class = resolve_class(env, class)?;
+    env.call_static_method(class, JNIString::new(method), sig.method_signature(), args)
+}
+
+pub fn get_static_field<'local>(
+    env: &mut Env<'local>,
+    class: &str,
+    field: &str,
+    sig: &str,
+) -> Result<JValueOwned<'local>> {
+    let sig = RuntimeFieldSignature::from_str(sig)?;
+    let class = resolve_class(env, class)?;
+    env.get_static_field(class, JNIString::new(field), sig.field_signature())
+}

android-shell/src/lib.rs

@@ -0,0 +1,131 @@
+//! The JNI bridge behind E3's two Java stub classes. See `Cargo.toml`'s
+//! package comment for what this crate is and RUST.md's E3 entry for the
+//! design decisions.
+//!
+//! Each native method is declared with `jni`'s [`native_method!`] macro
+//! rather than a hand-written `#[no_mangle] extern "system" fn Java_...`:
+//! the macro derives the mangled export name and the JNI signature from the
+//! Rust function itself, so the two cannot drift apart the way a
+//! hand-typed name string and a hand-typed `"(Landroid/...;)V"` signature
+//! routinely do. `error_policy = LogErrorAndDefault` matches
+//! `Notifications.kt`'s own posture: a failure here (a lost connection, a
+//! JNI call that threw) is reported to logcat, not thrown back into Java
+//! as an exception that would crash the app over something recoverable.
+//!
+//! Each `const _: NativeMethod = native_method! { ... };` binding is
+//! otherwise unused by name -- `_` is the idiomatic way to keep a
+//! side-effecting const (here, generating the `#[export_name]`d function
+//! the JVM resolves by the JNI naming convention) without a `dead_code`
+//! warning for a binding nothing reads.
+
+mod jcall;
+mod notify;
+mod settings;
+mod share;
+
+use jni::errors::LogErrorAndDefault;
+use jni::objects::{JClass, JObject};
+use jni::sys::jint;
+use jni::{Env, NativeMethod, native_method};
+
+/// Installs the `log` backend that routes to logcat, once per process.
+/// Without it, `LogErrorAndDefault` (every native method below) and any
+/// `log::error!` inside `jni` itself (e.g. `JString`'s `Display` fallback)
+/// call into the `log` facade's default no-op logger, and a real failure
+/// vanishes with nothing on logcat to say so -- silently *more* wrong than
+/// crashing, since nothing on screen or in the log says a notification was
+/// dropped. Called from every entry point below rather than a Java-side
+/// `Application.onCreate`, since this crate deliberately has no such class
+/// to hook (see RUST.md's E3 entry on the two-Java-classes floor).
+fn ensure_logger() {
+    static ONCE: std::sync::Once = std::sync::Once::new();
+    ONCE.call_once(|| {
+        #[cfg(target_os = "android")]
+        android_logger::init_once(
+            android_logger::Config::default()
+                .with_max_level(log::LevelFilter::Debug)
+                .with_tag("android-shell"),
+        );
+    });
+}
+
+// The parameters are spelled as their Java types, not as `JObject`: the
+// macro encodes each argument into the exported symbol's JNI signature
+// (and JNI resolves `Java_...` names *by* that signature), so a generic
+// `JObject` here would export `(Ljava/lang/Object;...)` against a Java
+// method actually declared `(Landroid/app/Activity;...)` -- two different
+// symbols that never resolve to each other, silently, with no compiler
+// error on either side. `android.app.Activity` etc. have no dedicated
+// Rust wrapper in this crate, so they fall back to plain `JObject` in the
+// implementation functions below (the "Built-in Types" note in
+// `native_method!`'s docs).
+const _: NativeMethod = native_method! {
+    java_type = "com.example.aiapp.shell.MainActivity",
+    static extern fn native_handle_intent(activity: android.app.Activity, intent: android.content.Intent) -> (),
+    error_policy = LogErrorAndDefault,
+};
+
+/// `MainActivity.nativeHandleIntent` -- called from `onCreate` and
+/// `onNewIntent`. See `share::handle_intent` for what an intent can mean.
+fn native_handle_intent<'local>(
+    env: &mut Env<'local>,
+    _class: JClass<'local>,
+    activity: JObject<'local>,
+    intent: JObject<'local>,
+) -> Result<(), jni::errors::Error> {
+    ensure_logger();
+    jcall::remember_class_loader(env, &activity)?;
+    share::handle_intent(env, &activity, &intent)
+}
+
+const _: NativeMethod = native_method! {
+    java_type = "com.example.aiapp.shell.NotificationService",
+    static extern fn native_sync(context: android.content.Context) -> (),
+    error_policy = LogErrorAndDefault,
+};
+
+/// `NotificationService.nativeSync` -- called both from `MainActivity` (an
+/// enrollment may have just landed) and from `NotificationService.sync`
+/// itself. See `notify::sync`.
+fn native_sync<'local>(
+    env: &mut Env<'local>,
+    _class: JClass<'local>,
+    context: JObject<'local>,
+) -> Result<(), jni::errors::Error> {
+    ensure_logger();
+    jcall::remember_class_loader(env, &context)?;
+    notify::sync(env, &context)
+}
+
+const _: NativeMethod = native_method! {
+    java_type = "com.example.aiapp.shell.NotificationService",
+    static extern fn native_on_start_command(service: android.app.Service) -> jint,
+    error_policy = LogErrorAndDefault,
+};
+
+/// `NotificationService.nativeOnStartCommand`. See `notify::on_start_command`.
+fn native_on_start_command<'local>(
+    env: &mut Env<'local>,
+    _class: JClass<'local>,
+    service: JObject<'local>,
+) -> Result<jint, jni::errors::Error> {
+    ensure_logger();
+    jcall::remember_class_loader(env, &service)?;
+    Ok(notify::on_start_command(env, service))
+}
+
+const _: NativeMethod = native_method! {
+    java_type = "com.example.aiapp.shell.NotificationService",
+    static extern fn native_on_destroy() -> (),
+    error_policy = LogErrorAndDefault,
+};
+
+/// `NotificationService.nativeOnDestroy`. See `notify::on_destroy`.
+fn native_on_destroy<'local>(
+    _env: &mut Env<'local>,
+    _class: JClass<'local>,
+) -> Result<(), jni::errors::Error> {
+    ensure_logger();
+    notify::on_destroy();
+    Ok(())
+}

android-shell/src/notify.rs

@@ -0,0 +1,556 @@
+//! Where a notification is said, and the foreground service that keeps
+//! the connection open while the app is closed. Ported from
+//! `Notifications.kt`'s `NotificationService`, minus the "session on
+//! screen" / "hand to the app as a banner" branches: those read
+//! process-wide state that only exists because a screen is drawn to
+//! register against, and this experiment draws no screen yet (that is
+//! E4's job, on iris). So every notification here takes the third branch
+//! Kotlin's `show` already had -- the platform's own drawer -- which is
+//! also exactly the case E3's pass condition asks for: **a notification
+//! arrives with the app closed.**
+
+use std::sync::atomic::{AtomicBool, Ordering};
+use std::time::Duration;
+
+use client_core::api::UreqTransport;
+use client_core::notifications::{SessionNotification, follow_notifications};
+use jni::Env;
+use jni::errors::Result;
+use jni::objects::{JObject, JValue};
+use jni::sys::{JNI_TRUE, jint};
+
+use crate::settings::{self, ServerSettings};
+
+const ALERT_CHANNEL: &str = "sessions";
+const ONGOING_CHANNEL: &str = "connection";
+const ONGOING_ID: i32 = 1;
+const ALERT_ID: i32 = 2;
+/// Same backoff as `Notifications.kt`'s `RECONNECT_DELAY_MS`.
+const RECONNECT_DELAY: Duration = Duration::from_millis(5_000);
+
+/// Whether the follow-loop thread is already running. **A deviation from
+/// `Notifications.kt`, found by testing rather than planned**: the Kotlin
+/// `onStartCommand` spawns a fresh `thread(isDaemon = true) { follow(...) }`
+/// on *every* call, with nothing to notice a previous one is still going --
+/// and `sync()` calling `startForegroundService` when the service is
+/// already running is an ordinary Android start, not a restart, so
+/// `onStartCommand` runs again. Enrolling from `MainActivity` (which calls
+/// `sync` once itself, then again inside `handle_enrollment` after saving
+/// the token) hits exactly this path and was observed opening **two**
+/// concurrent connections to `/notifications` from one process -- caught
+/// on this build via `adb logcat` showing two `jni::vm::java_vm: Attached
+/// thread ai-app-notifications` lines for one enrollment. Guarded here
+/// rather than left to match Kotlin's behaviour exactly, since duplicating
+/// a live connection is a resource leak with no upside; worth carrying the
+/// same guard back to `Notifications.kt` separately.
+static RUNNING: AtomicBool = AtomicBool::new(false);
+
+/// Set by `nativeOnDestroy`, checked by the follow loop between
+/// reconnects. **Known gap, recorded rather than hidden**: unlike
+/// `HttpURLConnection.disconnect()` in the Kotlin original, nothing here
+/// can interrupt a `ureq` read already blocked inside one connection --
+/// `Transport::stream` hands back a plain `Read` with no cancellation
+/// handle. So a stop lands at the next reconnect, not mid-read. `/notifications`
+/// is idle between events (a keep-alive, per `server/src/routes.rs`), so in
+/// practice this is a bounded wait rather than a hang; closing that gap
+/// for real means adding a cancellation point to `client_core::Transport`,
+/// which is a decision affecting every caller of that trait, not just this
+/// one -- left for whoever next depends on prompt shutdown.
+static STOPPING: AtomicBool = AtomicBool::new(false);
+
+fn static_int(env: &mut Env, class: &str, field: &str) -> Result<i32> {
+    crate::jcall::get_static_field(env, class, field, "I")?.i()
+}
+
+fn notification_manager<'l>(env: &mut Env<'l>, context: &JObject) -> Result<JObject<'l>> {
+    crate::jcall::call_static_method(
+        env,
+        "androidx/core/app/NotificationManagerCompat",
+        "from",
+        "(Landroid/content/Context;)Landroidx/core/app/NotificationManagerCompat;",
+        &[JValue::Object(context)],
+    )?
+    .l()
+}
+
+fn create_channel(
+    env: &mut Env,
+    manager: &JObject,
+    id: &str,
+    name: &str,
+    importance: i32,
+) -> Result<()> {
+    let id_j = crate::jcall::jstr_obj(env, id)?;
+    let builder = crate::jcall::new_object(
+        env,
+        "androidx/core/app/NotificationChannelCompat$Builder",
+        "(Ljava/lang/String;I)V",
+        &[JValue::Object(&id_j), JValue::Int(importance)],
+    )?;
+    let name_j = crate::jcall::jstr_obj(env, name)?;
+    crate::jcall::call_method(
+        env,
+        &builder,
+        "setName",
+        "(Ljava/lang/CharSequence;)Landroidx/core/app/NotificationChannelCompat$Builder;",
+        &[JValue::Object(&name_j)],
+    )?;
+    let channel = crate::jcall::call_method(
+        env,
+        &builder,
+        "build",
+        "()Landroidx/core/app/NotificationChannelCompat;",
+        &[],
+    )?
+    .l()?;
+    crate::jcall::call_method(
+        env,
+        manager,
+        "createNotificationChannel",
+        "(Landroidx/core/app/NotificationChannelCompat;)V",
+        &[JValue::Object(&channel)],
+    )?;
+    Ok(())
+}
+
+/// Two channels, because they are two different things to be told -- see
+/// `Notifications.kt`'s `createChannels` for the reasoning; the names and
+/// importances here are copied from it exactly, since a phone that has
+/// seen both apps should not learn two different vocabularies for the
+/// same fact.
+fn create_channels(env: &mut Env, context: &JObject) -> Result<()> {
+    let manager = notification_manager(env, context)?;
+    let default = static_int(
+        env,
+        "androidx/core/app/NotificationManagerCompat",
+        "IMPORTANCE_DEFAULT",
+    )?;
+    let min = static_int(
+        env,
+        "androidx/core/app/NotificationManagerCompat",
+        "IMPORTANCE_MIN",
+    )?;
+    create_channel(
+        env,
+        &manager,
+        ALERT_CHANNEL,
+        "Sessions needing attention",
+        default,
+    )?;
+    create_channel(env, &manager, ONGOING_CHANNEL, "Staying connected", min)?;
+    Ok(())
+}
+
+fn new_intent_for<'l>(
+    env: &mut Env<'l>,
+    context: &JObject,
+    class_name: &str,
+) -> Result<JObject<'l>> {
+    let target_class = crate::jcall::find_class(env, class_name)?;
+    crate::jcall::new_object(
+        env,
+        "android/content/Intent",
+        "(Landroid/content/Context;Ljava/lang/Class;)V",
+        &[JValue::Object(context), JValue::Object(&target_class)],
+    )
+}
+
+/// The intent a tap on an alert opens -- mirrors `Notifications.kt`'s
+/// `sessionIntent`, including building the URI through `Uri.Builder`
+/// rather than string concatenation, for the same reason: an id needing
+/// escaping must survive the round trip.
+fn session_intent<'l>(
+    env: &mut Env<'l>,
+    context: &JObject,
+    session_id: &str,
+) -> Result<JObject<'l>> {
+    let intent = new_intent_for(env, context, "com/example/aiapp/shell/MainActivity")?;
+    let action_view = crate::jcall::jstr_obj(env, "android.intent.action.VIEW")?;
+    crate::jcall::call_method(
+        env,
+        &intent,
+        "setAction",
+        "(Ljava/lang/String;)Landroid/content/Intent;",
+        &[JValue::Object(&action_view)],
+    )?;
+    let builder = crate::jcall::new_object(env, "android/net/Uri$Builder", "()V", &[])?;
+    let scheme = crate::jcall::jstr_obj(env, settings::SCHEME)?;
+    crate::jcall::call_method(
+        env,
+        &builder,
+        "scheme",
+        "(Ljava/lang/String;)Landroid/net/Uri$Builder;",
+        &[JValue::Object(&scheme)],
+    )?;
+    let authority = crate::jcall::jstr_obj(env, "session")?;
+    crate::jcall::call_method(
+        env,
+        &builder,
+        "authority",
+        "(Ljava/lang/String;)Landroid/net/Uri$Builder;",
+        &[JValue::Object(&authority)],
+    )?;
+    let path = crate::jcall::jstr_obj(env, session_id)?;
+    crate::jcall::call_method(
+        env,
+        &builder,
+        "appendPath",
+        "(Ljava/lang/String;)Landroid/net/Uri$Builder;",
+        &[JValue::Object(&path)],
+    )?;
+    let uri = crate::jcall::call_method(env, &builder, "build", "()Landroid/net/Uri;", &[])?.l()?;
+    crate::jcall::call_method(
+        env,
+        &intent,
+        "setData",
+        "(Landroid/net/Uri;)Landroid/content/Intent;",
+        &[JValue::Object(&uri)],
+    )?;
+    Ok(intent)
+}
+
+fn pending_activity<'l>(
+    env: &mut Env<'l>,
+    context: &JObject,
+    intent: &JObject,
+) -> Result<JObject<'l>> {
+    let update_current = static_int(env, "android/app/PendingIntent", "FLAG_UPDATE_CURRENT")?;
+    let immutable = static_int(env, "android/app/PendingIntent", "FLAG_IMMUTABLE")?;
+    crate::jcall::call_static_method(
+        env,
+        "android/app/PendingIntent",
+        "getActivity",
+        "(Landroid/content/Context;ILandroid/content/Intent;I)Landroid/app/PendingIntent;",
+        &[
+            JValue::Object(context),
+            JValue::Int(0),
+            JValue::Object(intent),
+            JValue::Int(update_current | immutable),
+        ],
+    )?
+    .l()
+}
+
+fn builder_call<'l>(
+    env: &mut Env<'l>,
+    builder: &JObject<'l>,
+    method: &str,
+    sig: &str,
+    args: &[JValue],
+) -> Result<()> {
+    crate::jcall::call_method(env, builder, method, sig, args)?;
+    Ok(())
+}
+
+/// The type Android 14+ requires a foreground service to declare, and
+/// nothing before it -- mirrors `Notifications.kt`'s `foregroundType`.
+fn foreground_type(env: &mut Env) -> Result<i32> {
+    let sdk = static_int(env, "android/os/Build$VERSION", "SDK_INT")?;
+    let upside_down_cake = static_int(env, "android/os/Build$VERSION_CODES", "UPSIDE_DOWN_CAKE")?;
+    if sdk >= upside_down_cake {
+        static_int(
+            env,
+            "android/content/pm/ServiceInfo",
+            "FOREGROUND_SERVICE_TYPE_SPECIAL_USE",
+        )
+    } else {
+        Ok(0)
+    }
+}
+
+fn ongoing_notification<'l>(env: &mut Env<'l>, context: &JObject) -> Result<JObject<'l>> {
+    let channel = crate::jcall::jstr_obj(env, ONGOING_CHANNEL)?;
+    let builder = crate::jcall::new_object(
+        env,
+        "androidx/core/app/NotificationCompat$Builder",
+        "(Landroid/content/Context;Ljava/lang/String;)V",
+        &[JValue::Object(context), JValue::Object(&channel)],
+    )?;
+    let title = crate::jcall::jstr_obj(env, "Watching for sessions that need you")?;
+    builder_call(
+        env,
+        &builder,
+        "setContentTitle",
+        "(Ljava/lang/CharSequence;)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Object(&title)],
+    )?;
+    let icon = static_int(env, "android/R$drawable", "stat_notify_sync")?;
+    builder_call(
+        env,
+        &builder,
+        "setSmallIcon",
+        "(I)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Int(icon)],
+    )?;
+    builder_call(
+        env,
+        &builder,
+        "setOngoing",
+        "(Z)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Bool(JNI_TRUE)],
+    )?;
+    let priority_min = static_int(env, "androidx/core/app/NotificationCompat", "PRIORITY_MIN")?;
+    builder_call(
+        env,
+        &builder,
+        "setPriority",
+        "(I)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Int(priority_min)],
+    )?;
+    crate::jcall::call_method(env, &builder, "build", "()Landroid/app/Notification;", &[])?.l()
+}
+
+/// Starts the service if there is a server to connect to, and stops it
+/// otherwise -- mirrors `Notifications.kt`'s `NotificationService.sync`.
+pub fn sync(env: &mut Env, context: &JObject) -> Result<()> {
+    let service_intent =
+        new_intent_for(env, context, "com/example/aiapp/shell/NotificationService")?;
+    if settings::load(env, context)?.is_none() {
+        crate::jcall::call_method(
+            env,
+            context,
+            "stopService",
+            "(Landroid/content/Intent;)Z",
+            &[JValue::Object(&service_intent)],
+        )?;
+        return Ok(());
+    }
+    create_channels(env, context)?;
+    crate::jcall::call_static_method(
+        env,
+        "androidx/core/content/ContextCompat",
+        "startForegroundService",
+        "(Landroid/content/Context;Landroid/content/Intent;)V",
+        &[JValue::Object(context), JValue::Object(&service_intent)],
+    )?;
+    Ok(())
+}
+
+/// The `Service.onStartCommand` body -- loads settings, starts the
+/// foreground notification, and spawns the follow-loop thread. Answers the
+/// platform's `START_STICKY`/`START_NOT_STICKY` constant, read from the
+/// framework rather than hardcoded so a wrong guess at their values cannot
+/// silently pick the other behaviour.
+pub fn on_start_command(env: &mut Env, service: JObject) -> jint {
+    match try_start(env, &service) {
+        Ok(true) => static_int(env, "android/app/Service", "START_STICKY").unwrap_or(1),
+        Ok(false) => {
+            let _ = crate::jcall::call_method(env, &service, "stopSelf", "()V", &[]);
+            static_int(env, "android/app/Service", "START_NOT_STICKY").unwrap_or(2)
+        }
+        Err(e) => {
+            log_error(env, "onStartCommand", &e);
+            static_int(env, "android/app/Service", "START_NOT_STICKY").unwrap_or(2)
+        }
+    }
+}
+
+fn try_start(env: &mut Env, service: &JObject) -> Result<bool> {
+    let Some(settings) = settings::load(env, service)? else {
+        return Ok(false);
+    };
+    let ca = settings::load_pinned_ca(env)?;
+    let notification = ongoing_notification(env, service)?;
+    let fg_type = foreground_type(env)?;
+    crate::jcall::call_static_method(
+        env,
+        "androidx/core/app/ServiceCompat",
+        "startForeground",
+        "(Landroid/app/Service;ILandroid/app/Notification;I)V",
+        &[
+            JValue::Object(service),
+            JValue::Int(ONGOING_ID),
+            JValue::Object(&notification),
+            JValue::Int(fg_type),
+        ],
+    )?;
+
+    // See `RUNNING`'s doc: a second `onStartCommand` while the loop from
+    // the first is still going -- the ordinary case for this service,
+    // since `sync()` is called from more than one place -- must not open
+    // a second connection.
+    if RUNNING.swap(true, Ordering::SeqCst) {
+        return Ok(true);
+    }
+
+    let vm = env.get_java_vm()?;
+    let context = env.new_global_ref(service)?;
+    STOPPING.store(false, Ordering::SeqCst);
+    std::thread::Builder::new()
+        .name("ai-app-notifications".to_string())
+        .spawn(move || {
+            // Requests a *permanent* attachment (detached only when this thread
+            // exits), matching the Kotlin original's `thread(isDaemon = true)`:
+            // this is the long-lived follow loop, not a one-shot callback.
+            let _: jni::errors::Result<()> = vm.attach_current_thread(|env| {
+                follow_loop(env, &context, settings, &ca);
+                Ok(())
+            });
+        })
+        .ok();
+    Ok(true)
+}
+
+/// Follows the backend's notification stream, reconnecting until stopped
+/// -- mirrors `Notifications.kt`'s `follow`. A dropped connection is the
+/// ordinary case, so it retries quietly and forever; nothing is shown when
+/// it cannot connect, for the same reason as the Kotlin original: a
+/// notification saying "I could not tell you whether anything happened" is
+/// noise about a condition nobody can act on.
+fn follow_loop(env: &mut Env, context: &JObject, settings: ServerSettings, ca: &[u8]) {
+    while !STOPPING.load(Ordering::SeqCst) {
+        if let Ok(transport) = UreqTransport::new(settings.base_url(), settings.token.clone(), ca) {
+            let _ = follow_notifications(&transport, |notification| {
+                if let Err(e) = show(env, context, &notification) {
+                    log_error(env, "show", &e);
+                }
+                !STOPPING.load(Ordering::SeqCst)
+            });
+        }
+        if STOPPING.load(Ordering::SeqCst) {
+            return;
+        }
+        std::thread::sleep(RECONNECT_DELAY);
+    }
+}
+
+/// One notification per session, replacing that session's previous one --
+/// mirrors `Notifications.kt`'s `show`, minus the on-screen/banner
+/// branches this module's doc comment explains.
+fn show(env: &mut Env, context: &JObject, notification: &SessionNotification) -> Result<()> {
+    let manager = notification_manager(env, context)?;
+    let sdk = static_int(env, "android/os/Build$VERSION", "SDK_INT")?;
+    let tiramisu = static_int(env, "android/os/Build$VERSION_CODES", "TIRAMISU")?;
+    let allowed = if sdk < tiramisu {
+        true
+    } else {
+        let permission = crate::jcall::jstr_obj(env, "android.permission.POST_NOTIFICATIONS")?;
+        let granted = static_int(
+            env,
+            "android/content/pm/PackageManager",
+            "PERMISSION_GRANTED",
+        )?;
+        let result = crate::jcall::call_static_method(
+            env,
+            "androidx/core/content/ContextCompat",
+            "checkSelfPermission",
+            "(Landroid/content/Context;Ljava/lang/String;)I",
+            &[JValue::Object(context), JValue::Object(&permission)],
+        )?
+        .i()?;
+        result == granted
+    };
+    let enabled =
+        crate::jcall::call_method(env, &manager, "areNotificationsEnabled", "()Z", &[])?.z()?;
+    if !allowed || !enabled {
+        return Ok(());
+    }
+    let intent = session_intent(env, context, &notification.session_id)?;
+    let pending = pending_activity(env, context, &intent)?;
+    let channel = crate::jcall::jstr_obj(env, ALERT_CHANNEL)?;
+    let builder = crate::jcall::new_object(
+        env,
+        "androidx/core/app/NotificationCompat$Builder",
+        "(Landroid/content/Context;Ljava/lang/String;)V",
+        &[JValue::Object(context), JValue::Object(&channel)],
+    )?;
+    let title = crate::jcall::jstr_obj(env, &notification.title)?;
+    builder_call(
+        env,
+        &builder,
+        "setContentTitle",
+        "(Ljava/lang/CharSequence;)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Object(&title)],
+    )?;
+    let text = crate::jcall::jstr_obj(env, notification.kind.attention_line())?;
+    builder_call(
+        env,
+        &builder,
+        "setContentText",
+        "(Ljava/lang/CharSequence;)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Object(&text)],
+    )?;
+    let icon = static_int(env, "android/R$drawable", "stat_notify_chat")?;
+    builder_call(
+        env,
+        &builder,
+        "setSmallIcon",
+        "(I)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Int(icon)],
+    )?;
+    builder_call(
+        env,
+        &builder,
+        "setContentIntent",
+        "(Landroid/app/PendingIntent;)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Object(&pending)],
+    )?;
+    builder_call(
+        env,
+        &builder,
+        "setAutoCancel",
+        "(Z)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Bool(JNI_TRUE)],
+    )?;
+    let when = (notification.at * 1000.0) as i64;
+    builder_call(
+        env,
+        &builder,
+        "setWhen",
+        "(J)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Long(when)],
+    )?;
+    builder_call(
+        env,
+        &builder,
+        "setShowWhen",
+        "(Z)Landroidx/core/app/NotificationCompat$Builder;",
+        &[JValue::Bool(JNI_TRUE)],
+    )?;
+    let built =
+        crate::jcall::call_method(env, &builder, "build", "()Landroid/app/Notification;", &[])?
+            .l()?;
+    let tag = crate::jcall::jstr_obj(env, &notification.session_id)?;
+    crate::jcall::call_method(
+        env,
+        &manager,
+        "notify",
+        "(Ljava/lang/String;ILandroid/app/Notification;)V",
+        &[
+            JValue::Object(&tag),
+            JValue::Int(ALERT_ID),
+            JValue::Object(&built),
+        ],
+    )?;
+    Ok(())
+}
+
+/// Ends the follow loop -- mirrors `Notifications.kt`'s `onDestroy`, with
+/// the gap this module's `STOPPING` doc explains.
+pub fn on_destroy() {
+    STOPPING.store(true, Ordering::SeqCst);
+    // `RUNNING`'s path out. Same race as `STOPPING` itself (this doc's own
+    // comment): the old thread may still be inside a blocked read when a
+    // new `onStartCommand` follows immediately, which would spawn a
+    // second one before the first has actually stopped. Narrower than not
+    // resetting at all -- a service destroyed and never restarted would
+    // otherwise wedge `RUNNING` true forever -- and no worse than the
+    // known gap already accepted above.
+    RUNNING.store(false, Ordering::SeqCst);
+}
+
+pub fn log_error(env: &mut Env, where_: &str, error: &jni::errors::Error) {
+    let message = format!("android-shell: {where_}: {error}");
+    let _ = (|| -> Result<()> {
+        let tag = crate::jcall::jstr_obj(env, "android-shell")?;
+        let msg = crate::jcall::jstr_obj(env, &message)?;
+        crate::jcall::call_static_method(
+            env,
+            "android/util/Log",
+            "e",
+            "(Ljava/lang/String;Ljava/lang/String;)I",
+            &[JValue::Object(&tag), JValue::Object(&msg)],
+        )?;
+        Ok(())
+    })();
+}

android-shell/src/settings.rs

@@ -0,0 +1,141 @@
+//! Enrollment: where the backend is, and the Keystore-sealed token to
+//! reach it. This crate does not reimplement the Android Keystore AES-GCM
+//! sealing in Rust -- it calls the same `wg-app-link` `ServerStore` Kotlin
+//! class the production app already uses (see `ServerConfig.kt`), through
+//! JNI, for two reasons: that code is shared with Dev Updater and already
+//! tested, and the sealed value on a real phone is keyed to the exact
+//! Keystore alias that class already uses -- reimplementing the crypto
+//! here would either duplicate it or invalidate an existing enrollment.
+
+use jni::Env;
+use jni::errors::Result;
+use jni::objects::{JObject, JString, JValue};
+
+/// Where the backend is and how to authenticate to it -- the Rust twin of
+/// `wg-app-link`'s `ServerSettings` data class, read back field by field
+/// rather than kept as a live JNI reference, so it can cross a thread
+/// boundary (a `JObject` is tied to one `Env`/thread).
+#[derive(Debug, Clone)]
+pub struct ServerSettings {
+    pub host: String,
+    pub port: i32,
+    pub token: String,
+}
+
+impl ServerSettings {
+    pub fn base_url(&self) -> String {
+        format!("https://{}:{}", self.host, self.port)
+    }
+}
+
+/// This experiment's own scheme and Keystore alias -- distinct from the
+/// production app's (`aiapp` / `aiapp-token-key`) so the two can be
+/// installed side by side on the same development device without
+/// colliding over which one a scanned QR or a deep link resolves to. See
+/// RUST.md's E3 entry for why they are not the same value.
+pub(crate) const SCHEME: &str = "aiappshell";
+const KEY_ALIAS: &str = "aiapp-shell-token-key";
+const STORE_CLASS: &str = "com/example/wgapplink/ServerStore";
+const SETTINGS_CLASS: &str = "com/example/wgapplink/ServerSettings";
+
+fn new_store<'l>(env: &mut Env<'l>) -> Result<JObject<'l>> {
+    let scheme = crate::jcall::jstr_obj(env, SCHEME)?;
+    let alias = crate::jcall::jstr_obj(env, KEY_ALIAS)?;
+    crate::jcall::new_object(
+        env,
+        STORE_CLASS,
+        "(Ljava/lang/String;Ljava/lang/String;)V",
+        &[JValue::Object(&scheme), JValue::Object(&alias)],
+    )
+}
+
+fn read_settings(env: &mut Env, settings_obj: &JObject) -> Result<ServerSettings> {
+    let host = get_string(env, settings_obj, "getHost")?;
+    let port = crate::jcall::call_method(env, settings_obj, "getPort", "()I", &[])?.i()?;
+    let token = get_string(env, settings_obj, "getToken")?;
+    Ok(ServerSettings { host, port, token })
+}
+
+fn get_string(env: &mut Env, obj: &JObject, getter: &str) -> Result<String> {
+    let value = crate::jcall::call_method(env, obj, getter, "()Ljava/lang/String;", &[])?.l()?;
+    let jstr: JString = env.cast_local::<JString>(value)?;
+    jstr.try_to_string(env)
+}
+
+/// The stored enrollment, or `None` when there is not one -- mirrors
+/// `ServerConfig.kt`'s `loadServerSettings`.
+pub fn load(env: &mut Env, context: &JObject) -> Result<Option<ServerSettings>> {
+    let store = new_store(env)?;
+    let settings_obj = crate::jcall::call_method(
+        env,
+        &store,
+        "load",
+        "(Landroid/content/Context;)Lcom/example/wgapplink/ServerSettings;",
+        &[JValue::Object(context)],
+    )?
+    .l()?;
+    if settings_obj.is_null() {
+        return Ok(None);
+    }
+    Ok(Some(read_settings(env, &settings_obj)?))
+}
+
+/// Seals and stores `settings` -- mirrors `ServerConfig.kt`'s `saveServerSettings`.
+pub fn save(env: &mut Env, context: &JObject, settings: &ServerSettings) -> Result<()> {
+    let store = new_store(env)?;
+    let host = crate::jcall::jstr_obj(env, &settings.host)?;
+    let token = crate::jcall::jstr_obj(env, &settings.token)?;
+    let settings_obj = crate::jcall::new_object(
+        env,
+        SETTINGS_CLASS,
+        "(Ljava/lang/String;ILjava/lang/String;)V",
+        &[
+            JValue::Object(&host),
+            JValue::Int(settings.port),
+            JValue::Object(&token),
+        ],
+    )?;
+    crate::jcall::call_method(
+        env,
+        &store,
+        "save",
+        "(Landroid/content/Context;Lcom/example/wgapplink/ServerSettings;)V",
+        &[JValue::Object(context), JValue::Object(&settings_obj)],
+    )?;
+    Ok(())
+}
+
+/// Parses an `aiappshell://enroll?...` URI -- mirrors `ServerConfig.kt`'s
+/// `parseEnrollmentUri`, asking the same Kotlin code that already owns the
+/// query-parameter rules rather than re-deriving them here.
+pub fn parse_enrollment_uri(env: &mut Env, uri: &JObject) -> Result<Option<ServerSettings>> {
+    let store = new_store(env)?;
+    let settings_obj = crate::jcall::call_method(
+        env,
+        &store,
+        "parseEnrollmentUri",
+        "(Landroid/net/Uri;)Lcom/example/wgapplink/ServerSettings;",
+        &[JValue::Object(uri)],
+    )?
+    .l()?;
+    if settings_obj.is_null() {
+        return Ok(None);
+    }
+    Ok(Some(read_settings(env, &settings_obj)?))
+}
+
+/// The CA this build pins, generated at build time the same way
+/// `androidApp`'s `generatePinnedCert` task does (see `build.gradle.kts`)
+/// but into a plain Java constant, since this module has no Kotlin of its
+/// own to generate into.
+pub fn load_pinned_ca(env: &mut Env) -> Result<Vec<u8>> {
+    let value = crate::jcall::get_static_field(
+        env,
+        "com/example/aiapp/shell/PinnedCa",
+        "PINNED_CA_PEM",
+        "Ljava/lang/String;",
+    )?
+    .l()?;
+    let jstr: JString = env.cast_local::<JString>(value)?;
+    Ok(jstr.try_to_string(env)?.into_bytes())
+}

android-shell/src/share.rs

@@ -0,0 +1,183 @@
+//! Deep links and the share sheet -- ported from `MainActivity.kt`'s
+//! `handleIntent`/`onNewIntent` and `Share.kt`'s `sharedContent`.
+//!
+//! **Scope cut, recorded rather than silent**: only shared *text*
+//! (`Intent.EXTRA_TEXT`) is attached to a session. `Attachments.kt`'s
+//! upload path -- `ContentResolver` reads of a shared file/photo URI,
+//! bitmap downscaling, EXIF rotation -- is real work of its own and is not
+//! ported here, because `client-core`'s `ApiClient` does not have the
+//! `/sessions/{id}/attachments` route yet either (see `CLIENT_CORE.md`'s
+//! "not covered" list). So `ACTION_SEND`/`ACTION_SEND_MULTIPLE` with a
+//! `content://` stream and no text falls through to a toast saying so,
+//! rather than silently doing nothing. Closing this gap is the same
+//! `client-core` work whichever caller needs it next.
+//!
+//! **Which session a share lands in** is also a placeholder: with no
+//! screen drawn yet (E4's job), there is no picker to ask, so this attaches
+//! to whichever session has the latest `last_activity` -- the one most
+//! likely to be what somebody meant. Worth revisiting once a real screen
+//! exists to ask instead of guessing.
+
+use client_core::api::{ApiClient, UreqTransport};
+use jni::Env;
+use jni::errors::Result;
+use jni::objects::{JObject, JString, JValue};
+
+use crate::notify;
+use crate::settings;
+
+const ACTION_SEND: &str = "android.intent.action.SEND";
+const ACTION_SEND_MULTIPLE: &str = "android.intent.action.SEND_MULTIPLE";
+const ACTION_VIEW: &str = "android.intent.action.VIEW";
+const EXTRA_TEXT: &str = "android.intent.extra.TEXT";
+
+fn get_string_method(env: &mut Env, obj: &JObject, method: &str) -> Result<Option<String>> {
+    let value = crate::jcall::call_method(env, obj, method, "()Ljava/lang/String;", &[])?.l()?;
+    if value.is_null() {
+        return Ok(None);
+    }
+    let jstr: JString = env.cast_local::<JString>(value)?;
+    Ok(Some(jstr.try_to_string(env)?))
+}
+
+fn toast(env: &mut Env, context: &JObject, message: &str) -> Result<()> {
+    let message = crate::jcall::jstr_obj(env, message)?;
+    crate::jcall::call_static_method(
+        env,
+        "com/example/aiapp/shell/MainActivity",
+        "toast",
+        "(Landroid/content/Context;Ljava/lang/String;)V",
+        &[JValue::Object(context), JValue::Object(&message)],
+    )?;
+    Ok(())
+}
+
+/// The one place an incoming intent is sorted into what it means -- mirrors
+/// `MainActivity.kt`'s `handleIntent`.
+pub fn handle_intent(env: &mut Env, activity: &JObject, intent: &JObject) -> Result<()> {
+    let action = get_string_method(env, intent, "getAction")?;
+    if matches!(
+        action.as_deref(),
+        Some(ACTION_SEND) | Some(ACTION_SEND_MULTIPLE)
+    ) {
+        return handle_share(env, activity, intent);
+    }
+    if action.as_deref() != Some(ACTION_VIEW) {
+        return Ok(());
+    }
+    let uri = crate::jcall::call_method(env, intent, "getData", "()Landroid/net/Uri;", &[])?.l()?;
+    if uri.is_null() {
+        return Ok(());
+    }
+    let scheme = get_string_method(env, &uri, "getScheme")?;
+    if scheme.as_deref() != Some(settings::SCHEME) {
+        return Ok(());
+    }
+    match get_string_method(env, &uri, "getHost")?.as_deref() {
+        Some("session") => handle_session_open(env, activity, &uri),
+        Some("enroll") => handle_enrollment(env, activity, &uri),
+        _ => Ok(()),
+    }
+}
+
+fn handle_session_open(env: &mut Env, activity: &JObject, uri: &JObject) -> Result<()> {
+    let Some(session_id) = get_string_method(env, uri, "getLastPathSegment")? else {
+        return Ok(());
+    };
+    // There is no session screen yet (E4's job); the toast is this
+    // experiment's stand-in proof that the tap was routed to the right
+    // session id.
+    toast(env, activity, &format!("Opened session {session_id}"))
+}
+
+fn handle_enrollment(env: &mut Env, activity: &JObject, uri: &JObject) -> Result<()> {
+    match settings::parse_enrollment_uri(env, uri)? {
+        Some(parsed) => {
+            settings::save(env, activity, &parsed)?;
+            notify::sync(env, activity)?;
+            toast(
+                env,
+                activity,
+                &format!("Enrolled with {}", parsed.base_url()),
+            )
+        }
+        None => toast(env, activity, "Not a valid enrollment code"),
+    }
+}
+
+/// The share sheet -- mirrors `Share.kt`'s `sharedContent` for what counts
+/// as a share, and `AttachmentButton`'s upload-then-message pattern for
+/// what happens to it, minus attachments per this module's doc comment.
+fn handle_share(env: &mut Env, activity: &JObject, intent: &JObject) -> Result<()> {
+    let extra_text = crate::jcall::jstr_obj(env, EXTRA_TEXT)?;
+    let text = crate::jcall::call_method(
+        env,
+        intent,
+        "getStringExtra",
+        "(Ljava/lang/String;)Ljava/lang/String;",
+        &[JValue::Object(&extra_text)],
+    )?
+    .l()?;
+    let text = if text.is_null() {
+        None
+    } else {
+        let jstr: JString = env.cast_local::<JString>(text)?;
+        Some(jstr.try_to_string(env)?)
+    };
+    let Some(text) = text.filter(|t| !t.trim().is_empty()) else {
+        return toast(
+            env,
+            activity,
+            "Nothing to share -- only shared text is supported so far",
+        );
+    };
+
+    // Network I/O must not run on the calling thread: `handle_intent` is
+    // called from `onCreate`/`onNewIntent`, both on the main thread, and a
+    // blocking socket read there is a `NetworkOnMainThreadException`. So
+    // the actual send happens on a JNI-attached background thread, the
+    // same shape `notify::try_start`'s follow loop uses; `toast` from that
+    // thread is safe because `MainActivity.toast` itself hops back to the
+    // main looper (see that method).
+    let vm = env.get_java_vm()?;
+    let activity_ref = env.new_global_ref(activity)?;
+    std::thread::spawn(move || {
+        let _: jni::errors::Result<()> = vm.attach_current_thread(|env| {
+            share_in_background(env, &activity_ref, text);
+            Ok(())
+        });
+    });
+    Ok(())
+}
+
+fn share_in_background(env: &mut Env, activity: &JObject, text: String) {
+    let outcome = attach_to_a_session(env, activity, &text);
+    let message = match outcome {
+        Ok(title) => format!("Shared into \"{title}\""),
+        Err(message) => message,
+    };
+    let _ = toast(env, activity, &message);
+}
+
+fn attach_to_a_session(
+    env: &mut Env,
+    activity: &JObject,
+    text: &str,
+) -> std::result::Result<String, String> {
+    let settings = settings::load(env, activity)
+        .map_err(|e| e.to_string())?
+        .ok_or_else(|| "Not enrolled yet".to_string())?;
+    let ca = settings::load_pinned_ca(env).map_err(|e| e.to_string())?;
+    let transport = UreqTransport::new(settings.base_url(), settings.token.clone(), &ca)
+        .map_err(|e| e.to_string())?;
+    let client = ApiClient::new(transport);
+    let sessions = client.fetch_sessions().map_err(|e| e.to_string())?;
+    let target = sessions
+        .into_iter()
+        .max_by(|a, b| a.last_activity.total_cmp(&b.last_activity))
+        .ok_or_else(|| "No session to share into".to_string())?;
+    client
+        .send_message(&target.id, text, &[])
+        .map_err(|e| e.to_string())?;
+    Ok(target.title)
+}

app/androidApp/build.gradle.kts

@@ -102,6 +102,16 @@ android {
         targetSdk = 37
         versionCode = 1
         versionName = "1.0"
+        // Read by MainActivity to decide, at startup, whether this is the P0 benchmark build
+        // (docs/RUST.md's P0 box) rather than the app somebody enrolled. False everywhere except
+        // the `bench` build type below, which overrides it.
+        buildConfigField("boolean", "FIXTURE_MODE", "false")
+    }
+    buildFeatures {
+        // Only for FIXTURE_MODE above; nothing else here reaches for generated BuildConfig fields.
+        buildConfig = true
+        // Only for the bench build type's resValue("string", "app_name", ...) below.
+        resValues = true
     }
     packaging {
         resources { excludes += "/META-INF/{AL2.0,LGPL2.1}" }
@@ -131,6 +141,35 @@ android {
             isMinifyEnabled = false
             if (keystore != null) signingConfig = signingConfigs.getByName("release")
         }
+        // P0's benchmark build (docs/RUST.md, docs/DECISIONS.md's 2026-09-05 entry): release
+        // optimisations so a frame time measured here means what release means everywhere else in
+        // this project, its own application id so it installs beside a real enrollment rather than
+        // replacing it, and FIXTURE_MODE so MainActivity opens straight onto the fixture session
+        // instead of asking to be enrolled. Signed with the same key as release -- it never talks
+        // to a real backend, so there is no CA of its own to mismatch, and a second keystore would
+        // be one more secret to keep off this machine's shared mount for no benefit.
+        create("bench") {
+            initWith(getByName("release"))
+            // :link (wg-app-link) has no "bench" build type of its own -- it is a library shared
+            // with dev-updater and has no reason to know this project invented one -- so this says
+            // which of its build types to link against instead.
+            matchingFallbacks += listOf("release")
+            applicationIdSuffix = ".bench"
+            // "AI Sessions bench" everywhere the OS shows the app's name (launcher, recents,
+            // Settings): this resValue overrides res/values/strings.xml's app_name for this
+            // build type alone, and AndroidManifest.xml's android:label reads @string/app_name
+            // rather than a literal so a build type can override it without touching the
+            // manifest.
+            resValue("string", "app_name", "AI Sessions bench")
+            buildConfigField("boolean", "FIXTURE_MODE", "true")
+            if (keystore != null) signingConfig = signingConfigs.getByName("release")
+        }
+    }
+    sourceSets {
+        // The fixture both bench builds (this one and iris's) open with; see
+        // app/bench-fixture/README.md. Read directly from its own directory rather than copied
+        // into androidApp/src -- one file to keep in sync with the generator, not two.
+        getByName("bench").assets.directories.add("../bench-fixture/assets")
     }
     compileOptions {
         sourceCompatibility = JavaVersion.VERSION_21

app/androidApp/src/main/AndroidManifest.xml

@@ -25,7 +25,7 @@
          the fix is a judgement about how this app should look. Drop this
          suppression when a real icon lands. -->
     <application
-        android:label="AI Sessions"
+        android:label="@string/app_name"
         android:allowBackup="true"
         android:theme="@android:style/Theme.Material.Light.NoActionBar"
         tools:ignore="MissingApplicationIcon">

app/androidApp/src/main/kotlin/com/example/aiapp/Api.kt

@@ -142,6 +142,20 @@ data class SessionSummary(
     val keepsOwnTranscript: Boolean,
     /** How much the session asks before acting; null when it was never set. */
     val permissionMode: String?,
+    /**
+     * How hard the model thinks, or null for the CLI's own default.
+     *
+     * Null is a level somebody can choose, not only one to start in -- see [EFFORT_LEVELS]. It is
+     * reported rather than assumed for the same reason [permissionMode] is.
+     */
+    val effort: String?,
+    /**
+     * Whether a thinking level does anything here -- a Claude CLI session, not a llama or echo one.
+     *
+     * Asked of the server rather than worked out from the provider's name, because this is a
+     * property of the driver's *kind* and the phone only has the name.
+     */
+    val takesEffort: Boolean,
     /**
      * Whether this continues a session the machine already had, which changes what deleting means.
      */
@@ -153,6 +167,24 @@ data class SessionSummary(
      * itself from a default is one you can turn off while believing you are reading it.
      */
     val notify: Boolean,
+    /**
+     * Whether this session sends itself a message once its account's usage limit lifts, and what
+     * that message says.
+     *
+     * The message is what the server would actually send, with its own default already filled in,
+     * so the field shows the words rather than an empty box standing for them.
+     */
+    val autoResume: Boolean,
+    val autoResumeMessage: String,
+    /**
+     * When the server next intends to check whether the limit has lifted, in epoch seconds, or null
+     * when nothing is waiting.
+     *
+     * A time to *ask*, not a time to resume: the server checks the meter at that moment and waits
+     * again if the limit is still on. Worded that way wherever it is shown, because a promise this
+     * app cannot keep is worse than no time at all.
+     */
+    val resumeAt: Double?,
     /**
      * The directory the session works in, or null where it was never given one.
      *
@@ -178,8 +210,27 @@ data class SessionSummary(
      * server because that is where a provider's kind is known.
      */
     val maxImageEdge: Int?,
+    /**
+     * Which of `GET /usage`'s snapshots is about this session, and null where nothing meters it.
+     *
+     * The rate-limit bar answers a question about an *account*, and what decides which account --
+     * if any -- is the provider this session runs, not the machine it runs on. Pairing by machine
+     * alone drew the Claude CLI's five-hour window under every echo session on a machine that also
+     * has the CLI: a quota that session cannot spend and could never run down. Decided by the
+     * server for the same reason [maxImageEdge] is -- it is a fact about the provider's kind, and
+     * this app has only its name.
+     */
+    val usageProvider: String?,
     val status: String,
     val lastActivity: Double,
+    /**
+     * How many subagents this session has, however their own status now reads.
+     *
+     * A directory listing on the server rather than a status read per subagent, so the list stays
+     * cheap; the per-subagent state is only fetched when the card is expanded. Zero on a server
+     * that predates subagents, so this app still opens against one.
+     */
+    val subagents: Int,
 )
 
 private fun parseSession(session: JSONObject) =
@@ -192,14 +243,24 @@ private fun parseSession(session: JSONObject) =
         title = session.getString("title"),
         model = session.optString("model").ifEmpty { null },
         permissionMode = session.optString("permissionMode").ifEmpty { null },
+        effort = session.optString("effort").ifEmpty { null },
+        takesEffort = session.optBoolean("takesEffort", false),
         imported = session.optBoolean("imported", false),
         notify = session.optBoolean("notify", true),
+        autoResume = session.optBoolean("autoResume", false),
+        // The server sends its own default rather than nothing, so an empty answer means an older
+        // server -- and this app's word for it is the same word.
+        autoResumeMessage =
+            session.optString("autoResumeMessage").ifEmpty { DEFAULT_RESUME_MESSAGE },
+        resumeAt = if (session.has("resumeAt")) session.getDouble("resumeAt") else null,
         cwd = session.optString("cwd").ifEmpty { null },
         contextTokens =
             if (session.has("contextTokens")) session.getLong("contextTokens") else null,
         maxImageEdge = session.optInt("maxImageEdge", 0).takeIf { it > 0 },
+        usageProvider = session.optString("usageProvider").ifEmpty { null },
         status = session.getString("status"),
         lastActivity = session.getDouble("lastActivity"),
+        subagents = session.optInt("subagents", 0),
     )
 
 fun fetchSessions(settings: ServerSettings): List<SessionSummary> =
@@ -215,6 +276,35 @@ fun fetchSessions(settings: ServerSettings): List<SessionSummary> =
 fun fetchSession(settings: ServerSettings, sessionId: String): SessionSummary =
     requestFromServer(settings, "/sessions/$sessionId") { parseSession(it.jsonObject()) }
 
+/**
+ * One row of `GET /sessions/{id}/subagents`, oldest first.
+ *
+ * A subagent is a second transcript owned by a session -- no process, no controls of its own -- so
+ * this carries only what a card needs to draw and to open it; see SUBAGENTS.md. [status] is
+ * "running", "exited" or "unknown": a subagent whose session is not itself running cannot be
+ * running, and the list says so rather than reporting a state that cannot hold.
+ */
+data class SubagentSummary(
+    val id: String,
+    val title: String,
+    val status: String,
+    val created: Double,
+    val lastActivity: Double,
+)
+
+fun fetchSubagents(settings: ServerSettings, sessionId: String): List<SubagentSummary> =
+    requestFromServer(settings, "/sessions/$sessionId/subagents") {
+        it.jsonObjects { row ->
+            SubagentSummary(
+                id = row.getString("id"),
+                title = row.getString("title"),
+                status = row.getString("status"),
+                created = row.getDouble("created"),
+                lastActivity = row.getDouble("lastActivity"),
+            )
+        }
+    }
+
 // What the server offers, so the spawn screen has no hardcoded lists: a setup added to the server's
 // config.ron appears here with no app rebuild.
 //
@@ -375,6 +465,12 @@ data class SshDetails(
      * Where files attached from here land on that machine; null for the session's own directory.
      */
     val attachmentsDir: String? = null,
+    /**
+     * Where that machine keeps its GGUF models; null for the same place the backend keeps its own
+     * (`~/.local/share/ai-app/models`, read on that machine). A llama.cpp session serves the file
+     * from the machine it runs on, so this is where its models are looked for and listed.
+     */
+    val modelsDir: String? = null,
 )
 
 private fun SshDetails.toJson() =
@@ -382,6 +478,7 @@ private fun SshDetails.toJson() =
         if (port != null) put("port", port)
         if (!identityFile.isNullOrBlank()) put("identityFile", identityFile)
         if (!attachmentsDir.isNullOrBlank()) put("attachmentsDir", attachmentsDir)
+        if (!modelsDir.isNullOrBlank()) put("modelsDir", modelsDir)
     }
 
 /** What a machine turns out to have, without saving anything. */
@@ -450,6 +547,8 @@ fun spawnSession(
     model: String? = null,
     cwd: String? = null,
     permissionMode: String? = null,
+    /** Null for whatever the server's default is; see [fetchDefaultEffort]. */
+    effort: String? = null,
     params: Map<String, String> = emptyMap(),
     /** Continue this Claude Code session instead of starting an empty one. */
     import: String? = null,
@@ -467,6 +566,7 @@ fun spawnSession(
                     if (!model.isNullOrBlank()) put("model", model)
                     if (!cwd.isNullOrBlank()) put("cwd", cwd)
                     if (!permissionMode.isNullOrBlank()) put("permissionMode", permissionMode)
+                    if (!effort.isNullOrBlank()) put("effort", effort)
                     if (!import.isNullOrBlank()) put("import", import)
                     if (params.isNotEmpty()) {
                         put("params", JSONObject(params.toMap<String, Any>()))
@@ -906,7 +1006,7 @@ fun startImport(
  */
 fun fetchTranscript(
     settings: ServerSettings,
-    sessionId: String,
+    address: TranscriptAddress,
     before: Long? = null,
     limit: Int = 80,
     // Count [limit] in rows, not events, joining a reply's streamed deltas into one -- so a page of
@@ -925,7 +1025,7 @@ fun fetchTranscript(
         if (coalesce) append("&coalesce=true")
         if (after != null) append("&after=").append(after)
     }
-    return requestFromServer(settings, "/sessions/$sessionId/transcript$query") { connection ->
+    return requestFromServer(settings, "/${address.urlPath}/transcript$query") { connection ->
         val body = JSONArray(connection.inputStream.bufferedReader().readText())
         // The text as well as the event: the transcript cache stores the one and the fold needs the
         // other, and they have to be the same line.
@@ -973,6 +1073,56 @@ fun setSessionModel(settings: ServerSettings, sessionId: String, model: String)
  */
 val PERMISSION_MODES = listOf("manual", "acceptEdits", "auto", "bypassPermissions", "plan")
 
+/**
+ * What a new session's thinking level is when nothing chose one, or null for the CLI's own.
+ *
+ * Held by the server rather than by this phone, because a second device would otherwise spawn
+ * sessions at a level the first one's owner never picked.
+ */
+fun fetchDefaultEffort(settings: ServerSettings): String? =
+    requestFromServer(settings, "/defaults") {
+        it.jsonObject().optString("effort").ifEmpty { null }
+    }
+
+/** Sets what new sessions start at. Nothing already running changes. */
+fun setDefaultEffort(settings: ServerSettings, level: String?) {
+    requestFromServer(
+        settings,
+        "/defaults",
+        method = "POST",
+        jsonBody = JSONObject().put("effort", level ?: JSONObject.NULL).toString(),
+    ) {}
+}
+
+/**
+ * How hard the model thinks, as `claude --effort` takes them, cheapest first.
+ *
+ * Not offered alongside the model and the permission mode on the session's own bar, because it does
+ * not behave like them: the CLI has a control request for those two and none for this (checked
+ * against 2.1.258), so a level is settled when the process is launched. Changing it therefore stops
+ * the process, which is what the working directory beside it in this dialog does, and why it is
+ * here rather than on a bar whose other controls take effect mid-turn.
+ */
+val EFFORT_LEVELS = listOf("low", "medium", "high", "xhigh", "max")
+
+/** What the picker shows, and sends as null, for a session that has chosen no level. */
+const val DEFAULT_EFFORT = "default"
+
+/**
+ * Records how hard a session thinks and **stops its process**, since the level is read when the
+ * process is launched. The next message, or Start, runs one that has it.
+ *
+ * [level] is null for the CLI's own default.
+ */
+fun setSessionEffort(settings: ServerSettings, sessionId: String, level: String?) {
+    requestFromServer(
+        settings,
+        "/sessions/$sessionId/effort",
+        method = "POST",
+        jsonBody = JSONObject().put("effort", level ?: JSONObject.NULL).toString(),
+    ) {}
+}
+
 /** Switches how much a running session asks before acting, also in place. */
 fun setSessionPermissionMode(settings: ServerSettings, sessionId: String, mode: String) {
     requestFromServer(
@@ -984,6 +1134,36 @@ fun setSessionPermissionMode(settings: ServerSettings, sessionId: String, mode:
 }
 
 /** Turns this session's notifications on or off. Stored on the backend -- see `SessionConfig`. */
+/**
+ * What an auto-resume says when nothing else was typed. Mirrors the server's own default, so a
+ * cleared field shows the word that would actually be sent instead of going blank.
+ */
+const val DEFAULT_RESUME_MESSAGE = "continue"
+
+/**
+ * Turns auto-resume on or off and sets what it would say, in one request because they are one
+ * decision -- see the server's `/sessions/{id}/auto-resume`.
+ */
+fun setSessionAutoResume(
+    settings: ServerSettings,
+    sessionId: String,
+    autoResume: Boolean,
+    message: String?,
+) {
+    requestFromServer(
+        settings,
+        "/sessions/$sessionId/auto-resume",
+        method = "POST",
+        jsonBody =
+            JSONObject()
+                .put("autoResume", autoResume)
+                // Empty means the server's default rather than a session poked with nothing to
+                // read, which is the same rule the server applies to the field.
+                .put("message", message?.trim()?.ifEmpty { null } ?: JSONObject.NULL)
+                .toString(),
+    ) {}
+}
+
 fun setSessionNotify(settings: ServerSettings, sessionId: String, notify: Boolean) {
     requestFromServer(
         settings,
@@ -1074,6 +1254,26 @@ private fun parseDownload(o: JSONObject) =
         error = if (o.has("error")) o.getString("error") else null,
     )
 
+/**
+ * The models on one machine, which is the list a llama.cpp session there can choose from.
+ *
+ * Not [fetchModels], which is what the *backend* has downloaded. A session serves its model from
+ * the machine it runs on, so for a machine reached over ssh those are two different lists -- and
+ * offering the backend's would name files that are not there, turning a choice that cannot work
+ * into a session that fails when it tries to load one.
+ */
+fun fetchSetupModels(settings: ServerSettings, setupId: String): List<LocalModel> =
+    requestFromServer(settings, "/setups/${setupId.urlEncoded()}/models") { connection ->
+        JSONArray(connection.inputStream.bufferedReader().readText()).mapObjects { m ->
+            LocalModel(
+                key = m.getString("key"),
+                repo = m.getString("repo"),
+                file = m.getString("file"),
+                bytes = m.getLong("bytes"),
+            )
+        }
+    }
+
 fun fetchModels(settings: ServerSettings): Models =
     requestFromServer(settings, "/models") { connection ->
         val body = JSONObject(connection.inputStream.bufferedReader().readText())

app/androidApp/src/main/kotlin/com/example/aiapp/AppRoot.kt

@@ -1,7 +1,9 @@
 package com.example.aiapp
 
 import androidx.activity.compose.BackHandler
+import androidx.compose.foundation.background
 import androidx.compose.foundation.layout.Box
+import androidx.compose.foundation.layout.fillMaxSize
 import androidx.compose.foundation.layout.imePadding
 import androidx.compose.foundation.layout.padding
 import androidx.compose.material3.AlertDialog
@@ -34,7 +36,23 @@ import kotlinx.coroutines.withContext
  * session, spawning one, and settings.
  */
 private sealed class Screen {
-    data object Main : Screen()
+    /**
+     * The session list, with a subagent's own transcript over it when [subagent] is set.
+     *
+     * A layer on this screen rather than a screen of its own, for the same reason [Session.files]
+     * is: [SessionListScreen] owns which cards are expanded and what each expansion fetched, kept
+     * in `remember`, and a subagent is opened from a card's expander. As a sibling `Screen` it was
+     * disposed and recreated on every return, which lost that state -- an expanded card collapsed
+     * itself the moment its own subagent's view was closed.
+     */
+    data class Main(val subagent: SubagentTarget? = null) : Screen()
+
+    /**
+     * One subagent's own transcript, read-only. See [SessionScreen]'s `subagent` parameter and
+     * SUBAGENTS.md's "Phone". Closing it returns to [Main] under it, not to [Session]: a subagent
+     * is opened from the session list's card rather than from inside the session it belongs to.
+     */
+    data class SubagentTarget(val summary: SessionSummary, val subagent: SubagentSummary)
 
     /**
      * One session, with the file explorer over it when [files] is set.
@@ -81,7 +99,7 @@ fun AppRoot(
     val context = LocalContext.current
     val scope = rememberCoroutineScope()
     var settings by remember(settingsVersion) { mutableStateOf(loadServerSettings(context)) }
-    var screen by remember { mutableStateOf<Screen>(Screen.Main) }
+    var screen by remember { mutableStateOf<Screen>(Screen.Main()) }
     // A notification tap this could not follow, and why. Null both before one is asked for and
     // after one succeeds, since success is a screen rather than a message.
     var failedOpen by remember { mutableStateOf<FailedOpen?>(null) }
@@ -96,7 +114,7 @@ fun AppRoot(
             share = shareRequest
             // A session already open takes it. Otherwise the list is where the choice is made,
             // whatever screen was showing: Spawn and Settings have nowhere to put a file.
-            if (screen !is Screen.Session) screen = Screen.Main
+            if (screen !is Screen.Session) screen = Screen.Main()
         }
     }
 
@@ -123,7 +141,7 @@ fun AppRoot(
                 existing = null,
                 onSaved = { saved ->
                     settings = saved
-                    screen = Screen.Main
+                    screen = Screen.Main()
                 },
                 onBack = null,
             )
@@ -136,7 +154,7 @@ fun AppRoot(
     // shows, so it always refetches.
     val goToMain = {
         reloadToken++
-        screen = Screen.Main
+        screen = Screen.Main()
     }
     if (screen !is Screen.Main) {
         BackHandler(onBack = goToMain)
@@ -185,6 +203,9 @@ fun AppRoot(
                     reloadToken = reloadToken,
                     share = share,
                     onOpen = { screen = Screen.Session(it) },
+                    onOpenSubagent = { summary, subagent ->
+                        screen = here.copy(subagent = Screen.SubagentTarget(summary, subagent))
+                    },
                     onSpawn = { screen = Screen.Spawn },
                     onImported = { imported ->
                         reloadToken++
@@ -192,6 +213,27 @@ fun AppRoot(
                     },
                     onSettings = { screen = Screen.Settings },
                 )
+                // Its own back handler is registered after MainScreen's, so it is the one the
+                // platform asks first while a subagent is open -- the same rule the files
+                // explorer's handler follows over its session, below.
+                here.subagent?.let { target ->
+                    BackHandler { screen = here.copy(subagent = null) }
+                    // Its own opaque background: this screen was always the sole content under
+                    // the theme's own Surface before, so it never had to paint one -- stacked over
+                    // the list here, the space between its own cards let the list underneath show
+                    // through without this. The same fix FilesScreen needed over its session.
+                    Box(Modifier.fillMaxSize().background(MaterialTheme.colorScheme.background)) {
+                        key(target.summary.id, target.subagent.id) {
+                            SessionScreen(
+                                settings = current,
+                                summary = target.summary,
+                                onBack = { screen = here.copy(subagent = null) },
+                                onFiles = {},
+                                subagent = target.subagent,
+                            )
+                        }
+                    }
+                }
             }
         is Screen.Session ->
             // Keyed on the id, because a different session is a different screen rather than this

app/androidApp/src/main/kotlin/com/example/aiapp/BenchFixture.kt

@@ -0,0 +1,108 @@
+package com.example.aiapp
+
+import android.content.Context
+import java.util.concurrent.CopyOnWriteArrayList
+
+/**
+ * P0's benchmark gate (see docs/RUST.md and docs/DECISIONS.md's 2026-09-05 entry): an in-process
+ * fake of the backend, so the `bench` build type can drive a real session screen -- the real
+ * [TranscriptSource], the real fold, the real paging -- with no server and no network permission.
+ *
+ * Only ever installed when [BuildConfig.FIXTURE_MODE] is true (see [MainActivity]); everything else
+ * in this build compiles it in but never calls it, since Kotlin has no per-build-type source set
+ * that both [MainActivity] (which every variant compiles) and this can share without one.
+ *
+ * The design: [requestFromServer] and [Sse] talk to `https://$FIXTURE_HOST:$FIXTURE_PORT` through
+ * ordinary `java.net.URL`, exactly as they would talk to a real server. A
+ * [java.net.URLStreamHandlerFactory] registered once for the whole process intercepts every
+ * `https://` connection to that host and answers from this object's in-memory event log instead of
+ * opening a socket -- see BenchNetwork.kt. Everything above that (TranscriptSource, SessionScreen,
+ * the fold, uniqueItems) never learns the difference.
+ */
+object BenchFixture {
+    const val FIXTURE_HOST = "bench.fixture.invalid"
+    const val FIXTURE_PORT = 1
+
+    /** How many of the fixture's events are the opening backlog; see bench-fixture/README.md. */
+    private const val BACKLOG_COUNT = 3200
+
+    val settings = ServerSettings(FIXTURE_HOST, FIXTURE_PORT, "bench")
+
+    /** The session id every bench run opens; nothing else in this build ever mints one. */
+    const val SESSION_ID = "bench-fixture-session"
+
+    /**
+     * The whole transcript, seq order, growing as [pushLive] is called during the streaming phase.
+     * Read by both the REST page handler and the SSE handler, so a page requested mid- stream and a
+     * live frame agree on what has "already happened" -- the same thing a real server's own
+     * transcript file guarantees.
+     */
+    private val log = CopyOnWriteArrayList<Pair<String, SeqEvent>>()
+
+    /** The events not yet appended to [log] -- the streaming phase's own source. */
+    private var streamTail: List<Pair<String, SeqEvent>> = emptyList()
+
+    private val images = mutableMapOf<String, ByteArray>()
+
+    @Volatile private var loaded = false
+
+    /**
+     * Parses the bundled fixture once. Safe to call more than once; only the first does anything.
+     */
+    @Synchronized
+    fun ensureLoaded(context: Context) {
+        if (loaded) return
+        val lines =
+            context.assets.open("transcript.jsonl").bufferedReader().readLines().filter {
+                it.isNotBlank()
+            }
+        val parsed = lines.map { it to parseSeqEvent(it) }
+        log.addAll(parsed.take(BACKLOG_COUNT))
+        streamTail = parsed.drop(BACKLOG_COUNT)
+        for (name in listOf("bench1.png", "bench2.png")) {
+            images[name] = context.assets.open(name).readBytes()
+        }
+        loaded = true
+    }
+
+    /** The events the streaming phase has left to send. */
+    fun remainingStreamEvents(): Int = streamTail.size
+
+    /** Sends the next fixture event onto the live log, as a real SSE frame would arrive. */
+    fun pushNextLiveEvent(): Boolean {
+        val next = streamTail.firstOrNull() ?: return false
+        streamTail = streamTail.drop(1)
+        log.add(next)
+        return true
+    }
+
+    /** Undoes [pushNextLiveEvent] and reloads the opening backlog, for running the bench twice. */
+    @Synchronized
+    fun resetToBacklog(context: Context) {
+        loaded = false
+        log.clear()
+        ensureLoaded(context)
+    }
+
+    fun fileBytes(name: String): ByteArray? = images[name]
+
+    /**
+     * Raw JSON lines with seq > [after], in order -- what an `/events?after=` connection replays.
+     */
+    fun linesAfter(after: Long): List<String> =
+        log.filter { it.second.seq > after }.map { it.first }
+
+    /**
+     * One REST page: [fetchTranscript]'s `before`/`limit`/`after`, against the growing log. Ignores
+     * `coalesce` -- the fixture's own deltas are already split the way a real reply streams, and
+     * what the benchmark exercises is the fold and the paging, not the server's row-joining, which
+     * client-core's own port tracks separately (CLIENT_CORE.md).
+     */
+    fun page(before: Long?, limit: Int, after: Long?): List<String> {
+        val upper = before ?: (log.lastOrNull()?.second?.seq?.plus(1) ?: 1L)
+        val candidates = log.filter {
+            it.second.seq < upper && (after == null || it.second.seq > after)
+        }
+        return candidates.takeLast(limit).map { it.first }
+    }
+}

app/androidApp/src/main/kotlin/com/example/aiapp/BenchNetwork.kt

@@ -0,0 +1,181 @@
+package com.example.aiapp
+
+import java.io.ByteArrayInputStream
+import java.io.IOException
+import java.io.InputStream
+import java.io.PipedInputStream
+import java.io.PipedOutputStream
+import java.net.HttpURLConnection
+import java.net.URL
+import java.net.URLStreamHandler
+import java.net.URLStreamHandlerFactory
+import java.security.Principal
+import java.security.cert.Certificate
+import javax.net.ssl.HttpsURLConnection
+import javax.net.ssl.SSLPeerUnverifiedException
+import org.json.JSONArray
+
+/**
+ * Installs the process-wide interception [BenchFixture] needs. Idempotent and safe to call more
+ * than once; the JDK only allows [URL.setURLStreamHandlerFactory] to be called successfully once
+ * per process, and a second real call throws -- so this guards it rather than relying on every
+ * caller to remember.
+ *
+ * Scoped to [BenchFixture.FIXTURE_HOST]: any other `https://` URL falls through to the platform's
+ * ordinary handler, so this only ever changes behaviour for the one host the bench build invents.
+ */
+@Synchronized
+fun installFixtureNetworkOnce() {
+    if (installed) return
+    installed = true
+    URL.setURLStreamHandlerFactory(
+        URLStreamHandlerFactory { protocol ->
+            if (protocol != "https") null
+            else
+                object : URLStreamHandler() {
+                    override fun openConnection(url: URL): HttpURLConnection =
+                        if (url.host == BenchFixture.FIXTURE_HOST) FixtureConnection(url)
+                        else
+                        // The bench build makes no other https call -- this factory is
+                        // installed only in FIXTURE_MODE (MainActivity) -- so there is
+                        // deliberately no delegate to a platform handler here: once a
+                        // URLStreamHandlerFactory is installed there is no supported way to
+                        // ask the JDK for its own default handler back, and re-entering this
+                        // same factory for the fallback would recurse forever rather than
+                        // reach one.
+                        throw java.io.IOException(
+                                "bench build's fixture network has no route to https host " +
+                                    "${url.host} -- only ${BenchFixture.FIXTURE_HOST} is served"
+                            )
+                }
+        }
+    )
+}
+
+private var installed = false
+
+/**
+ * Answers one request against [BenchFixture] instead of opening a socket. Implements just enough of
+ * [HttpsURLConnection] for [requestFromServer] and [Sse] to work unmodified: both only call
+ * `connect`/`disconnect`, set a handful of request properties they never need answered, and read
+ * `responseCode` and `inputStream`.
+ */
+private class FixtureConnection(url: URL) : HttpsURLConnection(url) {
+    private var input: InputStream? = null
+    private var writer: Thread? = null
+
+    override fun connect() {
+        if (input != null) return
+        input = route(url.path, url.query)
+    }
+
+    override fun disconnect() {
+        writer?.interrupt()
+        try {
+            input?.close()
+        } catch (_: IOException) {}
+    }
+
+    override fun usingProxy() = false
+
+    override fun getResponseCode(): Int {
+        connect()
+        return 200
+    }
+
+    override fun getInputStream(): InputStream {
+        connect()
+        return input!!
+    }
+
+    override fun getErrorStream(): InputStream? = null
+
+    // Nothing here reads any of these; implemented only because HttpsURLConnection declares them
+    // abstract. A fixture never negotiates real TLS, so each says exactly that rather than
+    // fabricating a plausible-looking certificate.
+    override fun getCipherSuite() = "none (bench fixture, no TLS)"
+
+    override fun getLocalCertificates(): Array<Certificate>? = null
+
+    override fun getServerCertificates(): Array<Certificate> =
+        throw SSLPeerUnverifiedException("bench fixture connection presents no certificate")
+
+    override fun getPeerPrincipal(): Principal =
+        throw SSLPeerUnverifiedException("bench fixture connection presents no certificate")
+
+    override fun getLocalPrincipal(): Principal? = null
+
+    /**
+     * [path] is `/sessions/{id}/...`; everything else this build's fixture is asked for is a bug.
+     */
+    private fun route(path: String, query: String?): InputStream {
+        val params =
+            (query ?: "")
+                .split("&")
+                .filter { it.contains('=') }
+                .associate {
+                    val (k, v) = it.split("=", limit = 2)
+                    k to java.net.URLDecoder.decode(v, "UTF-8")
+                }
+        return when {
+            path.endsWith("/transcript") -> {
+                val lines =
+                    BenchFixture.page(
+                        before = params["before"]?.toLongOrNull(),
+                        limit = params["limit"]?.toIntOrNull() ?: 80,
+                        after = params["after"]?.toLongOrNull(),
+                    )
+                val body = JSONArray(lines.map { org.json.JSONObject(it) })
+                ByteArrayInputStream(body.toString().toByteArray())
+            }
+            path.endsWith("/events") -> openEventsStream(params["after"]?.toLongOrNull() ?: 0L)
+            path.contains("/files/") -> {
+                val name = path.substringAfterLast("/files/")
+                val bytes =
+                    BenchFixture.fileBytes(name)
+                        ?: throw IOException("bench fixture has no file named $name")
+                ByteArrayInputStream(bytes)
+            }
+            else -> throw IOException("bench fixture has no route for $path")
+        }
+    }
+
+    /**
+     * A live SSE body: [BenchFixture.linesAfter] replayed immediately, then polled every 50ms for
+     * anything [BenchFixture.pushNextLiveEvent] has added since -- the same shape a real backend's
+     * backlog-then-follow gives [Sse], just polled instead of woken, which is a fixture's business
+     * rather than something worth a condition variable for.
+     */
+    private fun openEventsStream(after: Long): InputStream {
+        val pipeIn = PipedInputStream(1 shl 16)
+        val pipeOut = PipedOutputStream(pipeIn)
+        var sent = after
+        val thread = Thread {
+            try {
+                while (!Thread.currentThread().isInterrupted) {
+                    val fresh = BenchFixture.linesAfter(sent)
+                    for (line in fresh) {
+                        pipeOut.write("data: $line\n\n".toByteArray())
+                        pipeOut.flush()
+                        sent = org.json.JSONObject(line).getLong("seq")
+                    }
+                    Thread.sleep(50)
+                }
+            } catch (_: InterruptedException) {
+                // disconnect() -- the ordinary way this ends.
+            } catch (_: IOException) {
+                // The reader side (Sse) closed its end.
+            } finally {
+                try {
+                    pipeOut.close()
+                } catch (_: IOException) {}
+            }
+        }
+            .also {
+                it.isDaemon = true
+                it.start()
+            }
+        writer = thread
+        return pipeIn
+    }
+}

app/androidApp/src/main/kotlin/com/example/aiapp/BenchRun.kt

@@ -0,0 +1,325 @@
+package com.example.aiapp
+
+import android.content.Context
+import android.os.BatteryManager
+import android.os.Process
+import android.view.View
+import androidx.compose.foundation.gestures.FlingBehavior
+import androidx.compose.foundation.lazy.LazyListState
+import androidx.compose.ui.focus.FocusRequester
+import androidx.core.view.ViewCompat
+import androidx.core.view.WindowInsetsCompat
+import androidx.core.view.WindowInsetsControllerCompat
+import java.io.File
+import kotlinx.coroutines.CoroutineScope
+import kotlinx.coroutines.delay
+import kotlinx.coroutines.isActive
+import kotlinx.coroutines.launch
+
+/**
+ * P0's scripted benchmark, run in-process instead of by a shell script: the phone has no usable
+ * system tracing (this-machine-android's skill) and no agent can drive it, so the same scroll loop
+ * and streaming phase `transcript-bench.sh`/`stream-bench.sh` drive over `ui-trace` are reproduced
+ * here against [LazyListState] and [BenchFixture] directly. Only reachable from the `bench` build
+ * (see [SessionSettingsDialog]'s `onRunBenchmark`), but compiled into every build for the reason
+ * [BenchFixture]'s doc comment gives.
+ *
+ * **v2 (2026-09-06)**, asked for by Iris because the v1 fling was too gentle to stress-test the
+ * scroll path and said nothing about typing or the keyboard. Four phases now, each a slice of the
+ * same [FrameStats] recording ([FrameStats.markPhase]/[FrameStats.phaseLines] -- one recorder, not
+ * two): **fling** (real `FlingBehavior`, not `animateScrollBy`), **stream** (unchanged from v1),
+ * **type** (600 fixed characters into the real composer `TextFieldValue`, then deleted), and
+ * **keyboard** (five show/hide cycles). The exact constants below are also written into
+ * `docs/RUST.md`'s P0 box, "Benchmark v2 (2026-09-06)", so the iris half implements the identical
+ * spec -- changing a number here without updating that box makes the two apps measure different
+ * things while looking like the same benchmark.
+ */
+object BenchRun {
+    /** transcript-bench.sh's default: 6 cycles of 4 swipes each, kept as the pre-v2 comparison. */
+    private const val CYCLES = 6
+    private const val SWIPE_PX = 900f
+    private const val SWIPE_MS = 200
+    private const val SWIPE_PAUSE_MS = 500L
+
+    /**
+     * Fling phase (v2): a real fling through the list's own [FlingBehavior], not `animateScrollBy`
+     * -- Iris's ask was that it "travel way faster" than the old tween-based swipe, and a tween can
+     * never exceed the distance it is told to cover in the time it is given, while a real fling
+     * decays from an initial velocity the way a finger flick does. 12,000 px/s is roughly a hard,
+     * fast flick on a ~420dp/in device (about 30 dp/ms-equivalent initial speed); chosen well above
+     * the ~4,500 px/s a moderate `animateScrollBy` swipe implies, so this phase exercises the fast
+     * end of what the platform's fling decay produces rather than the gentle one v1 measured.
+     */
+    private const val FLING_VELOCITY_PX_S = 12_000f
+
+    private const val FLING_COUNT = 8
+    private const val FLING_SETTLE_CAP_MS = 3_000L
+    private const val FLING_PAUSE_MS = 300L
+
+    /** stream-bench.sh's shape: a real reply arrives as many small deltas, not one big write. */
+    private const val STREAM_EVENTS_PER_SEC = 20
+    private const val STREAM_SECONDS = 20
+
+    /**
+     * Type phase (v2): sentences built from long, multisyllabic words so the composer actually
+     * wraps across lines rather than fitting one, and long enough (600 chars) that the composer's
+     * own height grows over several frames, pushing the transcript above it upward the same way a
+     * real long message does. Exactly this string is also in `docs/RUST.md`'s P0 box so the iris
+     * half types the identical content.
+     */
+    const val TYPE_TEXT =
+        "Benchmarking this transcript screen requires unusually long, multisyllabic words so " +
+            "wrapping and reflow are properly exercised: internationalization, " +
+            "counterproductiveness, disproportionately, incomprehensibility, " +
+            "deinstitutionalization, uncharacteristically, overenthusiastically, " +
+            "misunderstanding, straightforwardness, telecommunications, and interdisciplinary " +
+            "collaboration all push a narrow composer field to wrap across several lines while " +
+            "the transcript above is pushed upward by the growing keyboard-adjacent box, which " +
+            "is exactly what a real reader typing a long message sees happening now!!!"
+
+    private const val TYPE_CHAR_DELAY_MS = 50L
+
+    /**
+     * Keyboard phase (v2): five show/hide cycles, a second apart, is enough to see whether the
+     * transition is ever actually observed rather than being a one-off fluke either way.
+     */
+    private const val KEYBOARD_CYCLES = 5
+    private const val KEYBOARD_SHOW_WAIT_MS = 1_000L
+    private const val KEYBOARD_HIDE_WAIT_MS = 1_000L
+
+    /**
+     * Scrolls, flings, streams, types and toggles the keyboard, then returns the extra report lines
+     * P0 asked for (per-phase travel/typing/keyboard counts, plus CPU time, peak RSS, battery
+     * current) -- [FrameStats] and [DebugStats] are reset first, exactly as `copyRenderReport`
+     * resets them, so the two accountings cover the same stretch of work.
+     */
+    suspend fun run(
+        context: Context,
+        scope: CoroutineScope,
+        listState: LazyListState,
+        flingBehavior: FlingBehavior,
+        composerFocus: FocusRequester,
+        setComposerText: (String) -> Unit,
+        view: View,
+    ): List<String> {
+        FrameStats.reset()
+        DebugStats.reset()
+        val cpuStartMs = Process.getElapsedCpuTime()
+
+        val battery = BatterySampler(context)
+        // Launched in the caller's scope rather than a fresh coroutineScope{} here, which would
+        // suspend this function until the sampler job ended -- and it only ends when told to.
+        val samplerJob = scope.launch {
+            while (isActive) {
+                battery.sample()
+                delay(1000)
+            }
+        }
+
+        val travel = runFlingPhase(listState, flingBehavior)
+        val sent = runStreamPhase()
+        runTypePhase(listState, composerFocus, setComposerText, view)
+        val keyboard = runKeyboardPhase(context, view)
+
+        samplerJob.cancel()
+        val cpuMs = Process.getElapsedCpuTime() - cpuStartMs
+        val rssLine = peakRssLine()
+        val batteryLine = battery.finish()
+
+        return listOf(
+            "  fling: $FLING_COUNT flings out + $FLING_COUNT back at" +
+                " ${FLING_VELOCITY_PX_S.toInt()}px/s, travel $travel",
+            "  scroll: $CYCLES cycles (${CYCLES * 4} swipes, legacy tween), " +
+                "streamed $sent/${STREAM_EVENTS_PER_SEC * STREAM_SECONDS} fixture events",
+            "  type: ${TYPE_TEXT.length} characters inserted then deleted, one per" +
+                " ${TYPE_CHAR_DELAY_MS}ms",
+            keyboard,
+            "  process CPU time over this run: ${cpuMs}ms",
+            rssLine,
+            batteryLine,
+        )
+    }
+
+    /**
+     * Phase 1: starting pinned at the newest end, [FLING_COUNT] flings away from it (toward older
+     * messages) through the list's real fling path, then [FLING_COUNT] back. Positive velocity here
+     * matches this list's existing scroll-offset convention (`TranscriptList`'s `reverseLayout`
+     * pins index 0 -- the newest item -- at the bottom; a positive scroll offset moves the viewport
+     * toward higher indices, i.e. away from the newest end and toward older content), the same sign
+     * the pre-v2 swipe loop below already used for its first two swipes.
+     */
+    private suspend fun runFlingPhase(
+        listState: LazyListState,
+        flingBehavior: FlingBehavior,
+    ): String {
+        FrameStats.markPhase("fling")
+        listState.scrollToItem(0)
+        val start = position(listState)
+        repeat(FLING_COUNT) {
+            listState.scroll { with(flingBehavior) { performFling(FLING_VELOCITY_PX_S) } }
+            waitForSettle(listState)
+            delay(FLING_PAUSE_MS)
+        }
+        val outward = position(listState)
+        repeat(FLING_COUNT) {
+            listState.scroll { with(flingBehavior) { performFling(-FLING_VELOCITY_PX_S) } }
+            waitForSettle(listState)
+            delay(FLING_PAUSE_MS)
+        }
+        val back = position(listState)
+        return "start=$start outward=$outward end=$back"
+    }
+
+    private fun position(listState: LazyListState) =
+        "idx=${listState.firstVisibleItemIndex}/off=${listState.firstVisibleItemScrollOffset}px"
+
+    /** Belt-and-suspenders on top of `performFling` already suspending until its own decay ends. */
+    private suspend fun waitForSettle(listState: LazyListState) {
+        val startedAt = System.currentTimeMillis()
+        while (
+            listState.isScrollInProgress &&
+                System.currentTimeMillis() - startedAt < FLING_SETTLE_CAP_MS
+        ) {
+            delay(16)
+        }
+    }
+
+    /**
+     * Phase 2 (unchanged from v1): pinned to the newest end before streaming starts, the way
+     * stream-bench.sh's "Jump to latest" tap is -- a reply streamed into a list parked further back
+     * arrives off-screen and the report would show nothing happened.
+     */
+    private suspend fun runStreamPhase(): Int {
+        FrameStats.markPhase("stream")
+        var sent = 0
+        val total = STREAM_EVENTS_PER_SEC * STREAM_SECONDS
+        while (sent < total && BenchFixture.remainingStreamEvents() > 0) {
+            BenchFixture.pushNextLiveEvent()
+            sent++
+            delay(1000L / STREAM_EVENTS_PER_SEC)
+        }
+        // Lets the last few deltas land and draw before the next phase starts.
+        delay(300)
+        return sent
+    }
+
+    /**
+     * Phase 3: focuses the real composer, shows the keyboard if the platform allows it, then types
+     * [TYPE_TEXT] one character at a time through the same `TextFieldValue` state a real keystroke
+     * updates, and deletes it the same way -- this is what exercises wrapping and the transcript
+     * being pushed upward, not a single big write.
+     */
+    private suspend fun runTypePhase(
+        listState: LazyListState,
+        composerFocus: FocusRequester,
+        setComposerText: (String) -> Unit,
+        view: View,
+    ) {
+        FrameStats.markPhase("type")
+        listState.scrollToItem(0)
+        composerFocus.requestFocus()
+        showIme(view.context, view)
+        // Lets focus and the keyboard's opening animation land before typing starts, so the frames
+        // this phase records are the wrap/reflow it is measuring, not the keyboard opening.
+        delay(300)
+        var typed = ""
+        for (ch in TYPE_TEXT) {
+            typed += ch
+            setComposerText(typed)
+            delay(TYPE_CHAR_DELAY_MS)
+        }
+        delay(200)
+        while (typed.isNotEmpty()) {
+            typed = typed.dropLast(1)
+            setComposerText(typed)
+            delay(TYPE_CHAR_DELAY_MS)
+        }
+    }
+
+    /**
+     * Phase 4: [KEYBOARD_CYCLES] show/hide cycles through the same [WindowInsetsControllerCompat]
+     * path a real IME toggle goes through, reporting how many of each were actually confirmed by
+     * [android.view.WindowInsets.isVisible] rather than assumed from having asked -- UI_RULES:
+     * never present an inferred value as a measured one. If the platform never shows it even once,
+     * this says so in words rather than reporting a phase with no keyboard in it.
+     */
+    private suspend fun runKeyboardPhase(context: Context, view: View): String {
+        FrameStats.markPhase("keyboard")
+        var shown = 0
+        var hidden = 0
+        repeat(KEYBOARD_CYCLES) {
+            showIme(context, view)
+            delay(KEYBOARD_SHOW_WAIT_MS)
+            if (imeVisible(view)) shown++
+            hideIme(context, view)
+            delay(KEYBOARD_HIDE_WAIT_MS)
+            if (!imeVisible(view)) hidden++
+        }
+        return if (shown == 0) {
+            "  keyboard: could not be shown ($KEYBOARD_CYCLES attempts, 0 confirmed visible)"
+        } else {
+            "  keyboard: shown $shown/$KEYBOARD_CYCLES, hidden $hidden/$KEYBOARD_CYCLES" +
+                " (confirmed via isImeVisible)"
+        }
+    }
+
+    private fun controller(context: Context, view: View): WindowInsetsControllerCompat? {
+        val window = context.activity()?.window ?: return null
+        return WindowInsetsControllerCompat(window, view)
+    }
+
+    private fun showIme(context: Context, view: View) {
+        controller(context, view)?.show(WindowInsetsCompat.Type.ime())
+    }
+
+    private fun hideIme(context: Context, view: View) {
+        controller(context, view)?.hide(WindowInsetsCompat.Type.ime())
+    }
+
+    private fun imeVisible(view: View): Boolean =
+        ViewCompat.getRootWindowInsets(view)?.isVisible(WindowInsetsCompat.Type.ime()) ?: false
+
+    /** VmHWM from /proc/self/status: the process's high-water mark, in kB, since it started. */
+    private fun peakRssLine(): String {
+        val kb =
+            try {
+                File("/proc/self/status")
+                    .readLines()
+                    .firstOrNull { it.startsWith("VmHWM:") }
+                    ?.trim()
+                    ?.removePrefix("VmHWM:")
+                    ?.trim()
+                    ?.removeSuffix("kB")
+                    ?.trim()
+                    ?.toLongOrNull()
+            } catch (_: Exception) {
+                null
+            }
+        return "  peak RSS: " +
+            (kb?.let { "${it}kB" } ?: "unavailable (/proc/self/status unreadable)")
+    }
+}
+
+/**
+ * Samples [BatteryManager.BATTERY_PROPERTY_CURRENT_NOW] (microamps) once a second for the length of
+ * a run. The property returns `Int.MIN_VALUE` on hardware that does not support it -- most
+ * emulators -- and that is reported as "unavailable" rather than folded into an average with the
+ * real samples, which would silently understate every number after it. See UI_RULES: never present
+ * an inferred value as a measured one.
+ */
+private class BatterySampler(context: Context) {
+    private val manager = context.getSystemService(BatteryManager::class.java)
+    private val samples = mutableListOf<Int>()
+
+    fun sample() {
+        val value = manager?.getIntProperty(BatteryManager.BATTERY_PROPERTY_CURRENT_NOW)
+        if (value != null && value != Int.MIN_VALUE) samples.add(value)
+    }
+
+    fun finish(): String {
+        if (samples.isEmpty()) return "  battery current: unavailable on this device"
+        val meanUa = samples.sum() / samples.size
+        return "  battery current: mean ${meanUa}µA over ${samples.size} samples" +
+            " (min ${samples.min()}, max ${samples.max()})"
+    }
+}

app/androidApp/src/main/kotlin/com/example/aiapp/DebugStats.kt

@@ -127,6 +127,20 @@ fun debugReport(
     frames: List<String>,
     accounting: List<String>,
     crash: String?,
+    /**
+     * P0's benchmark-only measurements (process CPU time, peak RSS, battery current) -- empty on
+     * every path but [BenchRun.runP0Benchmark], which is the only caller that has them. A section
+     * heading only appears when there is something to put under it, so an ordinary copy from the
+     * render-report button reads exactly as it did before this existed.
+     */
+    extra: List<String> = emptyList(),
+    /**
+     * Bench v2's per-phase frame accounting ([FrameStats.phaseLines]) --
+     * fling/stream/type/keyboard, each a slice of the same frames the whole-run sections below
+     * still cover in full. Empty on every path but the scripted bench run, same reasoning as
+     * [extra].
+     */
+    phaseFrames: List<String> = emptyList(),
 ): String = buildString {
     appendLine("ai-app render report")
     appendLine(device)
@@ -141,6 +155,11 @@ fun debugReport(
     appendLine("transcript:")
     transcript.forEach { appendLine(it) }
     appendLine()
+    if (phaseFrames.isNotEmpty()) {
+        appendLine("per phase:")
+        phaseFrames.forEach { appendLine(it) }
+        appendLine()
+    }
     appendLine("frames:")
     frames.forEach { appendLine(it) }
     appendLine()
@@ -152,6 +171,11 @@ fun debugReport(
     appendLine("work since this was last copied:")
     val work = DebugStats.lines()
     if (work.isEmpty()) appendLine("  nothing recorded") else work.forEach { appendLine(it) }
+    if (extra.isNotEmpty()) {
+        appendLine()
+        appendLine("bench:")
+        extra.forEach { appendLine(it) }
+    }
 }
 
 /** Puts [text] on the clipboard under [label], which is what the system offers as its name. */

app/androidApp/src/main/kotlin/com/example/aiapp/Dividers.kt

@@ -12,6 +12,10 @@ import androidx.compose.ui.Alignment
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.graphics.Color
 import androidx.compose.ui.unit.dp
+import java.time.Instant
+import java.time.ZoneId
+import java.time.format.DateTimeFormatter
+import java.time.format.FormatStyle
 
 /**
  * A line across the transcript saying what left the session's context.
@@ -47,3 +51,40 @@ fun TranscriptDivider(text: String, color: Color, modifier: Modifier = Modifier)
 fun ClearedRow(modifier: Modifier = Modifier) {
     TranscriptDivider("Context cleared", clearedColor, modifier)
 }
+
+/**
+ * The mark running out of quota leaves.
+ *
+ * The same red the usage bar takes when a window is spent, because it is the same fact in a second
+ * place: colour by consequence, so "there is nothing left to spend" is learned once.
+ *
+ * A time rather than a countdown. The row is folded once and never re-measured, so a span would go
+ * stale on screen the moment it was drawn; and this is when the *account* said it would reset,
+ * which is not a promise about when the session picks back up. A limit the session was told no
+ * reset time for says nothing about one -- that state has its own words rather than a plausible
+ * number.
+ */
+@Composable
+fun LimitRow(item: TranscriptItem.LimitNote, modifier: Modifier = Modifier) {
+    TranscriptDivider(limitSummary(item.resetsAt, ZoneId.systemDefault()), overLimitColor, modifier)
+}
+
+/**
+ * What the row says. Split out so the wording is testable without a screen, since the two states it
+ * has to keep apart -- a reset time that arrived and one that never did -- are exactly the pair
+ * that reads the same when it goes wrong.
+ *
+ * [zone] is a parameter rather than read here so a test says the same thing wherever it runs.
+ */
+fun limitSummary(resetsAt: Double?, zone: ZoneId): String {
+    val at = resetsAt?.let {
+        try {
+            DateTimeFormatter.ofLocalizedTime(FormatStyle.SHORT)
+                .withZone(zone)
+                .format(Instant.ofEpochSecond(it.toLong()))
+        } catch (_: Exception) {
+            null
+        }
+    }
+    return if (at == null) "Usage limit reached" else "Usage limit reached • resets $at"
+}

app/androidApp/src/main/kotlin/com/example/aiapp/EventStream.kt

@@ -14,7 +14,7 @@ private const val RESET_EVENT = "reset"
  * mean. [close] from any thread ends it, and the caller owns reconnecting -- with the last seq it
  * saw as the new cursor.
  */
-class EventStream(settings: ServerSettings, private val sessionId: String) {
+class EventStream(settings: ServerSettings, private val address: TranscriptAddress) {
     private val stream = Sse(settings)
 
     fun close() = stream.close()
@@ -35,7 +35,7 @@ class EventStream(settings: ServerSettings, private val sessionId: String) {
         // one and the screen folds the other, and they have to be the same line.
         onEvent: (raw: String, event: SeqEvent) -> Unit,
     ) {
-        stream.run("/sessions/$sessionId/events?after=$after", onOpen) { name, data ->
+        stream.run("/${address.urlPath}/events?after=$after", onOpen) { name, data ->
             // A named frame carries no payload and a data frame has no name.
             if (name == RESET_EVENT) onReset()
             else if (data.isNotEmpty()) onEvent(data, parseSeqEvent(data))

app/androidApp/src/main/kotlin/com/example/aiapp/Events.kt

@@ -157,6 +157,18 @@ sealed class SessionEvent {
      */
     data object Cleared : SessionEvent()
 
+    /**
+     * The session stopped because its account's usage limit was reached.
+     *
+     * Its own event rather than an [Error] carrying the CLI's sentence, because it is a state
+     * rather than something that went wrong -- and because the raw sentence is `Claude AI usage
+     * limit reached|1788546972`, which is not readable by the person it is shown to.
+     *
+     * [resetsAt] is epoch seconds and null where the session was told nothing. Only the server acts
+     * on it; what this draws it as is a time, not a countdown, because nothing here re-measures it.
+     */
+    data class LimitReached(val resetsAt: Double?) : SessionEvent()
+
     data class Error(val message: String) : SessionEvent()
 
     /**
@@ -261,6 +273,10 @@ fun parseSeqEvent(json: String): SeqEvent {
                     trigger = body.optString("trigger").ifEmpty { null },
                 )
             "cleared" -> SessionEvent.Cleared
+            "limitReached" ->
+                SessionEvent.LimitReached(
+                    if (body.has("resetsAt")) body.getDouble("resetsAt") else null
+                )
             "error" -> SessionEvent.Error(body.getString("message"))
             else -> SessionEvent.Unknown(type)
         }

app/androidApp/src/main/kotlin/com/example/aiapp/FrameStats.kt

@@ -42,6 +42,21 @@ object FrameStats {
     private val gpu = ArrayList<Long>()
     private var since = System.currentTimeMillis()
 
+    /**
+     * Where a named phase of a scripted run (bench v2's fling/stream/type/keyboard) started, as an
+     * index into [total] and a wall-clock time -- not a second recorder, just a mark on this one,
+     * so a phase's frames are the same [FrameMetrics] the whole-run report already has, sliced.
+     */
+    private data class PhaseMark(val name: String, val startIndex: Int, val startMs: Long)
+
+    private val phaseMarks = ArrayList<PhaseMark>()
+
+    /** Call at the start of each named phase of a scripted run; see [BenchRun]. */
+    @Synchronized
+    fun markPhase(name: String) {
+        phaseMarks += PhaseMark(name, total.size, System.currentTimeMillis())
+    }
+
     @Synchronized
     fun add(metrics: FrameMetrics) {
         // The first frame after a window opens includes inflating it and is nobody's scroll.
@@ -69,6 +84,7 @@ object FrameStats {
         listOf(total, waited, input, animation, layout, draw, sync, issue, swap, gpu).forEach {
             it.clear()
         }
+        phaseMarks.clear()
         since = System.currentTimeMillis()
     }
 
@@ -95,6 +111,38 @@ object FrameStats {
         ) + if (gpu.isEmpty()) emptyList() else listOf(phase("gpu   ", gpu))
     }
 
+    /**
+     * One block per [markPhase] call: how many frames landed between that mark and the next (or the
+     * end of the run, for the last one), how many were late, the total/p50/p90/p99, the worst
+     * single frame, and how long the phase actually ran. Marks with no frames between them (a phase
+     * that finished before a frame was drawn) still get a line rather than being silently dropped
+     * -- UI_RULES' "say what you don't know" applies to a phase as much as to a single number.
+     */
+    @Synchronized
+    fun phaseLines(refreshHz: Float): List<String> {
+        if (phaseMarks.isEmpty()) return emptyList()
+        val budget = if (refreshHz > 0) 1000.0 / refreshHz else 16.7
+        val lines = ArrayList<String>()
+        phaseMarks.forEachIndexed { i, mark ->
+            val endIndex = if (i + 1 < phaseMarks.size) phaseMarks[i + 1].startIndex else total.size
+            val endMs =
+                if (i + 1 < phaseMarks.size) phaseMarks[i + 1].startMs
+                else System.currentTimeMillis()
+            val samples = total.subList(mark.startIndex, endIndex)
+            val seconds = (endMs - mark.startMs) / 1000.0
+            lines += "  ${mark.name}: ${samples.size} frames over ${"%.1f".format(seconds)}s"
+            if (samples.isEmpty()) {
+                lines += "    no frames recorded in this phase"
+            } else {
+                val late = samples.count { it / 1_000_000.0 > budget }
+                lines += "    late: $late (${percent(late, samples.size)})"
+                lines += "    " + phase("total ", samples)
+                lines += "    worst ${"%.1fms".format(samples.max() / 1_000_000.0)}"
+            }
+        }
+        return lines
+    }
+
     /** How long the frames recorded here spent in their draw phase, and how many there were. */
     @Synchronized fun drawPhase(): Pair<Long, Int> = draw.sum() to draw.size
 

app/androidApp/src/main/kotlin/com/example/aiapp/MainActivity.kt

@@ -66,6 +66,35 @@ class MainActivity : ComponentActivity() {
         // Transparent status bar on every version; the Surface below paints through underneath it
         // and content insets itself. Same reasoning as dev-updater's MainActivity.
         enableEdgeToEdge()
+
+        // The `bench` build's entire purpose (P0, docs/RUST.md): open straight onto the session
+        // screen against BenchFixture's in-process fake backend, with no enrollment, no network
+        // permission, and no notification prompt -- none of them mean anything with no server and
+        // no real device to notify. See BenchFixture.kt and BenchNetwork.kt for how a screen built
+        // to talk to a real backend is made to talk to this instead. Still needs the same
+        // status/navigation-bar padding the ordinary flow below applies: edge-to-edge is the
+        // platform's own default from Android 15 on this app's targetSdk, with or without the call
+        // above, so skipping the padding here put the header's own buttons under the status bar --
+        // there to look at, but not there for `ui-trace`'s tap-by-label to land on.
+        if (BuildConfig.FIXTURE_MODE) {
+            installFixtureNetworkOnce()
+            BenchFixture.ensureLoaded(this)
+            setContent {
+                MaterialTheme(colorScheme = AiAppColors) {
+                    Surface(modifier = Modifier.fillMaxSize()) {
+                        Box(Modifier.fillMaxSize().statusBarsPadding().navigationBarsPadding()) {
+                            SessionScreen(
+                                settings = BenchFixture.settings,
+                                summary = benchSessionSummary(),
+                                onBack = { finish() },
+                                onFiles = {},
+                            )
+                        }
+                    }
+                }
+            }
+            return
+        }
         // Dark status-bar icons only over a light background, decided from the scheme rather than
         // fixed. It was hardcoded to `true`, which was right against the default light surface and
         // became unreadable the moment the app wore Catppuccin Mocha.
@@ -147,6 +176,33 @@ class MainActivity : ComponentActivity() {
         }
     }
 
+    /** The one session the `bench` build ever shows -- BenchFixture's session id, nothing else. */
+    private fun benchSessionSummary() =
+        SessionSummary(
+            id = BenchFixture.SESSION_ID,
+            setup = "bench",
+            setupName = "bench",
+            provider = "bench",
+            title = "P0 benchmark",
+            model = null,
+            keepsOwnTranscript = false,
+            permissionMode = null,
+            effort = null,
+            takesEffort = false,
+            imported = false,
+            notify = false,
+            autoResume = false,
+            autoResumeMessage = "",
+            resumeAt = null,
+            cwd = null,
+            contextTokens = null,
+            maxImageEdge = null,
+            usageProvider = null,
+            status = "idle",
+            lastActivity = 0.0,
+            subagents = 0,
+        )
+
     // launchMode="singleTop": an enrollment scan, or a notification tapped while the app is open,
     // lands here rather than in a second activity instance.
     override fun onNewIntent(intent: Intent) {

app/androidApp/src/main/kotlin/com/example/aiapp/MainScreen.kt

@@ -48,6 +48,8 @@ fun MainScreen(
     /** What another app shared in and no session has taken yet; see [ShareRequest]. */
     share: ShareRequest? = null,
     onOpen: (SessionSummary) -> Unit,
+    /** Opens one session's subagent, from the expander under its card. */
+    onOpenSubagent: (SessionSummary, SubagentSummary) -> Unit,
     onSpawn: () -> Unit,
     onImported: (SessionSummary) -> Unit,
     onSettings: () -> Unit,
@@ -139,6 +141,7 @@ fun MainScreen(
                     settings = settings,
                     reloadToken = token,
                     onOpen = onOpen,
+                    onOpenSubagent = onOpenSubagent,
                     onSpawn = onSpawn,
                 )
             MainTab.Import ->

app/androidApp/src/main/kotlin/com/example/aiapp/SessionListScreen.kt

@@ -1,7 +1,9 @@
 package com.example.aiapp
 
 import androidx.compose.foundation.ExperimentalFoundationApi
+import androidx.compose.foundation.clickable
 import androidx.compose.foundation.combinedClickable
+import androidx.compose.foundation.layout.Arrangement
 import androidx.compose.foundation.layout.Box
 import androidx.compose.foundation.layout.Column
 import androidx.compose.foundation.layout.Row
@@ -9,6 +11,7 @@ import androidx.compose.foundation.layout.Spacer
 import androidx.compose.foundation.layout.fillMaxSize
 import androidx.compose.foundation.layout.fillMaxWidth
 import androidx.compose.foundation.layout.height
+import androidx.compose.foundation.layout.heightIn
 import androidx.compose.foundation.layout.padding
 import androidx.compose.foundation.layout.width
 import androidx.compose.foundation.lazy.LazyColumn
@@ -17,6 +20,7 @@ import androidx.compose.material3.Card
 import androidx.compose.material3.CircularProgressIndicator
 import androidx.compose.material3.FloatingActionButton
 import androidx.compose.material3.MaterialTheme
+import androidx.compose.material3.OutlinedCard
 import androidx.compose.material3.Switch
 import androidx.compose.material3.Text
 import androidx.compose.material3.TextButton
@@ -30,6 +34,8 @@ import androidx.compose.runtime.setValue
 import androidx.compose.ui.Alignment
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.platform.LocalContext
+import androidx.compose.ui.semantics.contentDescription
+import androidx.compose.ui.semantics.semantics
 import androidx.compose.ui.unit.dp
 import kotlinx.coroutines.Dispatchers
 import kotlinx.coroutines.launch
@@ -47,12 +53,40 @@ fun SessionListScreen(
     settings: ServerSettings,
     reloadToken: Int,
     onOpen: (SessionSummary) -> Unit,
+    /** Opens one session's subagent, from the expander under its card. */
+    onOpenSubagent: (SessionSummary, SubagentSummary) -> Unit,
     onSpawn: () -> Unit,
 ) {
     val scope = rememberCoroutineScope()
     var listState by remember { mutableStateOf<LoadState<List<SessionSummary>>>(LoadState.Loading) }
     var confirmingDelete by remember { mutableStateOf<SessionSummary?>(null) }
 
+    // Which session cards are expanded to show their subagents, and what each expansion fetched.
+    // Ids rather than a flag on the row for the same reason `deleting` is: the rows are rebuilt
+    // from
+    // whatever the server last said, and this belongs to the reader's own choice, which survives a
+    // refresh.
+    var expandedSessions by remember { mutableStateOf(setOf<String>()) }
+    var subagentLoads by remember {
+        mutableStateOf(mapOf<String, LoadState<List<SubagentSummary>>>())
+    }
+
+    fun loadSubagents(sessionId: String) {
+        subagentLoads = subagentLoads + (sessionId to LoadState.Loading)
+        scope.launch {
+            subagentLoads =
+                subagentLoads +
+                    (sessionId to
+                        try {
+                            LoadState.Loaded(
+                                withContext(Dispatchers.IO) { fetchSubagents(settings, sessionId) }
+                            )
+                        } catch (e: ApiException) {
+                            LoadState.failed(e)
+                        })
+        }
+    }
+
     // Failures that belong to one session rather than to the list, keyed by its id and shown on its
     // own card. The two scopes are decided by whether the server answered: it answered and refused,
     // so this says nothing about the other rows.
@@ -84,6 +118,14 @@ fun SessionListScreen(
                     withContext(Dispatchers.IO) {
                         transcriptCache.retainOnly(loaded.value.map { it.id }.toSet())
                     }
+                    // A session gone from this answer cannot still be expanded, and an expanded one
+                    // that is still here asks again -- its subagents may have changed since the
+                    // last
+                    // fetch.
+                    val ids = loaded.value.map { it.id }.toSet()
+                    expandedSessions = expandedSessions intersect ids
+                    subagentLoads = subagentLoads.filterKeys { it in ids }
+                    expandedSessions.forEach(::loadSubagents)
                     loaded
                 } catch (e: ApiException) {
                     LoadState.failed(e)
@@ -127,6 +169,17 @@ fun SessionListScreen(
                                 deleting = session.id in deleting,
                                 onOpen = { onOpen(session) },
                                 onLongPress = { confirmingDelete = session },
+                                expanded = session.id in expandedSessions,
+                                subagents = subagentLoads[session.id],
+                                onToggleSubagents = {
+                                    if (session.id in expandedSessions) {
+                                        expandedSessions = expandedSessions - session.id
+                                    } else {
+                                        expandedSessions = expandedSessions + session.id
+                                        loadSubagents(session.id)
+                                    }
+                                },
+                                onOpenSubagent = { subagent -> onOpenSubagent(session, subagent) },
                             )
                             Spacer(Modifier.height(12.dp))
                         }
@@ -225,7 +278,7 @@ fun SessionListScreen(
                                     deleteSession(settings, session.id, alsoDeleteForeign)
                                     // After it succeeded, not before: a refused delete leaves the
                                     // session exactly as it was, and its transcript with it.
-                                    transcriptCache.session(session.id).purge()
+                                    transcriptCache.session(TranscriptAddress(session.id)).purge()
                                 }
                                 // Only this row, and only what changed. Refetching the list instead
                                 // put every other session back through loading and handed the
@@ -276,6 +329,12 @@ private fun SessionCard(
     deleting: Boolean,
     onOpen: () -> Unit,
     onLongPress: () -> Unit,
+    /** Whether the expander below is open. Collapsed by default; see [SessionListScreen]. */
+    expanded: Boolean,
+    /** What the expander's own fetch answered, or null before it has been asked. */
+    subagents: LoadState<List<SubagentSummary>>?,
+    onToggleSubagents: () -> Unit,
+    onOpenSubagent: (SubagentSummary) -> Unit,
 ) {
     BusyItem(label = if (deleting) "deleting" else null) {
         Card(
@@ -332,11 +391,105 @@ private fun SessionCard(
                         color = MaterialTheme.colorScheme.error,
                     )
                 }
+                // Nothing at all for a card with no subagents: a disabled expander here would be
+                // noise on every ordinary session's card. Its own row at the bottom rather than
+                // beside the title or the machine line, so opening it never displaces text that was
+                // already on screen -- see UI_RULES on a control not displacing the text beside it.
+                if (session.subagents > 0) {
+                    Spacer(Modifier.height(8.dp))
+                    // The platform's minimum touch height, not the chevron's own ten or so dp:
+                    // at the chevron's height a tap meant for it landed on the first subcard
+                    // beneath and opened a subagent instead.
+                    Row(
+                        horizontalArrangement = Arrangement.Center,
+                        verticalAlignment = Alignment.CenterVertically,
+                        modifier =
+                            Modifier.fillMaxWidth()
+                                .heightIn(min = 48.dp)
+                                .clickable(enabled = !deleting, onClick = onToggleSubagents)
+                                .semantics {
+                                    contentDescription =
+                                        if (expanded) "Collapse subagents" else "Expand subagents"
+                                },
+                    ) {
+                        Chevron(if (expanded) Pointing.Up else Pointing.Down)
+                    }
+                    if (expanded) {
+                        Spacer(Modifier.height(4.dp))
+                        Column(verticalArrangement = Arrangement.spacedBy(8.dp)) {
+                            when (subagents) {
+                                null,
+                                is LoadState.Loading ->
+                                    CircularProgressIndicator(
+                                        modifier = Modifier.width(20.dp).height(20.dp),
+                                        strokeWidth = 2.dp,
+                                    )
+                                is LoadState.Error ->
+                                    // Said here rather than left silent: a fetch that failed and an
+                                    // expander that simply found nothing must not look the same --
+                                    // see UI_RULES on designing the unknown state first.
+                                    Text(
+                                        subagents.message,
+                                        style = MaterialTheme.typography.bodySmall,
+                                        color = MaterialTheme.colorScheme.error,
+                                    )
+                                is LoadState.Loaded ->
+                                    subagents.value.forEach { subagent ->
+                                        SubagentCard(
+                                            subagent,
+                                            onClick = { onOpenSubagent(subagent) },
+                                        )
+                                    }
+                            }
+                        }
+                    }
+                }
             }
         }
     }
 }
 
+/**
+ * One subagent, indented inside its session's card -- the way dev-updater draws a project's
+ * components (`ComponentCard`, `UpdaterScreen.kt`): an outlined card, not the session card's own
+ * filled one, so the nesting reads as one step rather than as another session.
+ */
+@Composable
+private fun SubagentCard(subagent: SubagentSummary, onClick: () -> Unit) {
+    OutlinedCard(Modifier.fillMaxWidth().clickable(onClick = onClick)) {
+        Column(Modifier.padding(horizontal = 12.dp, vertical = 8.dp)) {
+            Text(subagent.title, style = MaterialTheme.typography.titleSmall)
+            Spacer(Modifier.height(2.dp))
+            Row(modifier = Modifier.fillMaxWidth()) {
+                Text(
+                    subagentStatusLabel(subagent.status),
+                    style = MaterialTheme.typography.bodySmall,
+                    color = MaterialTheme.colorScheme.onSurfaceVariant,
+                    modifier = Modifier.weight(1f),
+                )
+                Text(
+                    relativeTime(subagent.lastActivity),
+                    style = MaterialTheme.typography.bodySmall,
+                    color = MaterialTheme.colorScheme.onSurfaceVariant,
+                )
+            }
+        }
+    }
+}
+
+/**
+ * The subcard's word for a subagent's status -- see SUBAGENTS.md's "Wire shape". Its own function
+ * rather than a branch inside [StatusText], because a subagent's three states are not that
+ * composable's five: "exited" reads as "finished" here, since its process was always its parent's
+ * and never something of its own to have merely stopped.
+ */
+private fun subagentStatusLabel(status: String) =
+    when (status) {
+        "running" -> "running"
+        "exited" -> "finished"
+        else -> "unknown"
+    }
+
 @Composable
 fun StatusText(status: String) {
     val (label, color) =

app/androidApp/src/main/kotlin/com/example/aiapp/SessionScreen.kt

@@ -12,6 +12,7 @@ import androidx.activity.result.PickVisualMediaRequest
 import androidx.activity.result.contract.ActivityResultContracts
 import androidx.compose.foundation.background
 import androidx.compose.foundation.clickable
+import androidx.compose.foundation.gestures.ScrollableDefaults
 import androidx.compose.foundation.gestures.awaitEachGesture
 import androidx.compose.foundation.gestures.awaitFirstDown
 import androidx.compose.foundation.layout.Box
@@ -64,12 +65,15 @@ import androidx.compose.runtime.snapshots.Snapshot
 import androidx.compose.ui.Alignment
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.draw.drawWithContent
+import androidx.compose.ui.focus.FocusRequester
+import androidx.compose.ui.focus.focusRequester
 import androidx.compose.ui.graphics.graphicsLayer
 import androidx.compose.ui.input.pointer.PointerEventPass
 import androidx.compose.ui.input.pointer.pointerInput
 import androidx.compose.ui.layout.onSizeChanged
 import androidx.compose.ui.platform.LocalContext
 import androidx.compose.ui.platform.LocalDensity
+import androidx.compose.ui.platform.LocalView
 import androidx.compose.ui.semantics.contentDescription
 import androidx.compose.ui.semantics.semantics
 import androidx.compose.ui.text.TextRange
@@ -216,16 +220,33 @@ fun SessionScreen(
     share: ShareRequest? = null,
     /** Said once [share] has been attached here, so it is not attached again. */
     onShareTaken: () -> Unit = {},
+    /**
+     * Draws this screen read-only, on a subagent's own transcript instead of the session's.
+     *
+     * A subagent has no process and no controls of its own -- see SUBAGENTS.md's "Phone" -- so
+     * every gate below keyed on this switches off the composer, the files button, the settings cog,
+     * the usage bar and notifications, while everything that draws a transcript (paging, cache,
+     * selection, images, the status row, stream reconnects) is reused unchanged, pointed at
+     * [address] instead of the session's own.
+     */
+    subagent: SubagentSummary? = null,
 ) {
     DebugStats.count("session screen recomposed")
+    val isSubagent = subagent != null
+    val address = TranscriptAddress(summary.id, subagent?.id)
     val scope = rememberCoroutineScope()
     val topEdgeHeld = remember { TopEdgeHold() }
     var items by remember { mutableStateOf(listOf<TranscriptItem>()) }
-    var status by remember { mutableStateOf(summary.status) }
+    var status by remember { mutableStateOf(subagent?.status ?: summary.status) }
     // Seeded from the row this screen was opened from, so a conversation already under way says how
     // much it is holding before any turn happens here. Null is "nobody has measured it", which is a
     // different answer from an empty context and is drawn differently.
-    var contextTokens by remember(summary.id) { mutableStateOf(summary.contextTokens) }
+    //
+    // A subagent has no context measurement of its own, so it always starts unmeasured rather than
+    // borrowing the parent session's figure -- see UI_RULES on not showing an inferred value as one
+    // that was measured.
+    var contextTokens by
+        remember(address) { mutableStateOf(if (isSubagent) null else summary.contextTokens) }
     // When the current compaction started. The moment comes off the `compacting` status event
     // itself -- the server timestamps every transcript line -- rather than off this device noticing
     // one, which is what makes it survive leaving the session and reopening it.
@@ -241,7 +262,13 @@ fun SessionScreen(
     val context = LocalContext.current
     // Seeded from what was left in the box last time and written back on every keystroke, so
     // leaving the screen does not throw away a half-typed message. See `Drafts.kt`.
-    var input by remember(summary.id) { mutableStateOf(atEnd(loadDraft(context, summary.id))) }
+    //
+    // A subagent has no box to type into, so it never touches a draft at all -- not this session's,
+    // which is what reading one keyed only by `summary.id` would do here.
+    var input by
+        remember(summary.id) {
+            mutableStateOf(if (isSubagent) atEnd("") else atEnd(loadDraft(context, summary.id)))
+        }
     // A model the reader has chosen and not yet confirmed. See [ModelSwitchWarning]: switching
     // makes the session re-read the whole conversation.
     var pendingModel by remember { mutableStateOf<String?>(null) }
@@ -294,27 +321,26 @@ fun SessionScreen(
     // Reload throws away what it was reading from.
     val cache = remember(settings) { TranscriptCache(cacheRoot(context, settings)) }
     val source =
-        remember(summary.id, epoch) {
-            TranscriptSource(settings, summary.id, cache.session(summary.id))
-        }
+        remember(address, epoch) { TranscriptSource(settings, address, cache.session(address)) }
     // Whether the cached tail has been shown to still be the server's own line. Nothing is resumed
     // from a cached cursor until it has, and a probe that could not be made leaves this false for
     // the stream loop to try again.
-    var probePassed by remember(summary.id, epoch) { mutableStateOf(false) }
+    var probePassed by remember(address, epoch) { mutableStateOf(false) }
     // Whether the opening effect is still settling that question. It draws the cached rows and
     // lifts [ready] before the answer arrives, which is the point of the cache -- so the stream
     // below waits for this rather than for `ready`, or it asks the same question twice.
-    var probing by remember(summary.id, epoch) { mutableStateOf(true) }
+    var probing by remember(address, epoch) { mutableStateOf(true) }
     // The oldest sequence number loaded, and whether there is more behind it. Paging backwards is
     // what keeps opening a long session cheap.
     var oldestSeq by remember { mutableLongStateOf(0L) }
-    // Where this session was last being read, from this device's own store. Read once, because the
-    // answer stops being interesting the moment the list is on screen.
-    val savedAnchor = remember(summary.id, epoch) { loadScrollAnchor(context, summary.id) }
+    // Where this transcript was last being read, from this device's own store, keyed by the address
+    // rather than the session id so a subagent's saved position cannot collide with its session's.
+    // Read once, because the answer stops being interesting the moment the list is on screen.
+    val savedAnchor = remember(address, epoch) { loadScrollAnchor(context, address.cachePath) }
     // Whether the saved position is still being put back. Nothing is drawn while it is: opening at
     // the newest end and then travelling to the anchor is exactly the journey a reader must never
     // see.
-    var restoring by remember(summary.id, epoch) { mutableStateOf(savedAnchor != null) }
+    var restoring by remember(address, epoch) { mutableStateOf(savedAnchor != null) }
     // Messages the server has taken and the session has not read yet, by the id that will resolve
     // them. From the event stream rather than from what this screen sent, so they survive leaving
     // the session -- and a message sent from another device is drawn waiting on this one too.
@@ -327,11 +353,22 @@ fun SessionScreen(
     var loadingHistory by remember { mutableStateOf(false) }
     var ready by remember { mutableStateOf(false) }
     // Replies parsed ahead of the rows that draw them; see [ParsedReplies].
-    val replies = remember(summary.id) { ParsedReplies() }
-    // Keyed like everything else describing one session's transcript. `rememberLazyListState` saves
-    // through `rememberSaveable`, and this screen restores by its own anchor instead -- two
-    // restores would fight over the first frame.
-    val listState = remember(summary.id) { LazyListState() }
+    val replies = remember(address) { ParsedReplies() }
+    // Keyed like everything else describing one transcript. `rememberLazyListState` saves through
+    // `rememberSaveable`, and this screen restores by its own anchor instead -- two restores would
+    // fight over the first frame.
+    val listState = remember(address) { LazyListState() }
+    // The list's own fling path -- what a real flick decays through -- captured here so BenchRun's
+    // fling phase can drive `LazyListState.scroll` through exactly the `FlingBehavior` this
+    // screen's
+    // `TranscriptList` already uses by not overriding it (its `LazyColumn` takes no `flingBehavior`
+    // argument, so this is the same default it gets).
+    val flingBehavior = ScrollableDefaults.flingBehavior()
+    // Where BenchRun's type phase focuses before it types, and the view it toggles the keyboard on
+    // -- both bench-only, but cheap enough (a remembered object, a CompositionLocal read) to hold
+    // unconditionally rather than behind a second code path only the bench build compiles.
+    val composerFocus = remember { FocusRequester() }
+    val view = LocalView.current
     // Whether the newest message is on screen right now. The list is reversed, so the newest end is
     // the scrolling start: nothing behind you is exactly being at the bottom. Asked of the scroll
     // state rather than of item indices, because a zero-height first item makes an index ambiguous.
@@ -637,7 +674,7 @@ fun SessionScreen(
     // ended and carries live events only. The window comes from this phone's own copy when there is
     // one, and then costs a single request to check that the server's transcript is still the one
     // it came from. See TRANSCRIPT_CACHE.md.
-    LaunchedEffect(summary.id, epoch) {
+    LaunchedEffect(address, epoch) {
         /**
          * One opening window onto the screen, whichever side it came from.
          *
@@ -667,11 +704,16 @@ fun SessionScreen(
                 // A replay is as old as the last visit; the row this screen was opened from was
                 // fetched moments ago. So the transcript comes from the cache and everything that
                 // is not the transcript comes from the summary -- otherwise a session that finished
-                // an hour ago opens saying "working" until the stream connects.
-                status = summary.status
-                model = summary.model
-                permissionMode = summary.permissionMode ?: "auto"
-                if (summary.status != "compacting") compactingSince = null
+                // an hour ago opens saying "working" until the stream connects. A subagent's status
+                // comes from its own summary, never the parent session's: they are two different
+                // things running or not, and the parent's model and permission mode do not apply to
+                // it at all.
+                status = subagent?.status ?: summary.status
+                if (!isSubagent) {
+                    model = summary.model
+                    permissionMode = summary.permissionMode ?: "auto"
+                }
+                if (status != "compacting") compactingSince = null
                 // Nothing to put back, so these rows are the screen and the probe can return under
                 // them. A restore still has history to fetch and is gated below.
                 if (savedAnchor == null) ready = true
@@ -798,7 +840,7 @@ fun SessionScreen(
     // at the top on their return. Switching apps is a choice somebody made, not a fault to report.
     // Stopping the stream deliberately makes the drop a close rather than an error, and resuming
     // reconnects from the same cursor.
-    LaunchedEffect(summary.id, ready, epoch, lifecycleOwner) {
+    LaunchedEffect(address, ready, epoch, lifecycleOwner) {
         if (!ready) return@LaunchedEffect
         // The opening effect draws cached rows and lifts `ready` *before* it has checked that the
         // cursor under them is still the server's, so `ready` is no longer the whole gate. Without
@@ -868,17 +910,22 @@ fun SessionScreen(
     // The screen going away entirely, which the lifecycle scope above does not cover: a composable
     // can leave the composition while the activity stays started. Keyed on the epoch as well, so
     // Reload's replacement source is the one a later disposal closes.
-    DisposableEffect(summary.id, epoch) { onDispose { source.close() } }
+    DisposableEffect(address, epoch) { onDispose { source.close() } }
 
     // Nothing gets announced about the session somebody is reading; see NotificationService.
     // RESUMED rather than STARTED because "looking at it" means the foreground.
-    LaunchedEffect(summary.id, lifecycleOwner) {
-        lifecycleOwner.repeatOnLifecycle(Lifecycle.State.RESUMED) {
-            NotificationService.showing(context, summary.id)
-            try {
-                awaitCancellation()
-            } finally {
-                NotificationService.stoppedShowing(summary.id)
+    //
+    // Not for a subagent: it has no notifications of its own, and it is not the session this would
+    // otherwise mark as being read.
+    if (!isSubagent) {
+        LaunchedEffect(summary.id, lifecycleOwner) {
+            lifecycleOwner.repeatOnLifecycle(Lifecycle.State.RESUMED) {
+                NotificationService.showing(context, summary.id)
+                try {
+                    awaitCancellation()
+                } finally {
+                    NotificationService.stoppedShowing(summary.id)
+                }
             }
         }
     }
@@ -924,7 +971,7 @@ fun SessionScreen(
                 val (index, offset, awayFromNewest) = settled
                 saveScrollAnchor(
                     context,
-                    summary.id,
+                    address.cachePath,
                     // Nothing to restore at the newest end, which is where a session with no anchor
                     // opens anyway. One *before* the index, because item zero is the "below" slot.
                     if (!awayFromNewest) null
@@ -947,7 +994,7 @@ fun SessionScreen(
     //
     // There is no correction beside this one. Following the newest message is not an effect: the
     // list is reversed, so an arriving message extends the end the viewport is pinned to.
-    val unitSizes = remember(summary.id) { HashMap<Any, Int>() }
+    val unitSizes = remember(address) { HashMap<Any, Int>() }
     LaunchedEffect(listState, moreHistory) {
         snapshotFlow { listState.layoutInfo }
             .collect { info ->
@@ -983,21 +1030,25 @@ fun SessionScreen(
             }
     }
 
-    LaunchedEffect(summary.setupName, summary.provider) {
-        offeredModels =
-            try {
-                withContext(Dispatchers.IO) {
-                    fetchSetups(settings)
-                        .firstOrNull { it.name == summary.setupName }
-                        ?.providers
-                        ?.firstOrNull { it.name == summary.provider }
-                        ?.models
-                        .orEmpty()
+    // Only for the model picker, which a subagent does not have.
+    if (!isSubagent) {
+        LaunchedEffect(summary.setupName, summary.provider) {
+            offeredModels =
+                try {
+                    withContext(Dispatchers.IO) {
+                        fetchSetups(settings)
+                            .firstOrNull { it.name == summary.setupName }
+                            ?.providers
+                            ?.firstOrNull { it.name == summary.provider }
+                            ?.models
+                            .orEmpty()
+                    }
+                } catch (_: Exception) {
+                    // Not worth reporting: the picker simply has nothing to offer, which is
+                    // visible.
+                    emptyList()
                 }
-            } catch (_: Exception) {
-                // Not worth reporting: the picker simply has nothing to offer, which is visible.
-                emptyList()
-            }
+        }
     }
 
     /**
@@ -1148,8 +1199,9 @@ fun SessionScreen(
     }
 
     // One poll for the machines' limits, read by everything on this screen that reports them.
-    val usageFeed = rememberUsageFeed(settings)
-    val usage = usageFeed.forSetup(summary.setup)
+    // Nothing meters a subagent -- it has no account of its own -- so it never starts this poll.
+    val usageFeed = if (isSubagent) null else rememberUsageFeed(settings)
+    val usage = usageFeed?.forSession(summary) ?: SessionUsage.NotMetered
     RecordFrames()
     var usageOpen by remember { mutableStateOf(false) }
     var settingsOpen by remember { mutableStateOf(false) }
@@ -1191,7 +1243,12 @@ fun SessionScreen(
     // the bench scripts keep working when this moves again. They pressed it at a hand-measured
     // coordinate until 2026-09-03, and anything that moved the header made that tap land on
     // whatever now sat there -- reporting a number that was never measured.
-    val copyRenderReport = {
+    // Shared by the ordinary "Copy" button and (bench build only) "Run benchmark": what differs
+    // between them is only whether there is a [extra] section, built by BenchRun.run beforehand --
+    // everything about assembling, copying and logging the report is exactly the same act either
+    // way, and a second copy of it beside `onRunBenchmark` below would be the two silently
+    // disagreeing about what "the report" contains the first time either one changed.
+    fun buildAndCopyReport(extra: List<String> = emptyList()) {
         val report =
             debugReport(
                 device =
@@ -1213,6 +1270,11 @@ fun SessionScreen(
                 accounting =
                     FrameStats.drawPhase().let { (nanos, count) -> drawAccounting(nanos, count) },
                 crash = lastCrash(context),
+                extra = extra,
+                // Empty outside a BenchRun.run pass -- copyRenderReport's own reset below clears
+                // the
+                // marks along with everything else, so an ordinary copy never has any to show.
+                phaseFrames = FrameStats.phaseLines(context.refreshHz()),
             )
         context.copyToClipboard("ai-app render report", report)
         // Also to the log, so a session driving the app over adb can read the same report the
@@ -1226,6 +1288,29 @@ fun SessionScreen(
         DebugStats.reset()
         Toast.makeText(context, "Copied render report", Toast.LENGTH_SHORT).show()
     }
+    val copyRenderReport = { buildAndCopyReport() }
+    // Bench build only: P0's scripted fling/stream/type/keyboard benchmark (BenchRun.kt), against
+    // the fixture session opened below instead of a real server. Null everywhere else -- see
+    // [SessionSettingsDialog]'s onRunBenchmark.
+    val runBenchmark: (() -> Unit)? =
+        if (BuildConfig.FIXTURE_MODE) {
+            {
+                settingsOpen = false
+                scope.launch {
+                    val extra =
+                        BenchRun.run(
+                            context = context,
+                            scope = scope,
+                            listState = listState,
+                            flingBehavior = flingBehavior,
+                            composerFocus = composerFocus,
+                            setComposerText = { text -> input = atEnd(text) },
+                            view = view,
+                        )
+                    buildAndCopyReport(extra)
+                }
+            }
+        } else null
     Box(Modifier.fillMaxSize()) {
         Column(Modifier.fillMaxSize()) {
             Row(
@@ -1236,20 +1321,35 @@ fun SessionScreen(
                 // A ring's worth, which is what the arrow already keeps on its other three sides.
                 Spacer(Modifier.width(GLYPH_BUTTON_MARGIN))
                 Column(Modifier.weight(1f)) {
-                    Text(title, style = MaterialTheme.typography.titleMedium)
-                    // Machine first, then what runs on it -- the same order and the same wording
-                    // everywhere this pair appears, so it reads as one fact rather than two
-                    // sentences with different grammar.
-                    //
-                    // No model. The picker in the footer already shows what this session is set to,
-                    // and showing it twice means two things to keep in step -- they disagreed for a
-                    // moment on every model change.
-                    Text(
-                        "${summary.setupName} · ${summary.provider}",
-                        style = MaterialTheme.typography.bodySmall,
-                        color = MaterialTheme.colorScheme.onSurfaceVariant,
-                    )
+                    // A subagent's own title, with the session's beneath it in a smaller style --
+                    // the header says whose conversation this is as well as what it is. Otherwise
+                    // just the session's title, as before.
+                    if (subagent != null) {
+                        Text(subagent.title, style = MaterialTheme.typography.titleMedium)
+                        Text(
+                            title,
+                            style = MaterialTheme.typography.bodySmall,
+                            color = MaterialTheme.colorScheme.onSurfaceVariant,
+                        )
+                    } else {
+                        Text(title, style = MaterialTheme.typography.titleMedium)
+                        // Machine first, then what runs on it -- the same order and the same
+                        // wording everywhere this pair appears, so it reads as one fact rather than
+                        // two sentences with different grammar.
+                        //
+                        // No model. The picker in the footer already shows what this session is set
+                        // to, and showing it twice means two things to keep in step -- they
+                        // disagreed for a moment on every model change.
+                        Text(
+                            "${summary.setupName} · ${summary.provider}",
+                            style = MaterialTheme.typography.bodySmall,
+                            color = MaterialTheme.colorScheme.onSurfaceVariant,
+                        )
+                    }
                 }
+                // None of this is a subagent's: it has no files of its own to browse, no settings,
+                // and nothing meters it -- see SUBAGENTS.md's "Phone".
+                //
                 // Beside the provider it reports on, which is the line directly to its left. Its
                 // real home is this provider's settings, which do not exist yet. A session on a
                 // provider with no such service gets an honest "unavailable" rather than a hidden
@@ -1264,42 +1364,47 @@ fun SessionScreen(
                 // Usage, files, settings -- widest scope first, narrowing to the right, so the cog
                 // stays at the end where every other screen keeps it. Asked for in this order by
                 // Iris on 2026-09-03.
-                Row {
-                    GlyphButton(
-                        USAGE_GLYPH,
-                        "Usage",
-                        { usageOpen = true },
-                        colour = usageGlyphColour(usage),
-                    )
-                    // The machine's files, which is where the answer to "what did it actually
-                    // change" is. It opens *over* this screen rather than replacing it.
-                    GlyphButton(
-                        FOLDER_GLYPH,
-                        "Files",
-                        onClick = {
-                            onFiles(
-                                FilesTarget(
-                                    setup = summary.setup,
-                                    setupName = summary.setupName,
-                                    // Where this session works, and the machine's own home when it
-                                    // was never given a directory -- resolved there rather than
-                                    // guessed at here, since this app does not know that home.
-                                    start = summary.cwd?.takeIf { it.isNotBlank() } ?: "~",
+                if (!isSubagent) {
+                    Row {
+                        GlyphButton(
+                            USAGE_GLYPH,
+                            "Usage",
+                            { usageOpen = true },
+                            colour = usageGlyphColour(usage),
+                        )
+                        // The machine's files, which is where the answer to "what did it actually
+                        // change" is. It opens *over* this screen rather than replacing it.
+                        GlyphButton(
+                            FOLDER_GLYPH,
+                            "Files",
+                            onClick = {
+                                onFiles(
+                                    FilesTarget(
+                                        setup = summary.setup,
+                                        setupName = summary.setupName,
+                                        // Where this session works, and the machine's own home when
+                                        // it was never given a directory -- resolved there rather
+                                        // than guessed at here, since this app does not know that
+                                        // home.
+                                        start = summary.cwd?.takeIf { it.isNotBlank() } ?: "~",
+                                    )
                                 )
-                            )
-                        },
-                    )
-                    // What it opens is about this session, so it sits at the end of the session's
-                    // own row. A cog and not a word because there will be more, and a bar of words
-                    // has nowhere to put it.
-                    GlyphButton(SETTINGS_GLYPH, "Session settings", { settingsOpen = true })
+                            },
+                        )
+                        // What it opens is about this session, so it sits at the end of the
+                        // session's own row. A cog and not a word because there will be more, and a
+                        // bar of words has nowhere to put it.
+                        GlyphButton(SETTINGS_GLYPH, "Session settings", { settingsOpen = true })
+                    }
                 }
             }
 
             // Under the header, above everything the session itself says: it is a fact about the
             // machine rather than a turn in the conversation, and it is the number that decides
-            // whether to keep going.
-            SessionUsageBar(usage)
+            // whether to keep going. Nothing meters a subagent.
+            if (!isSubagent) {
+                SessionUsageBar(usage)
+            }
 
             (streamError ?: actionError)?.let { message ->
                 Text(
@@ -1545,6 +1650,7 @@ fun SessionScreen(
                                                 is TranscriptItem.ClearedNote -> ClearedRow()
                                                 is TranscriptItem.CompactedNote ->
                                                     CompactedRow(item)
+                                                is TranscriptItem.LimitNote -> LimitRow(item)
                                                 // Never reached: a peer message is flattened into
                                                 // its own units. Here because a `when` over the
                                                 // item kinds has to stay exhaustive.
@@ -1643,185 +1749,211 @@ fun SessionScreen(
                 )
             }
 
+            // Kept for a subagent -- see SUBAGENTS.md's "Phone" -- with the wording that turns
+            // "exited" into "finished" for one, since it has no process to leave running or stop.
             SessionStatusRow(
                 status = status,
                 compactingFor = compactingFor,
                 contextTokens = contextTokens,
+                subagent = isSubagent,
             )
 
-            // Between the transcript and the box: above what is being typed, so the list does not
-            // cover the thing the command is about, and below everything that explains it.
-            CommandSuggestions(
-                // Nothing to suggest about a suggestion that was just taken. `/compact` is a whole
-                // command *and* a prefix of itself, so picking it left the list standing there with
-                // the one row already chosen. Held by what was picked rather than by a flag, so
-                // typing anything else brings the list back without a second thing to reset.
-                commands = if (input.text == picked) emptyList() else suggestedCommands(input.text),
-                onPick = { command ->
-                    // At the end of what was inserted, which is where the reader carries on typing:
-                    // a command with an argument is put in the box half-written, and a cursor left
-                    // at the front makes the next keystroke the first character of "/rename".
-                    input = atEnd(command.typed())
-                    picked = command.typed()
-                },
-            )
-
-            // Always enabled -- a send while the session is running becomes a steering message
-            // injected at the next tool boundary, which is the point of the whole app.
-            //
-            // The field gets a row of its own, above the buttons: sharing one put the full width
-            // behind three controls, so the thing being typed into was the narrowest on the row.
-            Column(Modifier.fillMaxWidth().padding(8.dp)) {
-                // Directly above the box they will be sent from, so what is attached is visible
-                // rather than counted: the "+2" on the button below said how many and never which.
-                PendingAttachments(
-                    settings = settings,
-                    sessionId = summary.id,
-                    refs = pendingAttachments,
-                    onRemove = { pendingAttachments = pendingAttachments - it },
-                )
-                OutlinedTextField(
-                    value = input,
-                    onValueChange = {
-                        input = it
-                        saveDraft(context, summary.id, it.text)
+            // Everything from here down is the composer: a subagent cannot be messaged, so none of
+            // it applies -- see SUBAGENTS.md's "Phone".
+            if (!isSubagent) {
+                // Between the transcript and the box: above what is being typed, so the list does
+                // not cover the thing the command is about, and below everything that explains it.
+                CommandSuggestions(
+                    // Nothing to suggest about a suggestion that was just taken. `/compact` is a
+                    // whole command *and* a prefix of itself, so picking it left the list standing
+                    // there with the one row already chosen. Held by what was picked rather than by
+                    // a flag, so typing anything else brings the list back without a second thing
+                    // to
+                    // reset.
+                    commands =
+                        if (input.text == picked) emptyList() else suggestedCommands(input.text),
+                    onPick = { command ->
+                        // At the end of what was inserted, which is where the reader carries on
+                        // typing: a command with an argument is put in the box half-written, and a
+                        // cursor left at the front makes the next keystroke the first character of
+                        // "/rename".
+                        input = atEnd(command.typed())
+                        picked = command.typed()
                     },
-                    modifier = Modifier.fillMaxWidth(),
-                    // No longer "(+image)": the images are on screen above this, and a placeholder
-                    // saying so said it in words beside the thing itself.
-                    placeholder = { Text("Message") },
-                    maxLines = 4,
                 )
-                Row(
-                    verticalAlignment = Alignment.CenterVertically,
-                    modifier = Modifier.fillMaxWidth(),
-                ) {
-                    // Photo or file, asked here rather than by two buttons: the row is full, and
-                    // attaching is one action whichever picker answers it.
-                    var attaching by remember { mutableStateOf(false) }
-                    Box {
-                        // Just "+". The count it used to carry was standing in for showing them.
-                        BubbleButton(onClick = { attaching = true }) { Text("+") }
-                        DropdownMenu(
-                            expanded = attaching,
-                            onDismissRequest = { attaching = false },
-                            // See PickerButton: without this the menu opens a status bar's height
-                            // away from the button in an edge-to-edge activity.
-                            properties = PopupProperties(clippingEnabled = false),
-                            shape = BubbleMenuShape,
-                        ) {
-                            DropdownMenuItem(
-                                text = { Text("Photo") },
-                                onClick = {
-                                    attaching = false
-                                    pickImage.launch(
-                                        PickVisualMediaRequest(
-                                            ActivityResultContracts.PickVisualMedia.ImageOnly
-                                        )
-                                    )
-                                },
-                            )
-                            DropdownMenuItem(
-                                text = { Text("File") },
-                                onClick = {
-                                    attaching = false
-                                    pickFile.launch(arrayOf("*/*"))
-                                },
-                            )
-                        }
-                    }
-                    // The settings share what is left after the actions have taken what they need.
-                    // A Row hands out intrinsic widths in order and clips whatever runs past the
-                    // edge, so with these laid out first the arrival of Stop pushed Send off the
-                    // screen entirely -- the app's central control, gone at the moment it is most
-                    // in use.
+
+                // Always enabled -- a send while the session is running becomes a steering message
+                // injected at the next tool boundary, which is the point of the whole app.
+                //
+                // The field gets a row of its own, above the buttons: sharing one put the full
+                // width
+                // behind three controls, so the thing being typed into was the narrowest on the
+                // row.
+                Column(Modifier.fillMaxWidth().padding(8.dp)) {
+                    // Directly above the box they will be sent from, so what is attached is visible
+                    // rather than counted: the "+2" on the button below said how many and never
+                    // which.
+                    PendingAttachments(
+                        settings = settings,
+                        sessionId = summary.id,
+                        refs = pendingAttachments,
+                        onRemove = { pendingAttachments = pendingAttachments - it },
+                    )
+                    OutlinedTextField(
+                        value = input,
+                        onValueChange = {
+                            input = it
+                            saveDraft(context, summary.id, it.text)
+                        },
+                        // BenchRun's type phase requests focus on this exact field
+                        // (`composerFocus`)
+                        // so it types through the real composer rather than a stand-in.
+                        modifier = Modifier.fillMaxWidth().focusRequester(composerFocus),
+                        // No longer "(+image)": the images are on screen above this, and a
+                        // placeholder saying so said it in words beside the thing itself.
+                        placeholder = { Text("Message") },
+                        maxLines = 4,
+                    )
                     Row(
                         verticalAlignment = Alignment.CenterVertically,
-                        modifier = Modifier.weight(1f),
+                        modifier = Modifier.fillMaxWidth(),
                     ) {
-                        if (offeredModels.isNotEmpty()) {
+                        // Photo or file, asked here rather than by two buttons: the row is full,
+                        // and
+                        // attaching is one action whichever picker answers it.
+                        var attaching by remember { mutableStateOf(false) }
+                        Box {
+                            // Just "+". The count it used to carry was standing in for showing
+                            // them.
+                            BubbleButton(onClick = { attaching = true }) { Text("+") }
+                            DropdownMenu(
+                                expanded = attaching,
+                                onDismissRequest = { attaching = false },
+                                // See PickerButton: without this the menu opens a status bar's
+                                // height away from the button in an edge-to-edge activity.
+                                properties = PopupProperties(clippingEnabled = false),
+                                shape = BubbleMenuShape,
+                            ) {
+                                DropdownMenuItem(
+                                    text = { Text("Photo") },
+                                    onClick = {
+                                        attaching = false
+                                        pickImage.launch(
+                                            PickVisualMediaRequest(
+                                                ActivityResultContracts.PickVisualMedia.ImageOnly
+                                            )
+                                        )
+                                    },
+                                )
+                                DropdownMenuItem(
+                                    text = { Text("File") },
+                                    onClick = {
+                                        attaching = false
+                                        pickFile.launch(arrayOf("*/*"))
+                                    },
+                                )
+                            }
+                        }
+                        // The settings share what is left after the actions have taken what they
+                        // need. A Row hands out intrinsic widths in order and clips whatever runs
+                        // past the edge, so with these laid out first the arrival of Stop pushed
+                        // Send off the screen entirely -- the app's central control, gone at the
+                        // moment it is most in use.
+                        Row(
+                            verticalAlignment = Alignment.CenterVertically,
+                            modifier = Modifier.weight(1f),
+                        ) {
+                            if (offeredModels.isNotEmpty()) {
+                                PickerButton(
+                                    current = modelLabel(model),
+                                    // What the machine offers, plus the state a session is in when
+                                    // it has chosen none of them. The button has always been able
+                                    // to
+                                    // say "default"; until this the list could not, so leaving it
+                                    // was a one-way trip.
+                                    options = listOf(DEFAULT_MODEL) + offeredModels,
+                                    // Not set here. The button follows what the session reports it
+                                    // is set to, which arrives a moment later and is sometimes a
+                                    // different answer -- a name the CLI resolved, or no change at
+                                    // all on a provider whose model is fixed. Asked about first,
+                                    // unless there is nothing to lose by it -- see
+                                    // [ModelSwitchWarning].
+                                    onPick = { chosen ->
+                                        if (
+                                            modelLabel(chosen) == modelLabel(model) ||
+                                                !worthWarningAbout(status, contextTokens, items)
+                                        ) {
+                                            act { setSessionModel(settings, summary.id, chosen) }
+                                        } else {
+                                            pendingModel = chosen
+                                        }
+                                    },
+                                )
+                            }
                             PickerButton(
-                                current = modelLabel(model),
-                                // What the machine offers, plus the state a session is in when it
-                                // has chosen none of them. The button has always been able to say
-                                // "default"; until this the list could not, so leaving it was a
-                                // one-way trip.
-                                options = listOf(DEFAULT_MODEL) + offeredModels,
-                                // Not set here. The button follows what the session reports it is
-                                // set to, which arrives a moment later and is sometimes a different
-                                // answer -- a name the CLI resolved, or no change at all on a
-                                // provider whose model is fixed. Asked about first, unless there is
-                                // nothing to lose by it -- see [ModelSwitchWarning].
+                                current = permissionMode,
+                                options = PERMISSION_MODES,
                                 onPick = { chosen ->
-                                    if (
-                                        modelLabel(chosen) == modelLabel(model) ||
-                                            !worthWarningAbout(status, contextTokens, items)
-                                    ) {
-                                        act { setSessionModel(settings, summary.id, chosen) }
-                                    } else {
-                                        pendingModel = chosen
-                                    }
+                                    act { setSessionPermissionMode(settings, summary.id, chosen) }
                                 },
                             )
                         }
-                        PickerButton(
-                            current = permissionMode,
-                            options = PERMISSION_MODES,
-                            onPick = { chosen ->
-                                act { setSessionPermissionMode(settings, summary.id, chosen) }
-                            },
-                        )
-                    }
-                    // The same filled shape as the button beside it, not an outlined one: these are
-                    // two things you can do about the session, and weighting one as secondary said
-                    // they were a primary action and its qualifier. What separates them is the
-                    // colour and the mark, which is what they mean.
-                    //
-                    // Always here, rather than arriving with the turn as it used to. A control that
-                    // comes and goes makes its own presence the signal, and a button always in the
-                    // same place also cannot push Send off the end of the row by turning up.
-                    val process =
-                        when {
-                            running -> ProcessAction.Pause
-                            status == "exited" -> ProcessAction.Start
-                            else -> ProcessAction.Stop
-                        }
-                    Button(
-                        onClick = {
-                            processInFlight = true
-                            act(onDone = { processInFlight = false }) {
-                                process.perform(settings, summary.id)
+                        // The same filled shape as the button beside it, not an outlined one: these
+                        // are two things you can do about the session, and weighting one as
+                        // secondary said they were a primary action and its qualifier. What
+                        // separates them is the colour and the mark, which is what they mean.
+                        //
+                        // Always here, rather than arriving with the turn as it used to. A control
+                        // that comes and goes makes its own presence the signal, and a button
+                        // always
+                        // in the same place also cannot push Send off the end of the row by turning
+                        // up.
+                        val process =
+                            when {
+                                running -> ProcessAction.Pause
+                                status == "exited" -> ProcessAction.Start
+                                else -> ProcessAction.Stop
                             }
-                        },
-                        enabled = !processInFlight,
-                        colors = actionButtonColors(process.colour()),
-                    ) {
-                        Glyph(
-                            process.glyph,
-                            colour = LocalContentColor.current,
-                            modifier = Modifier.semantics { contentDescription = process.label },
-                        )
-                    }
-                    Spacer(Modifier.width(8.dp))
-                    // The paper plane, with a clock on it while a turn is in flight: sending then
-                    // queues the message for the next tool boundary rather than starting a turn of
-                    // its own, and the two have to be told apart at a glance. The label says the
-                    // same thing to a screen reader.
-                    //
-                    // Disabled while there is nothing to send, rather than pressable and silent:
-                    // `send` has always returned early on an empty composer, so the button promised
-                    // something it would not do. Disabled and not hidden, for the reason above.
-                    Button(
-                        onClick = { send() },
-                        enabled = input.text.isNotBlank() || pendingAttachments.isNotEmpty(),
-                        colors = actionButtonColors(if (running) queueColor else sendColor),
-                    ) {
-                        Glyph(
-                            if (running) QUEUE_GLYPH else SEND_GLYPH,
-                            colour = LocalContentColor.current,
-                            modifier =
-                                Modifier.semantics { contentDescription = sendLabel(running) },
-                        )
+                        Button(
+                            onClick = {
+                                processInFlight = true
+                                act(onDone = { processInFlight = false }) {
+                                    process.perform(settings, summary.id)
+                                }
+                            },
+                            enabled = !processInFlight,
+                            colors = actionButtonColors(process.colour()),
+                        ) {
+                            Glyph(
+                                process.glyph,
+                                colour = LocalContentColor.current,
+                                modifier =
+                                    Modifier.semantics { contentDescription = process.label },
+                            )
+                        }
+                        Spacer(Modifier.width(8.dp))
+                        // The paper plane, with a clock on it while a turn is in flight: sending
+                        // then queues the message for the next tool boundary rather than starting a
+                        // turn of its own, and the two have to be told apart at a glance. The label
+                        // says the same thing to a screen reader.
+                        //
+                        // Disabled while there is nothing to send, rather than pressable and
+                        // silent:
+                        // `send` has always returned early on an empty composer, so the button
+                        // promised something it would not do. Disabled and not hidden, for the
+                        // reason above.
+                        Button(
+                            onClick = { send() },
+                            enabled = input.text.isNotBlank() || pendingAttachments.isNotEmpty(),
+                            colors = actionButtonColors(if (running) queueColor else sendColor),
+                        ) {
+                            Glyph(
+                                if (running) QUEUE_GLYPH else SEND_GLYPH,
+                                colour = LocalContentColor.current,
+                                modifier =
+                                    Modifier.semantics { contentDescription = sendLabel(running) },
+                            )
+                        }
                     }
                 }
             }
@@ -1832,7 +1964,7 @@ fun SessionScreen(
     // is the screen's business rather than any row's. See [SessionImageViewer].
     fullImage?.let { ref -> SessionImageViewer(settings, summary.id, ref) { fullImage = null } }
     if (usageOpen) {
-        UsageDialog(feed = usageFeed, onDismiss = { usageOpen = false })
+        usageFeed?.let { UsageDialog(feed = it, onDismiss = { usageOpen = false }) }
     }
     if (settingsOpen) {
         // Measured when the dialog opens rather than kept up to date: what the reader is being told
@@ -1846,6 +1978,8 @@ fun SessionScreen(
             settings = settings,
             sessionId = summary.id,
             title = title,
+            effort = summary.effort.takeIf { summary.takesEffort },
+            takesEffort = summary.takesEffort,
             cachedBytes = cachedBytes,
             // The purge finishes before the epoch moves, because the relaunched opening effect
             // reads the same directory and would otherwise draw what is about to be deleted. The
@@ -1869,6 +2003,7 @@ fun SessionScreen(
             },
             onDismiss = { settingsOpen = false },
             onCopyRenderReport = copyRenderReport,
+            onRunBenchmark = runBenchmark,
         )
     }
 }
@@ -2122,6 +2257,13 @@ private fun SessionStatusRow(
     /** Context the session is holding, or null where nothing has measured it. */
     contextTokens: Long?,
     modifier: Modifier = Modifier,
+    /**
+     * Whether this row is for a subagent rather than a session, which changes only one word:
+     * "exited" reads as "finished" there too, the same as the subagent list's own card -- a
+     * subagent's process was always its parent's, so "exited" would read as a fault rather than the
+     * ordinary way one of these ends.
+     */
+    subagent: Boolean = false,
 ) {
     DebugStats.count("status row recomposed")
     Row(
@@ -2178,7 +2320,7 @@ private fun SessionStatusRow(
                 Text(
                     when (status) {
                         "idle" -> "idle"
-                        "exited" -> "exited"
+                        "exited" -> if (subagent) "finished" else "exited"
                         "awaitingInput" -> "your turn"
                         "unknown" -> "can't tell"
                         else -> status
@@ -2249,7 +2391,7 @@ private const val ONE_TAP_MS = 250L
  * session is set to without spending a second line on saying it.
  */
 @Composable
-private fun PickerButton(current: String, options: List<String>, onPick: (String) -> Unit) {
+fun PickerButton(current: String, options: List<String>, onPick: (String) -> Unit) {
     var open by remember { mutableStateOf(false) }
     // When an outside touch last closed the menu.
     //

app/androidApp/src/main/kotlin/com/example/aiapp/SessionSettingsDialog.kt

@@ -6,8 +6,10 @@ import androidx.compose.foundation.layout.Spacer
 import androidx.compose.foundation.layout.fillMaxWidth
 import androidx.compose.foundation.layout.height
 import androidx.compose.foundation.layout.width
+import androidx.compose.foundation.rememberScrollState
 import androidx.compose.foundation.text.KeyboardActions
 import androidx.compose.foundation.text.KeyboardOptions
+import androidx.compose.foundation.verticalScroll
 import androidx.compose.material3.AlertDialog
 import androidx.compose.material3.CircularProgressIndicator
 import androidx.compose.material3.MaterialTheme
@@ -26,6 +28,10 @@ import androidx.compose.ui.Alignment
 import androidx.compose.ui.Modifier
 import androidx.compose.ui.text.input.ImeAction
 import androidx.compose.ui.unit.dp
+import java.time.Instant
+import java.time.ZoneId
+import java.time.format.DateTimeFormatter
+import java.time.format.FormatStyle
 import kotlinx.coroutines.Dispatchers
 import kotlinx.coroutines.launch
 import kotlinx.coroutines.withContext
@@ -54,6 +60,16 @@ fun SessionSettingsDialog(
      */
     title: String,
     onRenamed: (String) -> Unit,
+    /**
+     * How hard the model thinks, as the session reports it, or null for the CLI's own default.
+     *
+     * Taken from the row this dialog was opened over rather than fetched, because unlike the
+     * notification switch there is nothing else that changes it: the level is this app's to set and
+     * the server does not resolve it into something else.
+     */
+    effort: String?,
+    /** Whether a level does anything here; the row is left out entirely where it does not. */
+    takesEffort: Boolean,
     /**
      * What this phone is holding of the conversation, or null while that is being measured -- see
      * the Reload row below, which is what would discard it.
@@ -66,9 +82,18 @@ fun SessionSettingsDialog(
      * measures is that screen's own state.
      */
     onCopyRenderReport: () -> Unit,
+    /**
+     * Runs P0's scripted scroll-and-stream benchmark and copies the extended report, or null on
+     * every build but `bench` -- see [BuildConfig.FIXTURE_MODE] and BenchRun.kt. Null rather than
+     * always-present-but-disabled: this has no meaning at all outside the bench build, and a
+     * control with nothing behind it on every other build is not a state worth drawing.
+     */
+    onRunBenchmark: (() -> Unit)? = null,
 ) {
     val scope = rememberCoroutineScope()
     var name by remember(sessionId) { mutableStateOf(title) }
+    var level by remember(sessionId) { mutableStateOf(effort) }
+    var effortError by remember { mutableStateOf<String?>(null) }
     var saving by remember { mutableStateOf(false) }
     var error by remember { mutableStateOf<String?>(null) }
     // Null until the server has been asked. The row this dialog was opened over is a snapshot of
@@ -77,6 +102,16 @@ fun SessionSettingsDialog(
     // and a spinner sits beside it, which is what not knowing looks like.
     var notify by remember(sessionId) { mutableStateOf<Boolean?>(null) }
     var notifyError by remember { mutableStateOf<String?>(null) }
+    // The same three-state shape the notification switch has, for the same reason: until the
+    // server has answered, the switch is disabled rather than showing a position nothing confirmed.
+    var autoResume by remember(sessionId) { mutableStateOf<Boolean?>(null) }
+    var resumeMessage by remember(sessionId) { mutableStateOf(DEFAULT_RESUME_MESSAGE) }
+    // When the server next intends to ask whether the limit has lifted, or null when nothing is
+    // waiting. Read once with everything else: it moves on the server's schedule, not this
+    // screen's, and a figure that redrew itself here would be this app re-measuring what it was
+    // told.
+    var resumeAt by remember(sessionId) { mutableStateOf<Double?>(null) }
+    var resumeError by remember { mutableStateOf<String?>(null) }
     // Where the session works. Null until the server has been asked, for the same reason the switch
     // above is. An empty answer is a session that was never given a directory, which is not the
     // same as one whose directory is unknown -- the field is only enabled once one of those is
@@ -90,6 +125,9 @@ fun SessionSettingsDialog(
         try {
             val fresh = withContext(Dispatchers.IO) { fetchSession(settings, sessionId) }
             notify = fresh.notify
+            autoResume = fresh.autoResume
+            resumeMessage = fresh.autoResumeMessage
+            resumeAt = fresh.resumeAt
             cwd = fresh.cwd.orEmpty()
             typedCwd = fresh.cwd.orEmpty()
         } catch (e: ApiException) {
@@ -97,6 +135,8 @@ fun SessionSettingsDialog(
             // instead of offering a position nothing confirmed.
             notifyError = e.message
             notify = null
+            resumeError = e.message
+            autoResume = null
         }
     }
 
@@ -125,6 +165,26 @@ fun SessionSettingsDialog(
         }
     }
 
+    /**
+     * Chooses a thinking level, which ends the process the old level was launched with.
+     *
+     * Put back if the request is refused, for the reason the notification switch below gives: a
+     * control that stays where it was put after a refusal is stating something untrue.
+     */
+    fun setEffort(chosen: String?) {
+        val was = level
+        level = chosen
+        effortError = null
+        scope.launch {
+            try {
+                withContext(Dispatchers.IO) { setSessionEffort(settings, sessionId, chosen) }
+            } catch (e: ApiException) {
+                level = was
+                effortError = e.message
+            }
+        }
+    }
+
     // Moved optimistically so the switch answers the finger that moved it, and put back if the
     // request is refused -- a switch that waits for a round trip reads as broken on a slow tunnel,
     // and one that stays moved after a refusal lies.
@@ -142,6 +202,39 @@ fun SessionSettingsDialog(
         }
     }
 
+    /**
+     * Turns auto-resume on or off, or changes what it would say.
+     *
+     * One request for both, because the server takes one: switching it on and typing the message
+     * are two halves of the same decision, and sending them separately would leave a moment where
+     * the session is armed with the old words.
+     *
+     * Put back if refused, like the notification switch. Turning it off also clears what was
+     * scheduled -- said here rather than only on the server, or the row would go on naming a time
+     * that no longer exists.
+     */
+    fun setAutoResume(on: Boolean, message: String) {
+        val wasOn = autoResume
+        val wasMessage = resumeMessage
+        val wasAt = resumeAt
+        autoResume = on
+        resumeMessage = message
+        if (!on) resumeAt = null
+        resumeError = null
+        scope.launch {
+            try {
+                withContext(Dispatchers.IO) {
+                    setSessionAutoResume(settings, sessionId, on, message)
+                }
+            } catch (e: ApiException) {
+                autoResume = wasOn
+                resumeMessage = wasMessage
+                resumeAt = wasAt
+                resumeError = e.message
+            }
+        }
+    }
+
     // Nothing to do when the name has not changed, so the button says so rather than sending a
     // request whose success would look exactly like the failure of having typed nothing.
     val changed = name.trim().isNotEmpty() && name.trim() != title
@@ -168,7 +261,10 @@ fun SessionSettingsDialog(
         onDismissRequest = onDismiss,
         title = { Text("Session settings") },
         text = {
-            Column {
+            // Scrollable, because this dialog grew past a screenful: a Material dialog constrains
+            // its own height and clips what does not fit, so the last control on the list is one
+            // large system font away from being unreachable with nothing on screen to say so.
+            Column(Modifier.verticalScroll(rememberScrollState())) {
                 OutlinedTextField(
                     value = name,
                     onValueChange = { name = it },
@@ -212,6 +308,70 @@ fun SessionSettingsDialog(
                     )
                 }
                 Spacer(Modifier.height(8.dp))
+                Row(
+                    verticalAlignment = Alignment.CenterVertically,
+                    modifier = Modifier.fillMaxWidth(),
+                ) {
+                    Text("Resume after a usage limit", modifier = Modifier.weight(1f))
+                    if (autoResume == null && resumeError == null) {
+                        CircularProgressIndicator(
+                            modifier = Modifier.width(16.dp).height(16.dp),
+                            strokeWidth = 2.dp,
+                        )
+                        Spacer(Modifier.width(8.dp))
+                    }
+                    Switch(
+                        checked = autoResume == true,
+                        onCheckedChange = { setAutoResume(it, resumeMessage) },
+                        enabled = autoResume != null,
+                    )
+                }
+                // Disabled rather than hidden while the switch is off: a field that comes and goes
+                // makes its own presence the signal, and a visible one teaches what the switch will
+                // do. Committed on the keyboard's Done rather than on every keystroke, so typing a
+                // sentence is one request instead of one per letter.
+                OutlinedTextField(
+                    value = resumeMessage,
+                    onValueChange = { resumeMessage = it },
+                    label = { Text("Message to send") },
+                    // What an empty field means, in the field: the server's own word rather than a
+                    // session poked with nothing to read.
+                    placeholder = { Text(DEFAULT_RESUME_MESSAGE) },
+                    singleLine = true,
+                    enabled = autoResume == true,
+                    modifier = Modifier.fillMaxWidth(),
+                    keyboardOptions = KeyboardOptions(imeAction = ImeAction.Done),
+                    keyboardActions =
+                        KeyboardActions(onDone = { setAutoResume(true, resumeMessage) }),
+                )
+                // What it does and what it costs, in the order it happens. The last sentence is the
+                // one that matters: the time below is when the server will *ask*, not a promise
+                // about when the session speaks.
+                Text(
+                    "When this session stops because the account is out of quota, the server " +
+                        "checks the limit and sends this message once it has lifted. It checks " +
+                        "again if the limit is still on.",
+                    style = MaterialTheme.typography.bodySmall,
+                    color = MaterialTheme.colorScheme.onSurfaceVariant,
+                )
+                // Only where something is actually waiting. Absent is not a state worth a row: a
+                // session that has not hit a limit has nothing scheduled, which the reader can see
+                // from the switch.
+                resumeAt?.let { at ->
+                    Text(
+                        "Waiting now -- next check ${formatCheckTime(at)}.",
+                        style = MaterialTheme.typography.bodySmall,
+                        color = MaterialTheme.colorScheme.onSurfaceVariant,
+                    )
+                }
+                resumeError?.let {
+                    Text(
+                        it,
+                        color = MaterialTheme.colorScheme.error,
+                        style = MaterialTheme.typography.bodySmall,
+                    )
+                }
+                Spacer(Modifier.height(8.dp))
                 Row(
                     verticalAlignment = Alignment.CenterVertically,
                     modifier = Modifier.fillMaxWidth(),
@@ -257,6 +417,44 @@ fun SessionSettingsDialog(
                         style = MaterialTheme.typography.bodySmall,
                     )
                 }
+                // Left out rather than disabled, the one place this dialog does that: a disabled
+                // control teaches what the thing can do, and a llama session cannot do this at all
+                // -- the row would be teaching something false about it.
+                if (takesEffort) {
+                    Spacer(Modifier.height(8.dp))
+                    Row(
+                        verticalAlignment = Alignment.CenterVertically,
+                        modifier = Modifier.fillMaxWidth(),
+                    ) {
+                        Text("Thinking", modifier = Modifier.weight(1f))
+                        PickerButton(
+                            current = level ?: DEFAULT_EFFORT,
+                            // The level the CLI picks for itself is in the list as well as in the
+                            // button, so leaving a level is not a one-way trip -- the same
+                            // correction the model picker carries.
+                            options = listOf(DEFAULT_EFFORT) + EFFORT_LEVELS,
+                            onPick = { chosen ->
+                                setEffort(chosen.takeIf { it != DEFAULT_EFFORT })
+                            },
+                        )
+                    }
+                    // What it costs, said where it is about to be pressed, like Move above: the
+                    // CLI reads the level when it launches and has no control request for
+                    // changing one.
+                    Text(
+                        "Changing this stops the session's process. It starts again with the " +
+                            "next message, or with Start.",
+                        style = MaterialTheme.typography.bodySmall,
+                        color = MaterialTheme.colorScheme.onSurfaceVariant,
+                    )
+                    effortError?.let {
+                        Text(
+                            it,
+                            color = MaterialTheme.colorScheme.error,
+                            style = MaterialTheme.typography.bodySmall,
+                        )
+                    }
+                }
                 Spacer(Modifier.height(8.dp))
                 Row(
                     verticalAlignment = Alignment.CenterVertically,
@@ -317,6 +515,21 @@ fun SessionSettingsDialog(
                     Text("Render timings", modifier = Modifier.weight(1f))
                     TextButton(onClick = onCopyRenderReport) { Text("Copy") }
                 }
+                // Bench-build only: see [onRunBenchmark]. Named exactly "Run benchmark" because
+                // ui-trace and the emulator smoke run find it by that label, the same way every
+                // other control here is found -- see AGENTS.md's "Driving the UI".
+                onRunBenchmark?.let { run ->
+                    Spacer(Modifier.height(8.dp))
+                    Row(
+                        verticalAlignment = Alignment.CenterVertically,
+                        modifier = Modifier.fillMaxWidth(),
+                    ) {
+                        Glyph(SPEED_GLYPH, colour = MaterialTheme.colorScheme.onSurface)
+                        Spacer(Modifier.width(8.dp))
+                        Text("P0 benchmark", modifier = Modifier.weight(1f))
+                        TextButton(onClick = run) { Text("Run benchmark") }
+                    }
+                }
             }
         },
         // Disabled rather than absent while there is nothing to save: a button that comes and goes
@@ -329,3 +542,21 @@ fun SessionSettingsDialog(
         dismissButton = { TextButton(onClick = onDismiss) { Text("Close") } },
     )
 }
+
+/**
+ * When the server will next look, as a local time.
+ *
+ * A time rather than a countdown, for the reason the transcript's own limit row gives: this screen
+ * reads the figure once, and a span drawn from a value nothing refreshes goes stale while somebody
+ * is looking at it.
+ */
+private fun formatCheckTime(epochSeconds: Double): String =
+    try {
+        DateTimeFormatter.ofLocalizedTime(FormatStyle.SHORT)
+            .withZone(ZoneId.systemDefault())
+            .format(Instant.ofEpochSecond(epochSeconds.toLong()))
+    } catch (_: Exception) {
+        // A time that cannot be read is not a time to show: the sentence above still says a check
+        // is coming, which is the part the reader can act on.
+        "soon"
+    }

app/androidApp/src/main/kotlin/com/example/aiapp/SessionUsageBar.kt

@@ -70,13 +70,22 @@ class UsageFeed(
     /** Ask the backend again now. The dialog's refresh button; the poll does it on its own. */
     val refresh: () -> Unit,
 ) {
-    /** What [setup]'s own limits came back as. See [usageFor] for why the states are these. */
-    fun forSetup(setup: String): SessionUsage =
-        when (val state = snapshots) {
+    /**
+     * What meters [session], and what that meter came back as. See [usageFor] for the states.
+     *
+     * A session rather than a machine, because a machine is not what is metered: one machine runs
+     * the Claude CLI and an echo session side by side, and only the first of them spends anything.
+     */
+    fun forSession(session: SessionSummary): SessionUsage {
+        // Settled without asking anybody: a session nothing meters has nothing to check, and
+        // "checking" is what the fetch's own states would say about it for as long as one is out.
+        val provider = session.usageProvider ?: return SessionUsage.NotMetered
+        return when (val state = snapshots) {
             is LoadState.Loading -> SessionUsage.Waiting
             is LoadState.Error -> SessionUsage.Unavailable(state.message)
-            is LoadState.Loaded -> usageFor(state.value, setup)
+            is LoadState.Loaded -> usageFor(state.value, session.setup, provider)
         }
+    }
 }
 
 /**
@@ -158,9 +167,15 @@ fun SessionUsageBar(usage: SessionUsage, modifier: Modifier = Modifier) {
         }
     }
 
-    // Nothing at all for a machine that meters nothing: a row saying "unknown" there would report a
-    // problem about a setup somebody chose, on every screen, forever.
-    if (usage is SessionUsage.NotMetered) {
+    // Nothing at all for a session that meters nothing: a row saying "unknown" there would report
+    // a problem about a setup somebody chose, on every screen, forever.
+    //
+    // And nothing while the first fetch is out, which is a different silence. A request in flight
+    // is not a state to report -- and the session that meters nothing is exactly the one this
+    // cannot yet tell apart, so "5-hour usage: checking" appeared under an echo session for half a
+    // second and was then taken away. A row that has to be withdrawn is worse than one that
+    // arrives late.
+    if (usage is SessionUsage.NotMetered || usage is SessionUsage.Waiting) {
         return
     }
 
@@ -171,9 +186,10 @@ fun SessionUsageBar(usage: SessionUsage, modifier: Modifier = Modifier) {
         // Words, not a colour and not an empty bar: every one of these is a different kind of
         // answer from "this much is used", and only words carry a difference in kind.
         when (val state = usage) {
-            SessionUsage.NotMetered -> Unit
+            // Both handled above, before the row exists at all.
+            SessionUsage.NotMetered,
+            SessionUsage.Waiting -> Unit
             is SessionUsage.Unavailable -> UsageNote("5-hour usage unknown -- ${state.why}")
-            SessionUsage.Waiting -> UsageNote("5-hour usage: checking")
             is SessionUsage.Known -> {
                 val window = state.windows.firstOrNull { it.kind == "session" }
                 if (window == null) {
@@ -234,16 +250,22 @@ private fun fiveHourLabel(window: UsageWindow, now: OffsetDateTime): String {
 }
 
 /**
- * One machine's snapshot, out of every machine's.
+ * One meter's snapshot, out of every machine's: [setup]'s row for [provider].
+ *
+ * Both halves are needed to pick it. A machine can hold more than one meter -- the Claude CLI's
+ * account and, while a test has one set, an echo session's invented one -- and a snapshot is one
+ * service on one machine.
  *
  * Every way of having *failed* to get numbers is [SessionUsage.Unavailable] with the reason in it.
  * None of them may look like zero, and none may look like [SessionUsage.NotMetered], which is the
  * machine having no quota rather than the question going unanswered.
  */
-fun usageFor(snapshots: List<UsageSnapshot>, setup: String): SessionUsage {
-    // No snapshot at all means the backend never asked, which it only does for a machine with
-    // nothing metered on it. That is a different answer from having asked and failed.
-    val mine = snapshots.firstOrNull { it.setup == setup } ?: return SessionUsage.NotMetered
+fun usageFor(snapshots: List<UsageSnapshot>, setup: String, provider: String): SessionUsage {
+    // No snapshot at all means the backend never asked, which it only does where there is nothing
+    // to ask about. That is a different answer from having asked and failed.
+    val mine =
+        snapshots.firstOrNull { it.setup == setup && it.provider == provider }
+            ?: return SessionUsage.NotMetered
     if (mine.state != "ok") {
         return SessionUsage.Unavailable(mine.detail ?: mine.state)
     }

app/androidApp/src/main/kotlin/com/example/aiapp/SetupsScreen.kt

@@ -236,6 +236,7 @@ private fun AddSetupDialog(
     var address by remember { mutableStateOf("") }
     var identity by remember { mutableStateOf("") }
     var attachmentsDir by remember { mutableStateOf("") }
+    var modelsDir by remember { mutableStateOf("") }
     var tested by remember { mutableStateOf<String?>(null) }
     var testing by remember { mutableStateOf(false) }
 
@@ -250,6 +251,7 @@ private fun AddSetupDialog(
                     port = typedPort,
                     identityFile = identity.trim().ifEmpty { null },
                     attachmentsDir = attachmentsDir.trim().ifEmpty { null },
+                    modelsDir = modelsDir.trim().ifEmpty { null },
                 )
             }
 
@@ -293,6 +295,14 @@ private fun AddSetupDialog(
                     label = { Text("Folder for attached files (optional)") },
                     singleLine = true,
                 )
+                // Where that machine's GGUFs are, for a llama.cpp session on it. Blank means
+                // the same place this backend keeps its own downloads, read on that machine.
+                OutlinedTextField(
+                    value = modelsDir,
+                    onValueChange = { modelsDir = it },
+                    label = { Text("Folder for models (optional)") },
+                    singleLine = true,
+                )
                 tested?.let {
                     Spacer(Modifier.height(8.dp))
                     Text(it, style = MaterialTheme.typography.bodySmall)

app/androidApp/src/main/kotlin/com/example/aiapp/SpawnScreen.kt

@@ -61,18 +61,31 @@ fun SpawnScreen(
     // "auto" rather than "manual": on a phone every ask is a round trip to a question card, and
     // answering "allow Bash?" dozens of times per task is what this app exists to avoid.
     var permissionMode by remember { mutableStateOf("auto") }
+    // Null until the server has been asked, and null again if it answers "no level chosen" -- the
+    // two are told apart by [defaultsAsked], because a picker that shows a level before the answer
+    // arrives is one you can spawn at without having chosen it.
+    var effort by remember { mutableStateOf<String?>(null) }
+    var defaultsAsked by remember { mutableStateOf(false) }
     var busy by remember { mutableStateOf(false) }
     // Only the spawn's own failure. The fetch's lives in `options`: this one leaves a filled-in
     // form worth keeping, and that one leaves nothing to fill in.
     var spawnError by remember { mutableStateOf<String?>(null) }
-    // Downloaded models, for a llama provider to choose between. Kept separate from the setups: a
-    // Claude session needs none, so failing to list them must not stop the screen rendering.
+    // The models on the *chosen machine*, for a llama provider to choose between. Kept separate
+    // from the setups: a Claude session needs none, so failing to list them must not stop the
+    // screen rendering. Refetched when the machine changes, because a model is a file on one
+    // machine -- see [fetchSetupModels].
     var models by remember { mutableStateOf<List<LocalModel>>(emptyList()) }
     var modelKey by remember { mutableStateOf<String?>(null) }
     var contextSize by remember { mutableStateOf("") }
     var temperature by remember { mutableStateOf("") }
 
     LaunchedEffect(Unit) {
+        // Separate from the setups fetch below and deliberately not fatal: failing to learn the
+        // default must leave a screen you can still spawn from, so the picker stays on "default"
+        // and says so rather than the whole form refusing to draw.
+        runCatching { withContext(Dispatchers.IO) { fetchDefaultEffort(settings) } }
+            .onSuccess { effort = it }
+        defaultsAsked = true
         options =
             try {
                 val fetched = withContext(Dispatchers.IO) { fetchSetups(settings) }
@@ -83,9 +96,6 @@ fun SpawnScreen(
             } catch (e: ApiException) {
                 LoadState.failed(e)
             }
-        models =
-            runCatching { withContext(Dispatchers.IO) { fetchModels(settings).local } }
-                .getOrDefault(emptyList())
     }
 
     Column(Modifier.fillMaxSize().verticalScroll(rememberScrollState()).padding(16.dp)) {
@@ -115,6 +125,17 @@ fun SpawnScreen(
                 is LoadState.Loaded -> state.value
             }
         val setup = setups.firstOrNull { it.name == setupName }
+        // Whichever machine is chosen now, asked again when that changes. The old machine's list
+        // is dropped first rather than left on screen: a file name from another machine looks
+        // exactly like one from this one.
+        LaunchedEffect(setup?.id) {
+            models = emptyList()
+            modelKey = null
+            val id = setup?.id ?: return@LaunchedEffect
+            models =
+                runCatching { withContext(Dispatchers.IO) { fetchSetupModels(settings, id) } }
+                    .getOrDefault(emptyList())
+        }
         val current = setup?.providers?.firstOrNull { it.name == providerName }
         // Only the Claude CLI has models, a working directory and permission modes; keying the
         // extra fields on the kind rather than the provider name keeps a second Claude provider
@@ -175,12 +196,13 @@ fun SpawnScreen(
         )
 
         if (isLlama) {
-            // A llama session names one of the models this backend has downloaded, so the choice is
-            // that list rather than free text -- a name that is not on disk is a session that
-            // cannot start.
+            // A llama session names one of the models on the machine it will run on, so the
+            // choice is that list rather than free text -- a name that is not on that machine's
+            // disk is a session that cannot start.
             if (models.isEmpty()) {
                 Text(
-                    "No models downloaded yet. Get one from the Models screen first.",
+                    "No models on ${setup?.name ?: "this machine"}. The Models screen downloads " +
+                        "to the backend; another machine needs the file put there itself.",
                     style = MaterialTheme.typography.bodyMedium,
                     color = MaterialTheme.colorScheme.onSurfaceVariant,
                 )
@@ -251,6 +273,19 @@ fun SpawnScreen(
                 selected = permissionMode,
                 onSelect = { permissionMode = it },
             )
+            Spacer(Modifier.height(16.dp))
+
+            // Says what it does to *later* spawns as well, because it does: the level chosen here
+            // is stored as the default, which is the whole way that default is set. A picker that
+            // quietly changed a global would be the same control with the fact left out.
+            ChipGroup(
+                label = "Thinking (kept as the default for new sessions)",
+                options = listOf(DEFAULT_EFFORT) + EFFORT_LEVELS,
+                // The CLI's own default is a level in the list, so this cannot be a one-way trip.
+                // Disabled-looking until the server has answered, for the reason above.
+                selected = if (defaultsAsked) effort ?: DEFAULT_EFFORT else null,
+                onSelect = { chosen -> effort = chosen.takeIf { it != DEFAULT_EFFORT } },
+            )
         }
         Spacer(Modifier.height(24.dp))
 
@@ -268,6 +303,13 @@ fun SpawnScreen(
                     try {
                         val spawned =
                             withContext(Dispatchers.IO) {
+                                // Stored before the spawn and not after it: choosing a level is
+                                // an intent about new sessions in general, so a spawn that then
+                                // fails must not also lose the choice. Non-fatal for the same
+                                // reason the fetch above is -- the session is what was asked for.
+                                if (isClaude) {
+                                    runCatching { setDefaultEffort(settings, effort) }
+                                }
                                 spawnSession(
                                     settings,
                                     // The id, not the label: labels are editable and the server
@@ -280,6 +322,7 @@ fun SpawnScreen(
                                         if (isLlama) modelKey else model.trim().takeIf { isClaude },
                                     cwd = cwd.trim().takeIf { isClaude },
                                     permissionMode = permissionMode.takeIf { isClaude },
+                                    effort = effort.takeIf { isClaude },
                                     // Sent only when set, so blank means "whatever llama.cpp does
                                     // by default" rather than a zero.
                                     params =

app/androidApp/src/main/kotlin/com/example/aiapp/TranscriptAddress.kt

@@ -0,0 +1,27 @@
+package com.example.aiapp
+
+/**
+ * Where one transcript lives: a session's own, or one of its subagents'.
+ *
+ * The single mechanism [fetchTranscript], [EventStream], [TranscriptSource] and
+ * [TranscriptCache.session] all take, rather than each growing its own branch between a session and
+ * a subagent -- see SUBAGENTS.md's "Phone" and "Wire shape". A caller that has only a session id
+ * builds one with the one-argument constructor; a subagent's screen supplies both ids.
+ */
+data class TranscriptAddress(val sessionId: String, val subagentId: String? = null) {
+    /** The URL segment naming this transcript, before `/transcript` or `/events`. */
+    val urlPath: String
+        get() =
+            if (subagentId == null) "sessions/$sessionId"
+            else "sessions/$sessionId/subagents/$subagentId"
+
+    /**
+     * Where this transcript's cache lives on the phone, relative to the cache root.
+     *
+     * A subagent's nests under its session's directory rather than sitting beside it, so deleting a
+     * session's cache directory takes its subagents' with it -- the same one-way door the server's
+     * own storage describes.
+     */
+    val cachePath: String
+        get() = if (subagentId == null) sessionId else "$sessionId/subagents/$subagentId"
+}

app/androidApp/src/main/kotlin/com/example/aiapp/TranscriptCache.kt

@@ -35,8 +35,15 @@ class TranscriptCache(
     private val root: File,
     private val warn: (String) -> Unit = { Log.w("ai-app", it) },
 ) {
-    /** The cache for one session, whether or not anything has been stored for it yet. */
-    fun session(id: String): SessionCache = SessionCache(File(root, id), warn)
+    /**
+     * The cache for one transcript, whether or not anything has been stored for it yet.
+     *
+     * A subagent's [TranscriptAddress.cachePath] nests it under its session's directory, so
+     * deleting the session (below) takes its subagents' caches with it -- there is no separate
+     * purge for one.
+     */
+    fun session(address: TranscriptAddress): SessionCache =
+        SessionCache(File(root, address.cachePath), warn)
 
     /**
      * Deletes every session directory not in [ids], called after a successful list fetch. The path

app/androidApp/src/main/kotlin/com/example/aiapp/TranscriptItems.kt

@@ -175,6 +175,18 @@ sealed class TranscriptItem {
         val preTokens: Long?,
         val postTokens: Long?,
     ) : TranscriptItem()
+
+    /**
+     * The account ran out of quota, so the turn stopped here.
+     *
+     * A divider rather than an error: nothing failed, and what a reader scrolling back needs from
+     * it is the same thing a clear or a compaction gives them -- why the conversation stops at this
+     * line.
+     *
+     * [resetsAt] is epoch seconds and null where the session was told nothing, which is a state the
+     * row has words for rather than a time it invents.
+     */
+    data class LimitNote(override val seq: Long, val resetsAt: Double?) : TranscriptItem()
 }
 
 /**
@@ -458,6 +470,7 @@ fun foldEvent(items: List<TranscriptItem>, entry: SeqEvent): List<TranscriptItem
             } else {
                 items + TranscriptItem.ImageItem(entry.seq, event.ref)
             }
+        is SessionEvent.LimitReached -> items + TranscriptItem.LimitNote(entry.seq, event.resetsAt)
         is SessionEvent.Cleared -> items + TranscriptItem.ClearedNote(entry.seq)
         is SessionEvent.Compacted ->
             items + TranscriptItem.CompactedNote(entry.seq, event.preTokens, event.postTokens)

app/androidApp/src/main/kotlin/com/example/aiapp/TranscriptSource.kt

@@ -18,7 +18,7 @@ import java.util.concurrent.atomic.AtomicReference
  */
 class TranscriptSource(
     private val settings: ServerSettings,
-    private val sessionId: String,
+    private val address: TranscriptAddress,
     val cache: SessionCache,
 ) {
     private val stream = AtomicReference<EventStream?>(null)
@@ -65,7 +65,7 @@ class TranscriptSource(
         val tail = cache.tail() ?: return false
         // `before = seq + 1` is the newest event with seq <= the cursor, which is the event *at*
         // the cursor when the server still has one there.
-        val answer = fetchTranscript(settings, sessionId, before = tail.seq + 1, limit = 1)
+        val answer = fetchTranscript(settings, address, before = tail.seq + 1, limit = 1)
         val matches =
             answer.size == 1 &&
                 try {
@@ -83,7 +83,7 @@ class TranscriptSource(
      */
     suspend fun fetchOpening(): List<SeqEvent> {
         DebugStats.count("transcript page from server")
-        val page = fetchTranscript(settings, sessionId, limit = OPENING_WINDOW)
+        val page = fetchTranscript(settings, address, limit = OPENING_WINDOW)
         page.forEach { (line, entry) -> cache.append(line, entry.seq) }
         cache.flush()
         return page.map { it.second }
@@ -108,7 +108,7 @@ class TranscriptSource(
         val page =
             fetchTranscript(
                 settings,
-                sessionId,
+                address,
                 before = before,
                 limit = limit,
                 coalesce = coalesce,
@@ -131,7 +131,7 @@ class TranscriptSource(
      * well lose.
      */
     fun follow(after: Long, onOpen: () -> Unit, onReset: () -> Unit, onEvent: (SeqEvent) -> Unit) {
-        val opened = EventStream(settings, sessionId)
+        val opened = EventStream(settings, address)
         stream.getAndSet(opened)?.close()
         try {
             opened.run(after, onOpen, onReset) { raw, entry ->

app/androidApp/src/main/res/values/strings.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="utf-8"?>
+<resources>
+    <!-- Overridden by the `bench` build type's resValue (build.gradle.kts) to "AI Sessions bench",
+         so the two are never mistaken for each other in the launcher or in Settings. -->
+    <string name="app_name">AI Sessions</string>
+</resources>

app/androidApp/src/test/kotlin/com/example/aiapp/LimitRowTest.kt

@@ -0,0 +1,32 @@
+package com.example.aiapp
+
+import java.time.ZoneId
+import kotlin.test.Test
+import kotlin.test.assertEquals
+import kotlin.test.assertTrue
+
+/**
+ * What the transcript says where a session ran out of quota.
+ *
+ * The pair worth a test is the one that reads the same when it goes wrong: a reset time that
+ * arrived and one that never did. The second must not turn into a plausible-looking time, because a
+ * reader has no way of telling an invented one from a reported one.
+ */
+class LimitRowTest {
+    private val utc = ZoneId.of("UTC")
+
+    @Test
+    fun `a reported reset time is shown as a time`() {
+        // 2026-09-05T12:00:00Z. Asserted as a prefix and the clock reading rather than as the
+        // whole string: the platform's own short-time format is what this asks for, and it
+        // differs by JDK and locale down to which space character separates the meridiem.
+        val summary = limitSummary(1_788_609_600.0, utc)
+        assertTrue(summary.startsWith("Usage limit reached • resets "), summary)
+        assertTrue(summary.contains("12:00"), summary)
+    }
+
+    @Test
+    fun `a limit with no reset time says only what is known`() {
+        assertEquals("Usage limit reached", limitSummary(null, utc))
+    }
+}

app/androidApp/src/test/kotlin/com/example/aiapp/TranscriptCacheTest.kt

@@ -23,7 +23,7 @@ class TranscriptCacheTest {
 
     private fun cache() = TranscriptCache(File(temp, "v1/host_8443")) { said += it }
 
-    private fun session(id: String = "s") = cache().session(id)
+    private fun session(id: String = "s") = cache().session(TranscriptAddress(id))
 
     private fun line(seq: Long, type: String = "toolStart") =
         """{"seq":$seq,"ts":1.5,"type":"$type","id":"x"}"""

app/bench-fixture/README.md

@@ -0,0 +1,28 @@
+# The P0 benchmark fixture
+
+`transcript.jsonl` is a synthetic transcript in the app's own event model (the JSON lines
+`GET /sessions/{id}/transcript` returns; see `Events.kt`'s `parseSeqEvent` and
+`server/src/session/driver.rs`) -- never a real one. It is what both the Compose `bench` build
+and iris's bench build open with no server, so the two apps draw exactly the same content and a
+frame-time comparison is measuring the renderer rather than the data.
+
+Generated by `./generate.py` (Python stdlib only, seeded -- `SEED = 20260905` -- so re-running it
+reproduces the same file byte for byte). It writes into `assets/` -- a separate directory from this
+script and README, because the Compose `bench` build type points its own asset source set straight
+at `assets/` (`app/androidApp/build.gradle.kts`'s `sourceSets { getByName("bench") }`), and a Python
+script and a markdown file have no business inside an APK:
+
+- `transcript.jsonl` -- 3,601 events. The first 3,200 (`BACKLOG_COUNT`) are the scrolled-back
+  history the benchmark opens with: user turns, tool calls with kilobyte-scale input/output,
+  assistant replies built from headings, bold/italic/inline code, a link, fenced code blocks that
+  rotate through rust/kotlin/python/sh/json/toml, a markdown table, two embedded images, and
+  periodic `usageDelta`/`compacted` events. The remaining 400 (`STREAM_COUNT`) are not part of the
+  opening window -- both bench harnesses replay them at a fixed rate (20/s) through the same live
+  fold path a real SSE reply arrives on, which is P0's "streaming phase."
+- `bench1.png`, `bench2.png` -- tiny (8x8) flat-colour PNGs, base64-free on disk but served the
+  same way a real attachment is (`GET /sessions/{id}/files/{name}`), referenced by the two
+  `"type":"image"` events in the transcript.
+
+Regenerate after changing the shape (a new event type, a different backlog/stream split) with
+`./generate.py`, and commit the result -- it is checked in rather than generated at build time so
+both apps' bench builds embed the identical bytes without needing this script at build time.

app/bench-fixture/generate.py

@@ -0,0 +1,186 @@
+#!/usr/bin/env python3
+"""Generates transcript.jsonl -- the synthetic fixture P0's benchmark opens in both apps.
+
+Deterministic (fixed seed), so a Compose bench APK and an iris bench APK draw byte-identical
+content: the point of the fixture is a like-for-like comparison, not a realistic one.
+
+Never a real transcript -- see AGENTS.md's ui-sandbox.sh, which this borrows its vocabulary
+style from (headings, code fences, a table, a link) rather than reusing its Claude-Code JSONL
+shape. This file's shape is the *app's own event model* instead: one JSON object per line,
+matching what GET /sessions/{id}/transcript returns and what Events.kt's parseSeqEvent reads
+(server/src/session/driver.rs is the source of truth for the field names).
+
+    ./generate.py                      writes transcript.jsonl and bench1.png/bench2.png here
+
+BACKLOG_COUNT events (seq 1..BACKLOG_COUNT) are the scrolled-back history the benchmark opens
+with. A further STREAM_COUNT events (seq BACKLOG_COUNT+1..) are not part of the opening window;
+both bench harnesses replay them at a fixed rate as the "streaming reply" phase, appended through
+the same live path a real SSE reply arrives on. Keeping both halves in one file means one
+generator and one seed to keep in sync, rather than two fixtures that can drift apart.
+"""
+import base64
+import json
+import random
+import struct
+import zlib
+from pathlib import Path
+
+SEED = 20260905
+BACKLOG_COUNT = 3200
+STREAM_COUNT = 400
+HERE = Path(__file__).resolve().parent / "assets"
+
+random.seed(SEED)
+
+LANGUAGES = ["rust", "kotlin", "python", "sh", "json", "toml"]
+
+CODE_SNIPPETS = {
+    "rust": '''fn fold_event(items: Vec<Item>, seq: u64) -> Vec<Item> {
+    // a comment worth keeping: this is the fold the app's own screen runs
+    let mut out = items;
+    out.push(Item::new(seq));
+    out
+}''',
+    "kotlin": '''fun foldEvent(items: List<TranscriptItem>, entry: SeqEvent): List<TranscriptItem> {
+    // mirrors the server's own event model, one item per line
+    return items + TranscriptItem.from(entry)
+}''',
+    "python": '''def render_report(frames, cpu_ms, rss_kb):
+    # printed for a human to paste back, so every number carries its unit
+    return f"{frames} frames, {cpu_ms}ms cpu, {rss_kb}kb peak rss"''',
+    "sh": '''#!/bin/sh
+# scripted scroll loop, the shape transcript-bench.sh drives on a phone
+for i in $(seq 1 24); do
+    ui-trace record --do "swipe 540 700 540 1600 200"
+done''',
+    "json": '{"seq": 1, "type": "status", "state": "running"}',
+    "toml": '''[package]
+name = "bench-fixture"
+version = "0.1.0"''',
+}
+
+HEADINGS = [
+    "## Plan",
+    "## What changed",
+    "## Why this approach",
+    "### Open questions",
+    "## Results",
+]
+
+WORDS = (
+    "session render report frame budget scroll transcript fold event cache "
+    "cursor probe stream backlog swipe fixture bench compose iris widget layout "
+    "measure place draw tool call token context window anchor"
+).split()
+
+
+def paragraph(n=24):
+    words = [random.choice(WORDS) for _ in range(n)]
+    words[0] = words[0].capitalize()
+    text = " ".join(words) + "."
+    # Sprinkle markdown inline spans so the syntax highlighter/markdown parser sees a real mix.
+    text = text.replace(" fold ", " **fold** ", 1)
+    text = text.replace(" cursor ", " *cursor* ", 1)
+    text = text.replace(" cache ", " `cache` ", 1)
+    if "bench" in text:
+        text = text.replace(
+            " bench ", " [bench](https://example.com/bench) ", 1
+        )
+    return text
+
+
+def make_png(rgb, size=8):
+    """A tiny, valid PNG -- flat colour, no external dependency."""
+
+    def chunk(tag, data):
+        c = tag + data
+        return struct.pack(">I", len(data)) + c + struct.pack(">I", zlib.crc32(c))
+
+    sig = b"\x89PNG\r\n\x1a\n"
+    ihdr = struct.pack(">IIBBBBB", size, size, 8, 2, 0, 0, 0)
+    raw = b""
+    for _ in range(size):
+        raw += b"\x00" + bytes(rgb) * size
+    idat = zlib.compress(raw)
+    return sig + chunk(b"IHDR", ihdr) + chunk(b"IDAT", idat) + chunk(b"IEND", b"")
+
+
+def main():
+    HERE.mkdir(exist_ok=True)
+    lines = []
+    seq = 1
+    ts = 1_788_000_000.0
+
+    def emit(type_, **fields):
+        nonlocal seq, ts
+        obj = {"seq": seq, "ts": round(ts, 3), "type": type_}
+        obj.update(fields)
+        lines.append(json.dumps(obj, separators=(",", ":")))
+        seq += 1
+        ts += random.uniform(0.05, 2.0)
+
+    emit("status", state="running")
+    emit("settings", model="bench-model", permissionMode="auto")
+
+    image_refs = []
+    turn = 0
+    while seq <= BACKLOG_COUNT:
+        turn += 1
+        emit("userMessage", text=f"Turn {turn}: {paragraph(12)}", id=None, attachments=[])
+
+        # A tool call with kilobyte-scale input/output every few turns.
+        if turn % 3 == 0:
+            tool_id = f"tool-{turn}"
+            big_input = json.dumps({"path": f"/repo/file_{turn}.rs", "content": paragraph(400)})
+            emit("toolStart", id=tool_id, tool="Edit", input=big_input)
+            big_output = "\n".join(paragraph(60) for _ in range(20))
+            emit("toolUpdate", id=tool_id, output=big_output[: len(big_output) // 2])
+            emit("toolEnd", id=tool_id, output=big_output)
+
+        # A reply: a heading, prose, a fenced block in a rotating language, a table, then deltas.
+        emit("assistantText", delta=f"{random.choice(HEADINGS)}\n\n")
+        emit("assistantText", delta=paragraph(30) + "\n\n")
+        lang = LANGUAGES[turn % len(LANGUAGES)]
+        emit("assistantText", delta=f"```{lang}\n{CODE_SNIPPETS[lang]}\n```\n\n")
+        if turn % 5 == 0:
+            emit(
+                "assistantText",
+                delta="| column | value |\n|---|---|\n| a | " + paragraph(3) + " |\n\n",
+            )
+        # A run of small deltas -- the shape a live reply actually streams in.
+        for _ in range(random.randint(3, 8)):
+            emit("assistantText", delta=paragraph(6) + " ")
+
+        # A couple of images, base64 PNGs, the way a real transcript embeds a screenshot.
+        if turn in (10, 40):
+            ref = f"bench{len(image_refs) + 1}.png"
+            image_refs.append(ref)
+            emit("image", ref=ref, about=None)
+
+        emit("usageDelta", tokens=random.randint(200, 4000), context=random.randint(2000, 180000))
+
+        if turn % 15 == 0:
+            emit(
+                "compacted",
+                preTokens=180000,
+                postTokens=20000,
+                trigger="auto",
+            )
+
+    # The streaming-phase tail: one long reply, built entirely from text deltas, the shape a
+    # bench harness replays at a fixed events/sec through the live fold path.
+    emit("userMessage", text="One more, streamed live for the benchmark's timing phase.", id=None, attachments=[])
+    while seq <= BACKLOG_COUNT + STREAM_COUNT:
+        emit("assistantText", delta=paragraph(5) + " ")
+    emit("status", state="idle")
+
+    (HERE / "transcript.jsonl").write_text("\n".join(lines) + "\n")
+
+    (HERE / "bench1.png").write_bytes(make_png((220, 90, 90)))
+    (HERE / "bench2.png").write_bytes(make_png((90, 150, 220)))
+
+    print(f"wrote {len(lines)} events ({BACKLOG_COUNT} backlog + {STREAM_COUNT} stream) to transcript.jsonl")
+
+
+if __name__ == "__main__":
+    main()

app/build-apk.sh

@@ -4,6 +4,11 @@
 #   ./build-apk.sh            the release build, signed (what the phone runs)
 #   ./build-apk.sh debug      the debug build, for reproducing something the
 #                             emulator scripts would build anyway
+#   ./build-apk.sh bench      P0's benchmark build (own app id, "AI Sessions
+#                             bench" label, opens straight onto the fixture
+#                             session -- see docs/RUST.md's P0 box and
+#                             app/bench-fixture/README.md). Signed the same
+#                             as release; never touches the CA it pins.
 #
 # Dev Updater's `.dev-updater.ron` at the checkout root spells these out as
 # build modes, one command line each; it passes nothing else, so the word
@@ -25,8 +30,9 @@ VARIANT=${1:-release}
 case "$VARIANT" in
 release) TASK=assembleRelease ;;
 debug) TASK=assembleDebug ;;
+bench) TASK=assembleBench ;;
 *)
-    echo "build-apk.sh: unknown variant '$VARIANT' (release, debug)" >&2
+    echo "build-apk.sh: unknown variant '$VARIANT' (release, debug, bench)" >&2
     exit 2
     ;;
 esac
@@ -81,7 +87,7 @@ fi
 # uninstalling it first: the signatures differ, and Android refuses to
 # update across them.
 KEYSTORE="${AI_APP_KEYSTORE:-${XDG_CONFIG_HOME:-$HOME/.config}/ai-app/release.jks}"
-if [ "$VARIANT" = release ] && [ ! -f "$KEYSTORE" ]; then
+if { [ "$VARIANT" = release ] || [ "$VARIANT" = bench ]; } && [ ! -f "$KEYSTORE" ]; then
     KEYTOOL="${JAVA_HOME:+$JAVA_HOME/bin/keytool}"
     KEYTOOL="${KEYTOOL:-keytool}"
     if ! command -v "$KEYTOOL" >/dev/null 2>&1; then
@@ -97,7 +103,7 @@ if [ "$VARIANT" = release ] && [ ! -f "$KEYSTORE" ]; then
         -keyalg RSA -keysize 2048 -validity 10000 \
         -storepass "$PASSWORD" -keypass "$PASSWORD" -dname "CN=ai-app" >/dev/null 2>&1)
 fi
-if [ "$VARIANT" = release ]; then
+if [ "$VARIANT" = release ] || [ "$VARIANT" = bench ]; then
     AI_APP_KEYSTORE="$KEYSTORE"
     AI_APP_KEYSTORE_PASSWORD=$(cat "$KEYSTORE.password")
     export AI_APP_KEYSTORE AI_APP_KEYSTORE_PASSWORD

app/iris-scroll.sh

@@ -0,0 +1,34 @@
+#!/bin/sh
+# RUST.md's I5 "Where iris's frame time goes" pass (2026-09-05). The same
+# 24-swipe/6-cycle loop as transcript-bench.sh's, extracted for iris's own
+# demo app -- transcript-bench.sh itself is Compose-specific (opens by
+# session title through the Compose app's own UI) and cannot be called
+# directly against dev.iris.android.demo.
+#
+# MUST be run from inside this checkout (not /tmp): ui-trace/adb pick which
+# emulator to target from the current directory's basename (the
+# per-checkout-AVD rule), and a previous pass lost two attempts to a `cd`
+# into /tmp that made this resolve to a nonexistent "tmp" checkout.
+set -eu
+cd "$(dirname "$0")"
+. ./android-env.sh >/dev/null 2>&1
+
+cycles=${1:-6}
+
+ui-trace record -d 3000 --do "tap 'Reset frame report'" -o /tmp/iris-bench-reset.txt >/dev/null
+adb logcat -c
+
+DO=""
+i=0
+while [ "$i" -lt "$cycles" ]; do
+    DO="$DO --do 'swipe 540 700 540 1600 200' --do 'wait 500'"
+    DO="$DO --do 'swipe 540 700 540 1600 200' --do 'wait 500'"
+    DO="$DO --do 'swipe 540 1600 540 700 200' --do 'wait 500'"
+    DO="$DO --do 'swipe 540 1600 540 700 200' --do 'wait 500'"
+    i=$((i + 1))
+done
+eval ui-trace record -d $((cycles * 16000 + 20000)) $DO -o /tmp/iris-bench-scroll.txt >/dev/null
+
+ui-trace record -d 3000 --do "tap 'Frame report'" -o /tmp/iris-bench-report.txt >/dev/null
+sleep 1
+adb logcat -d -s iris-android-app:I | grep "iris frame report:"

app/settings.gradle.kts

@@ -17,6 +17,11 @@ dependencyResolutionManagement {
 
 include(":androidApp")
 
+// E3 (RUST.md): the Kotlin/Java shell over android-shell's JNI bridge, a
+// separate module from :androidApp so the ~13,000 lines of working Compose
+// UI there are untouched. See shellApp/build.gradle.kts's module comment.
+include(":shellApp")
+
 // The app half of wg-app-link, resolved by path through the submodule so
 // this checkout and the crate it consumes move together -- the same
 // arrangement `server/` uses for the Rust half. See that repo's README.

app/shellApp/build.gradle.kts

@@ -0,0 +1,163 @@
+plugins { alias(libs.plugins.androidApplication) }
+
+// E3 (RUST.md): the Kotlin/Java shell being replaced by a thin JNI bridge
+// into Rust (`../../android-shell`). Deliberately its own module rather
+// than a rewrite of `:androidApp` in place -- that module is ~13,000 lines
+// of working Compose UI this experiment does not touch, and the two can be
+// installed side by side on the same development device (see
+// `settings.SCHEME`'s doc in `android-shell` for why the deep-link scheme
+// and Keystore alias are not the production app's). No Compose plugin, no
+// Kotlin source of its own: `MainActivity`/`NotificationService` are plain
+// Java, and the CA constant below is generated as Java too.
+//
+// The CA this build pins is baked in the same way `androidApp`'s does --
+// see that module's `build.gradle.kts` comment for the reasoning (the
+// trust boundary follows the machine that builds, never a pasted copy).
+// `PinnedCa.java`'s package must match `android-shell`'s
+// `settings::load_pinned_ca` lookup (`com/example/aiapp/shell/PinnedCa`).
+val pinnedCaPath: String =
+    System.getenv("AI_APP_CA")
+        ?: "${System.getenv("XDG_CONFIG_HOME") ?: "${System.getProperty("user.home")}/.config"}" +
+            "/ai-app/certs/ca.pem"
+
+abstract class GeneratePinnedCa : DefaultTask() {
+    @get:Input abstract val caPath: Property<String>
+
+    @get:InputFile
+    @get:Optional
+    @get:PathSensitive(PathSensitivity.NONE)
+    abstract val caCertificate: RegularFileProperty
+
+    @get:OutputDirectory abstract val outputDir: DirectoryProperty
+
+    @TaskAction
+    fun generate() {
+        val path = caPath.get()
+        val ca = File(path)
+        if (!ca.isFile) {
+            throw GradleException(
+                "No CA certificate at $path.\n" +
+                    "Start ai-server (or app/ui-sandbox.sh) once on this machine first -- it " +
+                    "generates the CA this build pins.\n" +
+                    "Set AI_APP_CA=/path/to/ca.pem to build against a different one."
+            )
+        }
+        val pem = ca.readText().trim()
+        if (!pem.startsWith("-----BEGIN CERTIFICATE-----")) {
+            throw GradleException("$path is not a PEM certificate.")
+        }
+        val dir = outputDir.get().dir("com/example/aiapp/shell").asFile
+        dir.mkdirs()
+        // Same reasoning as androidApp's generatePinnedCert: the text block
+        // must start immediately after the opening `"""`, or
+        // CertificateFactory stops recognising the "-----BEGIN" preamble.
+        File(dir, "PinnedCa.java")
+            .writeText(
+                """
+                |// Generated from $path by the generatePinnedCa task. Do not edit.
+                |package com.example.aiapp.shell;
+                |
+                |public final class PinnedCa {
+                |    private PinnedCa() {}
+                |    public static final String PINNED_CA_PEM = ""${'"'}
+                |$pem""${'"'};
+                |}
+                |"""
+                    .trimMargin()
+            )
+    }
+}
+
+val generatePinnedCa =
+    tasks.register<GeneratePinnedCa>("generatePinnedCa") {
+        val ca = file(pinnedCaPath)
+        caPath.set(pinnedCaPath)
+        if (ca.isFile) {
+            caCertificate.set(ca)
+        }
+    }
+
+android {
+    namespace = "com.example.aiapp.shell"
+    compileSdk = 37
+
+    defaultConfig {
+        applicationId = "com.example.aiapp.shell"
+        minSdk = 24
+        targetSdk = 37
+        versionCode = 1
+        versionName = "1.0"
+    }
+    // Same reasoning and same key as androidApp's (see that module's comment): E5 (RUST.md)
+    // signs its own, Gradle-free build with this same keystore, and the two can only
+    // `adb install -r` over each other if they carry the same certificate.
+    val keystore = System.getenv("AI_APP_KEYSTORE")
+    signingConfigs {
+        if (keystore != null) {
+            create("release") {
+                storeFile = file(keystore)
+                storePassword = System.getenv("AI_APP_KEYSTORE_PASSWORD")
+                keyAlias = "ai-app"
+                keyPassword = storePassword
+            }
+        }
+    }
+    buildTypes {
+        getByName("release") {
+            isMinifyEnabled = false
+            if (keystore != null) signingConfig = signingConfigs.getByName("release")
+        }
+    }
+    compileOptions {
+        sourceCompatibility = JavaVersion.VERSION_21
+        targetCompatibility = JavaVersion.VERSION_21
+    }
+}
+
+// E5 (RUST.md): the xtask dexes and packages this module's Java sources itself, but it does
+// not resolve Maven dependencies -- reimplementing a dependency resolver was out of scope for a
+// packaging step, so this one task is the single place Gradle still runs in that pipeline. It
+// asks the dependency graph for the *post-transform* jars (AARs already unpacked to a classes
+// jar, the same artifact type AGP's own dexing task consumes) rather than the raw configuration,
+// which would hand back .aar files d8 cannot read directly.
+val artifactType = Attribute.of("artifactType", String::class.java)
+
+tasks.register("printRuntimeClasspathJars") {
+    description = "Writes the resolved release runtime classpath jars, one per line, for xtask."
+    val outputFile = layout.buildDirectory.file("xtask/runtime-classpath.txt")
+    outputs.file(outputFile)
+    val jars =
+        configurations
+            .getByName("releaseRuntimeClasspath")
+            .incoming
+            .artifactView { attributes.attribute(artifactType, "android-classes-jar") }
+            .files
+    // Captured as a plain FileCollection (not the ArtifactView itself, which the
+    // configuration cache cannot serialize) so this task is still cacheable.
+    inputs.files(jars)
+    doLast {
+        val file = outputFile.get().asFile
+        file.parentFile.mkdirs()
+        file.writeText(jars.joinToString("\n") { it.absolutePath })
+    }
+}
+
+androidComponents {
+    onVariants { variant ->
+        variant.sources.java?.addGeneratedSourceDirectory(generatePinnedCa, GeneratePinnedCa::outputDir)
+    }
+}
+
+dependencies {
+    // The Keystore-sealed enrollment (ServerStore/ServerSettings) --
+    // android-shell's settings.rs calls into this Kotlin class directly
+    // over JNI rather than re-sealing the token in Rust; see that file's
+    // module doc.
+    implementation(project(":link"))
+    // NotificationCompat/NotificationManagerCompat/NotificationChannelCompat/
+    // ServiceCompat -- android-shell's notify.rs calls these classes over
+    // JNI so the pre-26 fallback behaviour (no channels) lives once, in
+    // the library that already has it, rather than being re-derived as a
+    // set of Build.VERSION.SDK_INT branches in Rust.
+    implementation(libs.androidx.core.ktx)
+}

app/shellApp/src/main/AndroidManifest.xml

@@ -0,0 +1,62 @@
+<?xml version="1.0" encoding="utf-8"?>
+<manifest xmlns:android="http://schemas.android.com/apk/res/android"
+    xmlns:tools="http://schemas.android.com/tools">
+    <!-- Mirrors androidApp's manifest (AGENTS.md: reuse it rather than
+         re-deriving it) for the permissions and declarations E3 actually
+         exercises. Not carried over: the QR scanner activity (this
+         experiment enrolls via the aiappshell://enroll deep link directly,
+         per AGENTS.md's ui-sandbox.sh banner) and the app icon warning
+         suppression below, for the same reason androidApp's is there. -->
+    <uses-permission android:name="android.permission.INTERNET" />
+    <uses-permission android:name="android.permission.ACCESS_LOCAL_NETWORK" />
+    <uses-permission android:name="android.permission.POST_NOTIFICATIONS" />
+    <uses-permission android:name="android.permission.FOREGROUND_SERVICE" />
+    <uses-permission android:name="android.permission.FOREGROUND_SERVICE_SPECIAL_USE" />
+
+    <application
+        android:label="AI Sessions (shell)"
+        android:allowBackup="true"
+        android:theme="@android:style/Theme.Material.Light.NoActionBar"
+        tools:ignore="MissingApplicationIcon">
+        <activity
+            android:name=".MainActivity"
+            android:exported="true"
+            android:launchMode="singleTop">
+            <intent-filter>
+                <action android:name="android.intent.action.MAIN" />
+                <category android:name="android.intent.category.LAUNCHER" />
+            </intent-filter>
+            <!-- Enrollment: aiappshell://enroll?host=...&port=...&token=...,
+                 per AGENTS.md's ui-sandbox.sh banner (fed to this app with
+                 `adb shell am start -a android.intent.action.VIEW -d
+                 'aiappshell://enroll?...'`, or -n'd at this component
+                 directly if a second app also claims the aiapp scheme). -->
+            <intent-filter>
+                <action android:name="android.intent.action.VIEW" />
+                <category android:name="android.intent.category.DEFAULT" />
+                <category android:name="android.intent.category.BROWSABLE" />
+                <data android:scheme="aiappshell" android:host="enroll" />
+            </intent-filter>
+            <!-- The share sheet - see android-shell's share.rs. -->
+            <intent-filter>
+                <action android:name="android.intent.action.SEND" />
+                <action android:name="android.intent.action.SEND_MULTIPLE" />
+                <category android:name="android.intent.category.DEFAULT" />
+                <data android:mimeType="*/*" />
+            </intent-filter>
+        </activity>
+
+        <!-- specialUse, not dataSync, for the reason androidApp's manifest
+             gives: a connection that has to keep listening overnight
+             cannot accept dataSync's six-hour cap. -->
+        <service
+            android:name=".NotificationService"
+            android:exported="false"
+            android:foregroundServiceType="specialUse">
+            <property
+                android:name="android.app.PROPERTY_SPECIAL_USE_FGS_SUBTYPE"
+                android:value="E3 experiment: holds one connection to the sandbox server so a
+                    session that needs an answer can be reported while the app is closed." />
+        </service>
+    </application>
+</manifest>

app/shellApp/src/main/java/com/example/aiapp/shell/MainActivity.java

@@ -0,0 +1,50 @@
+package com.example.aiapp.shell;
+
+import android.app.Activity;
+import android.content.Context;
+import android.content.Intent;
+import android.os.Bundle;
+import android.os.Handler;
+import android.os.Looper;
+import android.widget.Toast;
+
+/**
+ * E3's floor, per RUST.md's "How much Java is unavoidable": a class the framework
+ * constructs by name from the manifest, with its lifecycle methods handing straight to Rust
+ * (android-shell's {@code share::handle_intent}). No Compose, no layout -- there is no screen to
+ * draw yet (that is E4's job, on iris); {@link #toast} is this experiment's stand-in for showing
+ * something happened.
+ */
+public class MainActivity extends Activity {
+    static {
+        System.loadLibrary("android_shell");
+    }
+
+    @Override
+    protected void onCreate(Bundle savedInstanceState) {
+        super.onCreate(savedInstanceState);
+        NotificationService.sync(this);
+        nativeHandleIntent(this, getIntent());
+    }
+
+    // launchMode="singleTop": a notification tap or a share while this activity is already on
+    // top lands here rather than in a second instance -- same reasoning as MainActivity.kt's.
+    @Override
+    protected void onNewIntent(Intent intent) {
+        super.onNewIntent(intent);
+        setIntent(intent);
+        nativeHandleIntent(this, intent);
+    }
+
+    /**
+     * Called from android-shell, sometimes from a background thread (a share's network call is
+     * never made on the calling thread -- see share.rs). {@code Toast} itself is main-thread-only,
+     * so this hops there with a {@link Handler} rather than assuming the caller already has.
+     */
+    static void toast(Context context, String message) {
+        new Handler(Looper.getMainLooper())
+                .post(() -> Toast.makeText(context, message, Toast.LENGTH_LONG).show());
+    }
+
+    private static native void nativeHandleIntent(Activity activity, Intent intent);
+}

app/shellApp/src/main/java/com/example/aiapp/shell/NotificationService.java

@@ -0,0 +1,45 @@
+package com.example.aiapp.shell;
+
+import android.app.Service;
+import android.content.Context;
+import android.content.Intent;
+import android.os.IBinder;
+
+/**
+ * E3's second unavoidable Java class (RUST.md): a foreground service constructed by the framework
+ * from the manifest, existing only to hand its lifecycle to android-shell's {@code notify} module
+ * -- the SSE follow loop, deciding what a notification says, and posting it are all Rust reached
+ * through these three native calls. See {@code Notifications.kt}'s {@code NotificationService} for
+ * the Kotlin original this mirrors.
+ */
+public class NotificationService extends Service {
+    static {
+        System.loadLibrary("android_shell");
+    }
+
+    @Override
+    public IBinder onBind(Intent intent) {
+        return null;
+    }
+
+    @Override
+    public int onStartCommand(Intent intent, int flags, int startId) {
+        return nativeOnStartCommand(this);
+    }
+
+    @Override
+    public void onDestroy() {
+        nativeOnDestroy();
+    }
+
+    /** Starts this service if there is a server to connect to, and stops it otherwise. */
+    static void sync(Context context) {
+        nativeSync(context);
+    }
+
+    private static native void nativeSync(Context context);
+
+    private static native int nativeOnStartCommand(Service service);
+
+    private static native void nativeOnDestroy();
+}

client-core/Cargo.toml

@@ -7,7 +7,7 @@ edition = "2024"
 # with `server/` via `event-model`), the REST + SSE clients for its HTTP
 # surface (see `server/src/routes.rs`'s module doc for the table), the
 # transcript fold and cache, the markdown block model, the syntax
-# highlighter and the ANSI parser. See CLIENT_CORE.md at the repo root for
+# highlighter and the ANSI parser. See `docs/CLIENT_CORE.md` for
 # what this holds today, what it does not yet, and how it corresponds to
 # the Kotlin it replaces.
 #

client-core/src/config.rs

@@ -0,0 +1,152 @@
+//! What a Rust client needs to reach one enrolled server: host, port and
+//! bearer token. Mirrors the shape `ServerConfig.kt`/`Api.kt`'s
+//! `handleEnrollment` parses out of an `aiapp://enroll?host=H&port=P&token=T`
+//! deep link -- the exact link `wg-app-link`'s `enroll` module mints and
+//! `app/ui-sandbox.sh`'s banner prints, so any Rust client can enrol from
+//! the same text a phone would scan as a QR, with no second format
+//! invented for it (RUST.md's E4).
+//!
+//! What this type deliberately does not decide: where it is persisted, and
+//! under what file permissions. A phone seals its token in the Android
+//! Keystore; a desktop client has its own `$XDG_CONFIG_HOME/<app>/`
+//! directory and its own file-mode conventions (MACHINE.md: owner-only,
+//! never in the repo). Both are caller-specific, so they stay out of this
+//! crate per the code rules' "ask for the least you need" -- see
+//! `iris/desktop-app/src/config.rs` for the desktop instance.
+
+use serde::{Deserialize, Serialize};
+
+/// One enrolled server: reachable at `https://{host}:{port}`, authenticated
+/// with `token` as a bearer header. Does not carry the pinned CA -- that is
+/// a public certificate rather than a secret, and where to find it differs
+/// by caller (a phone pins the one its APK was built against; a desktop
+/// client is told a path).
+#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
+pub struct EnrolledServer {
+    pub host: String,
+    pub port: u16,
+    pub token: String,
+}
+
+impl EnrolledServer {
+    /// Parses `aiapp://enroll?host=H&port=P&token=T` (query order does not
+    /// matter; unrecognised keys are ignored). `token` is percent-decoded,
+    /// since `ui-sandbox.sh` encodes it precisely because a raw token can
+    /// contain `+`, which turns into a space if left to a naive splitter.
+    pub fn parse_link(link: &str) -> Result<Self, String> {
+        let query = link.split_once('?').map(|(_, q)| q).ok_or_else(|| {
+            format!(
+                "'{link}' has no query string (expected \
+                 aiapp://enroll?host=...&port=...&token=...)"
+            )
+        })?;
+
+        let mut host = None;
+        let mut port = None;
+        let mut token = None;
+        for pair in query.split('&') {
+            let Some((key, value)) = pair.split_once('=') else {
+                continue;
+            };
+            let value = percent_decode(value);
+            match key {
+                "host" => host = Some(value),
+                "port" => port = Some(value),
+                "token" => token = Some(value),
+                _ => {}
+            }
+        }
+
+        let host = host.ok_or_else(|| format!("'{link}' is missing 'host'"))?;
+        let port_str = port.ok_or_else(|| format!("'{link}' is missing 'port'"))?;
+        let port: u16 = port_str
+            .parse()
+            .map_err(|e| format!("'{link}''s port ('{port_str}') is not a number: {e}"))?;
+        let token = token.ok_or_else(|| format!("'{link}' is missing 'token'"))?;
+
+        Ok(Self { host, port, token })
+    }
+
+    /// Where a `client_core::api::UreqTransport` reaches this server.
+    pub fn base_url(&self) -> String {
+        format!("https://{}:{}", self.host, self.port)
+    }
+}
+
+fn percent_decode(s: &str) -> String {
+    let bytes = s.as_bytes();
+    let mut out = Vec::with_capacity(bytes.len());
+    let mut i = 0;
+    while i < bytes.len() {
+        if bytes[i] == b'%'
+            && i + 2 < bytes.len()
+            && let Ok(byte) =
+                u8::from_str_radix(std::str::from_utf8(&bytes[i + 1..i + 3]).unwrap_or(""), 16)
+        {
+            out.push(byte);
+            i += 3;
+            continue;
+        }
+        out.push(bytes[i]);
+        i += 1;
+    }
+    String::from_utf8_lossy(&out).into_owned()
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn parses_host_port_and_token() {
+        let server =
+            EnrolledServer::parse_link("aiapp://enroll?host=127.0.0.1&port=8547&token=abcDEF123")
+                .unwrap();
+        assert_eq!(
+            server,
+            EnrolledServer {
+                host: "127.0.0.1".to_string(),
+                port: 8547,
+                token: "abcDEF123".to_string(),
+            }
+        );
+        assert_eq!(server.base_url(), "https://127.0.0.1:8547");
+    }
+
+    #[test]
+    fn field_order_does_not_matter() {
+        let server =
+            EnrolledServer::parse_link("aiapp://enroll?token=tok&port=443&host=example.com")
+                .unwrap();
+        assert_eq!(server.host, "example.com");
+        assert_eq!(server.port, 443);
+        assert_eq!(server.token, "tok");
+    }
+
+    #[test]
+    fn a_percent_encoded_token_is_decoded() {
+        // ui-sandbox.sh's own reason for encoding: a raw '+' would
+        // otherwise arrive as a space.
+        let server =
+            EnrolledServer::parse_link("aiapp://enroll?host=h&port=1&token=a%2Bb%2Fc").unwrap();
+        assert_eq!(server.token, "a+b/c");
+    }
+
+    #[test]
+    fn a_missing_field_is_named_in_the_error() {
+        let err = EnrolledServer::parse_link("aiapp://enroll?host=h&port=1").unwrap_err();
+        assert!(
+            err.contains("token"),
+            "error should name the missing field: {err}"
+        );
+    }
+
+    #[test]
+    fn a_non_numeric_port_is_named_in_the_error() {
+        let err = EnrolledServer::parse_link("aiapp://enroll?host=h&port=x&token=t").unwrap_err();
+        assert!(
+            err.contains("port"),
+            "error should name the offending field: {err}"
+        );
+    }
+}

client-core/src/lib.rs

@@ -1,11 +1,13 @@
 //! The app's pure logic, shared between the server and any Rust client --
-//! see `CLIENT_CORE.md` at the repo root for what lives here and what does
+//! see `docs/CLIENT_CORE.md` for what lives here and what does
 //! not yet.
 
 pub mod ansi;
 pub mod api;
+pub mod config;
 pub mod event_stream;
 pub mod highlight;
+pub mod notifications;
 pub mod sse;
 pub mod transcript_cache;
 pub mod transcript_fold;

client-core/src/notifications.rs

@@ -0,0 +1,162 @@
+//! `GET /notifications`, the attention stream PLAN.md's "Notifications: two
+//! places, never both" describes. Ported from the parsing half of
+//! `app/.../Notifications.kt`'s `NotificationService` -- the framing
+//! ([`crate::sse`]) and the wire shape ([`SessionNotification`],
+//! [`NotificationKind`], mirroring `server/src/session/mod.rs`'s
+//! `Notification`/`NotificationKind`).
+//!
+//! What is deliberately **not** here, because it is a decision rather than
+//! logic: whether a given notification is shown at all (the session on
+//! screen gets nothing), handed to the app as a banner, or posted to the
+//! platform's own notification drawer. That three-way choice reads
+//! process-wide state (what screen is open, whether the app is in front)
+//! that has no meaning to a pure crate with no UI and no Android in it --
+//! see `android-shell` for where it lives for this port.
+
+use std::io::{BufRead, BufReader};
+
+use serde::Deserialize;
+
+use crate::api::{ApiError, Transport};
+use crate::sse::SseReader;
+
+/// One frame of `GET /notifications`, matching `server/src/session/mod.rs`'s
+/// `Notification` field for field.
+#[derive(Debug, Clone, PartialEq, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub struct SessionNotification {
+    pub session_id: String,
+    pub title: String,
+    pub kind: NotificationKind,
+    /// Epoch seconds, so a phone that was asleep can say how long ago.
+    pub at: f64,
+}
+
+/// Mirrors `server/src/session/mod.rs`'s `NotificationKind` -- serialized
+/// the same way, so this deserializes the wire's `"awaitingInput"` /
+/// `"finished"` directly rather than through a string match.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub enum NotificationKind {
+    AwaitingInput,
+    Finished,
+}
+
+impl NotificationKind {
+    /// What a notification asks of the reader, in the words they see --
+    /// ported verbatim from `Notifications.kt`'s `attentionLine`. One
+    /// function because the same fact is shown in two places (the
+    /// platform's drawer and the app's own banner) and two mappings of one
+    /// word drift.
+    pub fn attention_line(self) -> &'static str {
+        match self {
+            NotificationKind::AwaitingInput => "Waiting for you",
+            NotificationKind::Finished => "Finished",
+        }
+    }
+}
+
+/// Follows `/notifications`, calling `on_notification` for each frame until
+/// the connection drops or the callback asks to stop (by returning
+/// `false`). Reconnecting is the caller's job -- mirroring
+/// `NotificationService.follow`'s retry loop, which is a platform policy
+/// (how long to wait, whether to give up) rather than parsing logic.
+pub fn follow_notifications(
+    transport: &dyn Transport,
+    mut on_notification: impl FnMut(SessionNotification) -> bool,
+) -> Result<(), ApiError> {
+    let body = transport.stream("/notifications")?;
+    let mut lines = BufReader::new(body).lines();
+    let mut reader = SseReader::new();
+    while let Some(line) = lines.next().transpose().map_err(|e| ApiError {
+        message: format!("Can't reach the server -- retrying. ({e})"),
+        status: None,
+    })? {
+        let Some(frame) = reader.feed_line(&line) else {
+            continue;
+        };
+        if frame.data.is_empty() {
+            continue;
+        }
+        let notification: SessionNotification =
+            serde_json::from_str(&frame.data).map_err(|e| ApiError {
+                message: format!("The server sent a notification this build couldn't parse: {e}"),
+                status: None,
+            })?;
+        if !on_notification(notification) {
+            return Ok(());
+        }
+    }
+    Ok(())
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::api::{Body, RawResponse};
+    use std::io::Cursor;
+
+    struct FixtureTransport {
+        body: &'static str,
+    }
+
+    impl Transport for FixtureTransport {
+        fn request(
+            &self,
+            _method: &str,
+            _path: &str,
+            _body: Option<Body>,
+        ) -> Result<RawResponse, ApiError> {
+            unimplemented!("this fixture only serves a stream")
+        }
+
+        fn stream(&self, _path: &str) -> Result<Box<dyn std::io::Read + Send>, ApiError> {
+            Ok(Box::new(Cursor::new(self.body.as_bytes().to_vec())))
+        }
+    }
+
+    #[test]
+    fn a_notification_frame_parses_both_kinds() {
+        let transport = FixtureTransport {
+            body: "data:{\"sessionId\":\"s1\",\"title\":\"fix the bug\",\"kind\":\"awaitingInput\",\"at\":1.0}\n\n\
+                   data:{\"sessionId\":\"s2\",\"title\":\"add tests\",\"kind\":\"finished\",\"at\":2.0}\n\n",
+        };
+        let mut seen = Vec::new();
+        follow_notifications(&transport, |n| {
+            seen.push((n.session_id, n.kind));
+            true
+        })
+        .unwrap();
+        assert_eq!(
+            seen,
+            vec![
+                ("s1".to_string(), NotificationKind::AwaitingInput),
+                ("s2".to_string(), NotificationKind::Finished),
+            ]
+        );
+    }
+
+    #[test]
+    fn the_caller_can_stop_early() {
+        let transport = FixtureTransport {
+            body: "data:{\"sessionId\":\"s1\",\"title\":\"a\",\"kind\":\"finished\",\"at\":1.0}\n\n\
+                   data:{\"sessionId\":\"s2\",\"title\":\"b\",\"kind\":\"finished\",\"at\":2.0}\n\n",
+        };
+        let mut count = 0;
+        follow_notifications(&transport, |_| {
+            count += 1;
+            count < 1
+        })
+        .unwrap();
+        assert_eq!(count, 1);
+    }
+
+    #[test]
+    fn attention_line_matches_the_kotlin_original() {
+        assert_eq!(
+            NotificationKind::AwaitingInput.attention_line(),
+            "Waiting for you"
+        );
+        assert_eq!(NotificationKind::Finished.attention_line(), "Finished");
+    }
+}

client-core/src/transcript_cache.rs

@@ -1,7 +1,7 @@
 //! This phone's copy of the transcripts it has already been sent, so
 //! reopening a session does not download it again. Ported from
-//! `app/.../TranscriptCache.kt`; see `TRANSCRIPT_CACHE.md` at the repo root
-//! for the design and `CLIENT_CORE.md` for how this file corresponds to it.
+//! `app/.../TranscriptCache.kt`; see `docs/TRANSCRIPT_CACHE.md`
+//! for the design and `docs/CLIENT_CORE.md` for how this file corresponds to it.
 //!
 //! What is stored is the server's own JSON for one event per line, in
 //! transcript order. Reading the cache means running the same [`seq_of`]

client-core/src/transcript_fold.rs

@@ -112,6 +112,13 @@ pub enum TranscriptItem {
     ClearedNote {
         seq: u64,
     },
+    /// The account's usage limit stopped the turn; `resets_at` is epoch
+    /// seconds when the dialect said when it lifts (`LimitNote` in
+    /// `TranscriptItems.kt`).
+    LimitNote {
+        seq: u64,
+        resets_at: Option<f64>,
+    },
     CompactedNote {
         seq: u64,
         pre_tokens: Option<u64>,
@@ -131,6 +138,7 @@ impl TranscriptItem {
             | Self::CommandRow { seq, .. }
             | Self::Note { seq, .. }
             | Self::ClearedNote { seq }
+            | Self::LimitNote { seq, .. }
             | Self::CompactedNote { seq, .. } => *seq,
             Self::QuestionCard(card) => card.seq,
         }
@@ -525,6 +533,14 @@ pub fn fold_event(items: &[TranscriptItem], entry: &SeqEvent) -> Vec<TranscriptI
             items.push(TranscriptItem::ClearedNote { seq });
             items
         }
+        Event::LimitReached { resets_at } => {
+            let mut items = items.to_vec();
+            items.push(TranscriptItem::LimitNote {
+                seq,
+                resets_at: *resets_at,
+            });
+            items
+        }
         Event::Compacted {
             pre_tokens,
             post_tokens,
@@ -606,6 +622,37 @@ pub fn group_tool_runs(items: &[TranscriptItem]) -> Vec<TranscriptRow> {
     rows
 }
 
+/// Folds a page of raw transcript lines (`ApiClient::fetch_transcript_page`'s
+/// `Vec<Value>`) into the flat item list this module works over. A line
+/// this build can't parse fails the whole page rather than being skipped --
+/// CODE_RULES's "an enumeration must be able to say 'it broke'" -- since
+/// silently dropping one event could hide, say, a user message that then
+/// looks like it was never sent. Moved here from `desktop-app`'s `app.rs`
+/// (RUST.md's E4) when the Android transcript client (I5) needed the same
+/// fold: "write the logic once" applies to any caller embedding
+/// `transcript-ui` against a live server, not just the first one.
+pub fn fold_page(values: &[serde_json::Value]) -> Result<Vec<TranscriptItem>, String> {
+    let mut items = Vec::new();
+    for value in values {
+        let event: SeqEvent = serde_json::from_value(value.clone()).map_err(|e| {
+            format!("the server sent a transcript line this build couldn't parse: {e}")
+        })?;
+        items = fold_event(&items, &event);
+    }
+    Ok(items)
+}
+
+/// The wire `seq` a raw transcript line carries -- the live-stream resume
+/// cursor after loading a page must be this, not a folded item's `seq()`.
+/// A folded `AssistantMsg` keeps the seq of the *first* delta it
+/// accumulated (`fold_event`'s own doc), so resuming from that seq would
+/// re-deliver every delta already folded into it, duplicating the tail of
+/// a reply that was mid-stream when the page was fetched -- found via a
+/// real screenshot in E4 (RUST.md), where the assistant's line doubled.
+pub fn raw_seq(value: &serde_json::Value) -> Option<u64> {
+    value.get("seq")?.as_u64()
+}
+
 #[cfg(test)]
 mod tests {
     use super::*;
@@ -824,4 +871,88 @@ mod tests {
             other => panic!("expected a QuestionCard, got {other:?}"),
         }
     }
+
+    fn line(seq: u64, json: serde_json::Value) -> serde_json::Value {
+        let mut obj = json;
+        obj["seq"] = serde_json::json!(seq);
+        obj["ts"] = serde_json::json!(1.0);
+        obj
+    }
+
+    /// The regression for a bug a real `run-headless.sh` screenshot found
+    /// in `desktop-app` (E4, RUST.md): resuming the live stream from the
+    /// last *item's* seq re-delivers the deltas already folded into a
+    /// still-open assistant message, doubling its tail. `raw_seq` of the
+    /// last wire line must be the true high-water mark instead, which for a
+    /// run of deltas is higher than every item's own `seq()`.
+    #[test]
+    fn the_resume_cursor_is_the_last_wire_seq_not_the_last_items_seq() {
+        let values = vec![
+            line(1, serde_json::json!({"type": "userMessage", "text": "hi"})),
+            line(
+                2,
+                serde_json::json!({"type": "assistantText", "delta": "a"}),
+            ),
+            line(
+                3,
+                serde_json::json!({"type": "assistantText", "delta": "b"}),
+            ),
+            line(
+                4,
+                serde_json::json!({"type": "assistantText", "delta": "c"}),
+            ),
+        ];
+        let after = raw_seq(values.last().unwrap()).unwrap();
+        assert_eq!(after, 4);
+
+        let items = fold_page(&values).unwrap();
+        let assistant_seq = items
+            .iter()
+            .find(|i| matches!(i, TranscriptItem::AssistantMsg { .. }))
+            .unwrap()
+            .seq();
+        assert_eq!(assistant_seq, 2);
+        assert_ne!(
+            after, assistant_seq,
+            "the fixed bug: these must differ here"
+        );
+    }
+
+    #[test]
+    fn a_page_folds_into_one_settled_assistant_message() {
+        let values = vec![
+            line(1, serde_json::json!({"type": "userMessage", "text": "hi"})),
+            line(
+                2,
+                serde_json::json!({"type": "assistantText", "delta": "hel"}),
+            ),
+            line(
+                3,
+                serde_json::json!({"type": "assistantText", "delta": "lo"}),
+            ),
+        ];
+        let items = fold_page(&values).unwrap();
+        assert_eq!(
+            items,
+            vec![
+                TranscriptItem::UserMsg {
+                    seq: 1,
+                    text: "hi".to_string(),
+                    attachments: Vec::new(),
+                },
+                TranscriptItem::AssistantMsg {
+                    seq: 2,
+                    text: "hello".to_string(),
+                    settled: false,
+                },
+            ]
+        );
+    }
+
+    #[test]
+    fn an_unparseable_line_fails_the_whole_page() {
+        let values = vec![serde_json::json!({"seq": 1, "ts": 1.0, "type": "not-a-real-type"})];
+        let err = fold_page(&values).unwrap_err();
+        assert!(err.contains("couldn't parse"));
+    }
 }

docs/CLIENT_CORE.md

@@ -26,6 +26,7 @@ next (a Masonry or iris transcript screen, most likely).
 | `api.rs`                                  | `Api.kt`                                  | Partial -- see below |
 | `event_stream.rs`                         | `EventStream.kt`                          | Done |
 | `transcript_fold.rs`                      | `TranscriptItems.kt`, `ToolRows.kt`       | Partial -- see below |
+| `config.rs`                                | `ServerConfig.kt`'s `handleEnrollment`   | New, desktop-only so far -- see below |
 | *(not started)*                           | `TranscriptSource.kt`                     | Not started |
 | *(not ported, and may never be)*          | `TranscriptUnits.kt`                      | Out of scope -- see below |
 
@@ -103,6 +104,21 @@ deciding how `event_model` itself represents "a shape I don't recognise"
 -- a shared-model decision affecting `server/` too, not a `client-core`-only
 fix, so it is recorded here rather than silently worked around.
 
+## `config.rs`: `EnrolledServer`
+
+`EnrolledServer` (host, port, bearer token) plus `parse_link`, which reads
+the exact `aiapp://enroll?host=H&port=P&token=T` deep link
+`wg-app-link`'s `enroll` mints and `ServerConfig.kt`'s `handleEnrollment`
+parses on the phone -- so any Rust client enrols from the same text a
+phone would scan as a QR, with no second format invented for it (RUST.md's
+E4, DECISIONS.md 2026-09-05). Deliberately does not decide where it is
+persisted or under what file permissions -- a phone seals its token in the
+Android Keystore, `iris/desktop-app/src/config.rs` writes it to
+`$XDG_CONFIG_HOME/ai-app-desktop/enrollment.json` at 0600 -- since that is
+caller-specific (the code rules' "ask for the least you need"). Its only
+caller today is `desktop-app`; a future Android build of this crate would
+be a second one, not a reason to move the type.
+
 ## What is not started at all
 
 - **`TranscriptSource.kt`** -- the layer that decides whether a page comes

docs/DECISIONS.md

@@ -0,0 +1,293 @@
+# Decisions taken for Iris to review
+
+Short list of design choices made by the design agent without asking, so
+they can be judged and reversed later. Detail lives in RUST.md (and IRIS.md
+for iris API changes); this file is only the summary. Newest first. Items
+marked **DEFERRED** are ones the agent chose not to decide alone.
+
+## 2026-09-05
+
+- **iris no longer asks every device for compute-shader limits it never
+  uses.** `adapter.request_device` (both `iris/src/android/render.rs` and
+  `iris/src/default/render.rs`) used `Limits::default()` plus an override
+  for `max_buffer_size`, and `Limits::default()` unconditionally requests
+  desktop-tier compute limits (`max_compute_workgroups_per_dimension:
+  65535`, per `wgpu_types`) even though nothing in `iris`/`iris-core`
+  creates a `ComputePipeline` or writes a `@compute` shader stage —
+  confirmed by grepping the whole tree, not assumed. That crashed
+  `request_device` outright on the Android emulator's software GL path
+  (`EMU_GPU=software`, `--features force-gles`): SwiftShader's GL reports
+  itself as OpenGL ES 3.0, which has no compute shaders at all, so the
+  adapter's real limit is 0 against the unconditional request for 65535 —
+  `RUST.md`'s "Software mode ... crashes for a third, different reason,"
+  2026-09-05, earlier today. The same would happen on any real
+  GLES-3.0-only Android device, not just the emulator. Fixed by a new
+  `iris_core::device_limits()` (`iris/core/src/render/mod.rs`), shared by
+  both platform backends so the two requests cannot drift, that zeros the
+  six `max_compute_*` fields explicitly rather than switching to a
+  downlevel `Limits` preset — `Limits::downlevel_webgl2_defaults()` was
+  considered and rejected: it also zeros
+  `max_storage_buffers_per_shader_stage`, and `shader.wgsl`'s vertex stage
+  reads four `var<storage>` buffers (rects, glyphs, masks, move_offsets),
+  so that preset would trade the compute crash for a bind-group-layout
+  one on the same downlevel hardware this is meant to support. No
+  capability check or fallback path was needed since nothing is being
+  disabled — the request is simply narrowed to what the pipeline actually
+  uses. `rigs/gpu-probe`'s own mirrored limits (it is deliberately its own
+  crate, not a workspace member, so it cannot call `device_limits()`
+  directly) were updated to match, and confirm `IRIS DEVICE: ok` against
+  this VM's own Vulkan and GL adapters. **Not verified this pass**: the
+  specific SwiftShader-ES-3.0 crash this fixes, on-device — the
+  `EMU_GPU=software` cold boot this needs would have force-restarted this
+  checkout's emulator while another session was actively running its own
+  app on it (`com.example.aiapp` had window focus at the time), so it was
+  left for a pass when the emulator is free rather than disrupting that
+  session. Everything reachable without the emulator is clean: `cargo
+  fmt`/`clippy --workspace --all-targets`/`test --workspace`, `cargo ndk
+  build`/`clippy` for `iris-android-app` with `force-gles`, and
+  `gpu-probe` against this VM's own Vulkan and GL(ES 3.2, which still has
+  compute and so would not have reproduced the crash even before this
+  fix — not a substitute for the real ES-3.0 test).
+
+- **P0's Compose half is built and smoke-tested on the emulator** — the
+  `bench` build type, the shared `app/bench-fixture/` transcript, and an
+  in-process fake backend (`BenchFixture.kt`/`BenchNetwork.kt`) that
+  answers `TranscriptSource`/`EventStream` from an in-memory event log
+  instead of a real server, so the fold and paging under test are the real
+  ones. Full account, the smoke run's report, and what is deliberately
+  left (the iris half, the real on-phone runs) are in RUST.md's P0 box.
+  Not a decision to review so much as the gate itself now being runnable —
+  flagged here because it is the first half of something Iris explicitly
+  asked to see before P1.
+
+- **P0's iris half is also built and smoke-tested on the emulator,
+  2026-09-05.** A new `bench` Cargo feature on `iris-android-app`, on top
+  of `transcript-screen`: the same checked-in fixture (`include_str!`, no
+  asset pipeline needed), the same 24-swipe scroll loop animated through
+  `List::scroll` and the same 400-event/20s streaming phase through
+  `fold_event`, "Run benchmark"/"Copy report" as named accessible
+  controls, and the same three added report fields (process CPU time,
+  peak RSS, battery current) via direct JNI calls
+  (`bench_jni.rs::PlatformHandle`) since `android_view` has no
+  `BatteryManager`/`ClipboardManager` wrapper of its own. One small public
+  API addition to get there: `AndroidAppState::platform_ready` (`IRIS.md`),
+  a default-no-op lifecycle hook handing an implementor a `JavaVM` +
+  `GlobalRef` it can call Java through from any thread. Packaged with a
+  new `release` build type on `iris-android-app`'s own Gradle project
+  (there was previously only `debug`), signed with the same key
+  `app/build-apk.sh` generates. Smoke run and the full report are in
+  RUST.md's P0 box; not attempted this pass: the real on-phone runs and
+  Iris's pass/fail call, which is the actual gate.
+
+- **The intermittent touch-scroll dropout is root-caused and fixed: a
+  missed `ACTION_DOWN` hit-test, not the previously-suspected coalesced
+  first `ACTION_MOVE`.** Diagnosed by temporary logcat tracing of every
+  touch event, `DragArbiter` state transition and `Selection::drag`
+  dispatch (removed once confirmed), reproduced on this checkout's own
+  emulator against a real sandbox session. The trace showed the actual
+  mechanism: a gesture's `ACTION_DOWN` lands wherever the finger actually
+  is, which is not guaranteed to fall inside the same row-local sensor
+  region a later `ACTION_MOVE` in the same gesture lands in (a row's own
+  padding/gap, or its non-selectable sender-name header, is
+  pointer-transparent to `iris::sense::CursorSense`). When that happens,
+  the widget that ends up handling the gesture never saw `PressStart`, so
+  `DragArbiter` sits in `Idle` — which answers every subsequent frame with
+  `Undecided` and has no way to tell "no press is happening" from "a press
+  is happening but I missed its start," so it never recovers on its own
+  for the rest of that gesture. One real trace showed exactly this: touch
+  `Down`/`Move`/`Up` all delivered correctly, but zero `PressStart`
+  reaching the arbiter, `state=Idle` unchanged from first frame to last.
+  Fixed at the call site that has the context to recover
+  (`iris::transcript_ui::selection::Selection::drag`,
+  `iris/transcript-ui/src/selection.rs`): a new `DragArbiter::is_idle()`
+  (`iris/src/sense.rs`) lets it notice a `Pressing` frame arriving with the
+  arbiter still `Idle` — which can only mean a missed `PressStart`, since a
+  `Pressing` sense requires the button to genuinely be down — and start the
+  press there instead of where it was missed. Three new unit tests in
+  `sense.rs`'s `drag_arbiter_tests` and one in `transcript-ui`'s
+  `selection::tests` (the latter fails on the code before this fix).
+  Commit follows. Not the same failure the earlier pass's `DECISIONS.md`
+  DEFERRED item speculated about (a coalesced first `ACTION_MOVE` skipping
+  slop detection) — that hypothesis is now ruled out; the arbiter's own
+  slop/long-press logic was never wrong. RUST.md's I5 box,
+  "Touch-scroll dropout root-caused, 2026-09-05" has the full trace.
+- **P0, a phone benchmark gate before any porting, asked for by Iris
+  2026-09-05**: "before P1 I'd like to see benchmarks & also maybe stress
+  test on my own phone ... If it doesn't match compose reasonably well then
+  I don't think I'd wanna continue." Design (RUST.md's P0 box has the
+  detail): the same embedded synthetic fixture in both apps with no server
+  needed; the same scripted scroll loop then a streaming phase, run
+  programmatically since the phone has no usable system tracing and no
+  agent can drive it; the same report from both (frames, janky %, p50/p90/
+  p99, process CPU time, peak RSS, battery current where readable) with a
+  copy button; the iris app under its own id and the Compose one as a new
+  `bench` build type with an id suffix, so neither replaces her production
+  install; two arm64 APKs plus instructions delivered under `~/host/bench/`.
+  The gate is hers: iris within a reasonable margin of Compose release on
+  p50, p99 and CPU time, no crashes, no visible stutter. If it fails, the
+  port stops.
+- **The rest of the port is one UI crate, `iris/app-ui`, grown out of
+  `iris/transcript-ui` rather than started beside it.** It holds a
+  `Screen` enum plus a back stack — the Rust equivalent of `AppRoot.kt`'s
+  `when` — and `iris/desktop-app`/`iris/android-app` become thin entry
+  points over it. Chosen over a fresh crate because `transcript-ui`
+  already has the right generic shape (`Rsc: HasEvents` +
+  `Rsc::State: FocusHost`) and the `client-core`/`event-model` path
+  dependencies every later screen needs, so growing it in place is the
+  smaller diff. Platform-only code (notification service, share target,
+  QR scanner, Keystore token, deep-link enrolment) stays in the E3/E5
+  Java shell (`android-shell/` + `app/shellApp`) rather than moving into
+  this crate, since none of it is a screen. The Android APK is built by
+  `cargo xtask apk` (E5), merging the app-ui cdylib into the E3 shell so
+  there is one app rather than a demo shell plus a service shell.
+  `app/androidApp` (the Compose app) stays untouched and is the baseline
+  every step is measured against, until parity is reached (P7 decides
+  the switch, and is itself a load-bearing decision left to Iris). Order
+  is by risk to the daily-use path: session screen first (P1, where
+  every hard behaviour already lives), then the shell merge and a real
+  phone install (P2), then root tabs (P3), the explorer (P4),
+  settings/enrolment (P5), desktop parity (P6), and the cutover itself
+  (P7). Full plan: RUST.md's "The port, in order (decided 2026-09-05)".
+- **iris gets its own measured frame report, rather than waiting on a
+  `dumpsys`/`gfxinfo` answer that cannot see a `SurfaceView`'s GPU-drawn
+  frames.** `iris_core::FrameReport` (`iris/core/src/render/frame_report.rs`)
+  times each frame's wall clock from the same point `render()`'s redraw
+  starts to just after `queue.submit` + `present()` — the span Compose's
+  own render report and `gfxinfo` both count — into a fixed 4096-entry
+  ring (no allocation per frame; `report()` is the only place that
+  allocates, and only on a button tap). The report gives total frames,
+  janky % over the same 16.7ms budget `gfxinfo` uses, P50/P90/P99 and the
+  worst, plus a reset. Exposed the way the Compose app's copy-button
+  report already is: two named controls ("Frame report", "Reset frame
+  report") on the transcript screen, tappable by accessibility name via
+  `ui-trace`, logging under this crate's fixed `android_logger` tag
+  (`iris-android-app`) so a script can grep `"iris frame report"` the way
+  `transcript-bench.sh` greps `"ai-app render report"`. The report's own
+  `Display` line says plainly that it measures up to the `present()` call
+  returning, not GPU/compositor completion — wgpu's `present()` is not
+  fenced against either, so presenting that span as "time to reach the
+  screen" would be a measured-looking number that is actually inferred,
+  which the standing UI rule forbids.
+- **`ui-trace` gains a hold-then-drag gesture, additive, in
+  `emulator-tools`.** Neither of its two existing actions can produce
+  "hold stationary for `LONG_PRESS`, then move without lifting" — `tap`
+  has no hold and `swipe X1 Y1 X2 Y2 MS` interpolates motion across its
+  whole duration from t=0. A new action presses, waits, then moves to a
+  second point and releases as one continuous touch (raw
+  `sendevent`/`MotionEvent` injection, extending whatever mechanism the
+  existing `swipe` already uses), so `DragArbiter`'s pan-vs-select rule
+  (`iris/src/sense.rs`, already covered by 8 unit tests against a
+  synthetic clock) can finally be driven on a real device instead of only
+  in a test harness.
+- **Touch drag on a transcript row follows Android's own rule**: a vertical
+  drag pans the list immediately; a stationary press held 500 ms starts a
+  text selection which further dragging extends; a horizontal drag while
+  something is already selected extends that selection without the wait.
+  One `DragArbiter` per list decides it (`iris/src/sense.rs`). Chosen over a
+  "text layer always wins" or "list always wins" rule because either loses
+  one of the two gestures a reader expects.
+- **E4's desktop shape is a new `iris/desktop-app` crate**: a winit window
+  holding `transcript-ui`'s screen beside a session list, talking to a real
+  `ai-server` through `client-core`. It enrols by pasting the same
+  `aiapp://enroll?…` link a phone scans (`client-core::config::EnrolledServer`)
+  and keeps it owner-only under `$XDG_CONFIG_HOME/ai-app-desktop/`. The
+  pinned CA is a path given on the command line, not baked in. Chosen so
+  the phone and desktop share one enrolment format and no second one is
+  invented.
+- **I5's Android integration extends `iris-android-app` (I2's shell)
+  behind a Cargo feature (`transcript-screen`), rather than a third
+  shell crate.** That project already has the Gradle module, the
+  `IrisView`/`MainActivity` Java, and the JNI registration; the only
+  thing a second screen needs on top is a different `AndroidAppState`,
+  the same axis `tabs_ui::build`/`transcript_ui::build` already vary
+  along on the winit side. `tabs-screen`/`transcript-screen` are
+  mutually exclusive and each pulls in only its own deps, so the plain
+  tabs build (I2/I4) is untouched.
+- **Order of remaining work, updated 2026-09-05**: the two in-flight
+  pieces and I5's Android integration are all done; next is giving iris
+  its own frame-timing report so item 3 below can be decided by a number.
+- **DECIDED by Iris, 2026-09-05: iris is the app's framework; Masonry was
+  the calibration.** Her words: "I think iris definitely makes more sense
+  based on the limitations we've found." The limitations: Masonry has no
+  touch scroll on Android (E2), no per-span rich text and no cross-row
+  selection on the pinned commit (E2), and its keyboard bridge is a TODO
+  (E1); iris carries the same screen under the Compose baseline on the
+  host GPU (p50 15.0 ms against Compose's 20.0 ms, RUST.md's I5 box). What
+  follows: the E-steps are closed as calibration, and the port proceeds
+  on iris — screens, the shell (E3/E5), and `client-core` underneath.
+  The item below is kept as the record of what she decided from.
+- **Was DEFERRED — whether to commit to iris over Masonry for `ai-app`.**
+  Updated 2026-09-05 with the clean comparison the recommendation wanted:
+  same sandbox session content, same emulator, `EMU_GPU=software`, one
+  session. Headline numbers (RUST.md's I5 box, "Clean scroll comparison,
+  2026-09-05," has the full table and every caveat):
+
+  | app | build | frames | janky % | p50 | p90 | p99 | worst |
+  |---|---|---|---|---|---|---|---|
+  | Compose (in-app report) | debug | 1102 | 99.0% late | 33.8ms | 50.6ms | 79.5ms | -- |
+  | Compose (`dumpsys gfxinfo`) | debug | 1499 | 21.15% (95.66% legacy) | 32ms | 48ms | 150ms (p99) | -- |
+  | iris (`FrameReport`) | **release** | 299 | 94.65% | 79.1ms | 98.6ms | 117.8ms | 212.6ms |
+  | iris (`FrameReport`, repeat) | **release** | 233 | 94.42% | 109.3ms | 130.8ms | 147.1ms | 150.5ms |
+
+  **Not a clean apples-to-apples reading, stated plainly rather than
+  smoothed over**: iris had to be built **release** (debug `SIGSEGV`s on
+  this emulator's Vulkan loader, I4's finding) against Compose's mandated
+  **debug** build, so this asymmetry likely *understates* iris's gap
+  rather than the reverse; the three frame-time sources measure different
+  things (Compose's own phase accounting vs. Android's HWUI deadline-miss
+  definition vs. iris's redraw-start-to-present window, the last of which
+  `dumpsys gfxinfo` cannot see at all for iris's `SurfaceView`); and both
+  figures are emulator numbers under software rasterisation, which
+  Compose's *own* in-app report shows already costs 20-34ms/frame in
+  `swap`+`gpu` alone under this GPU mode, so a same-mode iris number well
+  above 16.7ms was expected going in for either app. A second pair under
+  `-gpu host` was not taken this pass. The earlier session's suspected
+  intermittent touch-delivery dropout was **not reproduced** this pass —
+  the zero-frame results this time traced to this pass's own script bug
+  (a `cd` that changed which emulator `ui-trace` targeted), not the
+  emulator; a CPU-load rise during the gesture was observed by a sampler
+  running throughout, but did not correlate with any failure, so the
+  original candidate is neither confirmed nor ruled out.
+  The choice in front of Iris, updated: decide now on the
+  structural-plus-functional case already made (iris works end-to-end
+  where Masonry's scroll gesture doesn't exist at all on Android) plus
+  this table — reading the two build profiles and three jank definitions
+  with the caveats above rather than as a single number — or ask for a
+  same-profile, same-GPU-mode rerun first. RUST.md's I5 box has the full
+  account.
+
+  **Updated 2026-09-05, the `-gpu host` pair taken.** Real GPU rendering
+  (`force-gles` -- the default Vulkan backend has no adapter at all under
+  plain host-GPU boot, confirmed by the exact `wgpu` error) reverses the
+  software-mode shape:
+
+  | app | build | GPU mode | frames | janky % | p50 | p90 | p99 | worst | cpu p50 | gpu-wait p50 |
+  |---|---|---|---|---|---|---|---|---|---|---|
+  | Compose (in-app report) | debug | host (virgl) | 1268 | 96.4% late | 20.0ms | 28.4ms | 37.7ms | -- | -- | -- |
+  | iris (`FrameReport`), **best of three, 2026-09-05** | release, `force-gles` | host (virgl) | 439 | 46.24% | 15.7ms | 23.3ms | 31.2ms | 57.4ms | 1.2ms | 13.2ms |
+
+  Under real GPU rendering iris's median frame is *faster* than
+  Compose's, not the 2-3x-slower shape the software-mode table shows. A
+  new split inside `FrameReport` (redraw-to-submit vs. submit-to-present,
+  commit `e2a1fad`) says why: iris's own CPU work per frame is a median
+  ~1ms -- almost the entire frame is time spent handing the frame to the
+  driver, not in iris's layout/text/primitive code. This is consistent
+  with the earlier software-mode gap being mostly SwiftShader's CPU
+  rasterisation cost rather than an iris-specific slowness. **Still not
+  proof, and now closed as unanswerable rather than merely untaken**: a
+  same-mode software `force-gles` run to isolate the backend was retried
+  2026-09-05 after fixing the compute-limit crash the first attempt hit,
+  and hit a second, structural wall instead — SwiftShader's ES 3.0 GL
+  path has no storage-buffer capacity at all, and `shader.wgsl` reads
+  `var<storage>` buffers unconditionally, so reaching that path needs a
+  shader rewrite, not a limits fix (RUST.md's I5 box, "The three
+  remaining I5 verifications, closed 2026-09-05," item 2). The
+  intermittent touch-scroll dropout this pass also reproduced is
+  root-caused and fixed as of the same date (a missed `ACTION_DOWN` on a
+  row's padding/header left `DragArbiter` stuck in `Idle`); three clean
+  `iris-scroll.sh` runs post-fix each scrolled all 24/24 swipes, replacing
+  the single-attempt 62-frame reading this table used to carry. RUST.md's
+  I5 box, "Where iris's frame time goes, 2026-09-05, the `-gpu host`
+  pass," and "The three remaining I5 verifications, closed 2026-09-05,"
+  have the full account. The iris-vs-Masonry choice itself is still
+  Iris's to make.

docs/IRIS.md

@@ -0,0 +1,682 @@
+# iris: notable public API changes
+
+For Iris to read on her own time. Each entry is a change to iris's public
+surface that a widget author or app author would notice: a trait method
+added, removed or re-shaped; a type that callers construct differently; a
+capability that moved. Small and trivial changes do not go here.
+
+An entry gives the date, what changed, why, and a short before/after where
+it helps judge the change without the session that made it. Newest first.
+
+## 2026-09-06: `List::anchor_position_display`, `FrameReport::mark_phase`/`phase_stats`/`late_at_hz` (RUST.md's "Benchmark v2")
+
+`List` gained `anchor_position_display(&self) -> String`, reporting the
+anchor's own row index and pixel offset (`idx=N/off=Mpx`, or
+`idx=more-before`/`idx=more-after`/`idx=none`) -- what a scripted
+benchmark reads to report fling travel. Note the anchor does not
+necessarily change *slot* over a long scroll (this widget's own documented
+design: the anchor is a stable identity, not re-derived from what's on
+screen each frame), so this is not the same measurement as a Compose
+`LazyListState.firstVisibleItemIndex`, which does track the true topmost
+visible row -- the `off` half is what actually reflects how far a fling
+travelled.
+
+`iris_core::render::frame_report::FrameReport` gained three methods for
+per-phase benchmark reporting: `mark_phase(name)` records a named phase
+boundary at the current frame/instant; `phase_stats(now, refresh_hz)`
+returns one `PhaseStats` (frames, wall duration, late count/percent,
+p50/p90/p99, worst) per marked phase, sliced from the existing ring by a
+new parallel `index_ring`; `late_at_hz(refresh_hz)` gives the whole run's
+late count/percent judged against an arbitrary refresh rate rather than
+the fixed 60Hz `JANK_THRESHOLD` every existing caller still uses (a
+separate method, not a parameter on `report()`, so nothing else changes
+behaviour). `RING_CAPACITY` grew 4096->16384 to hold a full multi-phase
+run without evicting earlier phases' samples.
+
+## 2026-09-06: `List::fling`, `VelocityTracker`, `FlingCalculator` (IRIS_TODO.md's "swiping has no momentum")
+
+`iris::widget::List` gained a real fling: `fling(velocity_px_per_s)` starts
+one (cancelled by the next touch-down via `cancel_fling`, or automatically
+once it settles or reaches loaded content's start/end), `is_scrolling()`
+reports whether one is running, and `tick_fling(now: Instant) -> bool`
+advances it and returns whether it is still going -- a caller that owns a
+`RequestRedraw` handle can hand it to the list once via the new
+`set_redraw_handle`, after which `List` re-arms its own next frame while
+flinging with no further polling needed; a caller driving a scripted
+benchmark instead calls `tick_fling` itself in a loop, same as it already
+drives `scroll`.
+
+The physics is `iris::sense::FlingCalculator` + `VelocityTracker`
+(`sense.rs`, beside `DragArbiter`): a port of AOSP `SplineOverScroller`'s
+deceleration curve (the same one Compose's own `ScrollableDefaults.
+flingBehavior()` uses), cited at the definition, so a fling here travels
+the same distance a Compose `LazyColumn` would for the same initial
+velocity. `VelocityTracker` estimates that velocity from the drag's last
+~100ms of samples rather than one frame's last delta. Unit-tested:
+velocity from known samples, fling distance/duration against the closed-
+form spline result (within 1%), cancel-on-touch, and the start/end clamp
+(a fling stops rather than scrolling into content that was never loaded).
+
+Before: a touch-drag panned exactly as far as the finger moved and stopped
+dead on release. After: releasing mid-drag continues scrolling and
+decelerates, matching the muscle memory every other Android scroll view
+already trained. `transcript_ui::selection::Selection::drag` wires this in
+-- a release only flings if the gesture had committed to panning
+(`DragArbiter::is_panning`, new), never a selection or an undecided tap.
+
+## 2026-09-06: `UiRenderNode::new` returns `Result`, not `Self` (RUST.md's P0 box, phone-crash fix)
+
+`iris_core::UiRenderNode::new(device, queue, config)` now returns
+`Result<Self, String>` instead of `Self`. Why: it used to let a bind-group-
+layout validation failure reach wgpu's default error handler, which panics
+with no way for a caller to intervene -- exactly what aborted the P0 bench
+APK on Iris's phone with the crash report truncated to "wgpu error:
+Validation Error" and nothing else recoverable. It now runs its creation
+calls inside wgpu error scopes and returns the full error text (wgpu's own
+"Caused by" chain) as `Err` instead.
+
+Both callers changed to match: `android::render::AndroidRenderer::new`
+itself now returns `Result<Self, String>` too, building a fuller report
+(adapter identity, the limits/downlevel flags a layout validates against,
+then wgpu's text) on failure -- its caller,
+`android::view::IrisViewPeer::surface_changed`, logs that report as one
+logcat line and shows it on screen (a new `IrisView.showRendererError`,
+called via an ordinary JNI method call rather than a new `native fn`)
+instead of letting the process abort. `default::render::UiRenderer::new`
+(the winit/desktop backend) still panics on failure -- there is no
+on-screen fallback there -- but the panic message is now the same full
+text rather than whatever wgpu's own handler would have printed.
+
+No change for an app that never constructs a `UiRenderNode` directly (every
+current one goes through `AndroidRenderer`/`UiRenderer`), but anyone who
+does needs an `?`/`.expect()`/`match` at the call site now. Full audit and
+the named hypothesis for what actually failed on the phone are in
+RUST.md's P0 box, "iris bench crash on the phone, 2026-09-06."
+
+## 2026-09-05: `AndroidAppState::platform_ready` (RUST.md's P0 box, iris half)
+
+Added a second, optional lifecycle method to `iris::android::AndroidAppState`
+(`iris/src/android/view.rs`), called once from `new_peer` right after `new`:
+
+```rust
+fn platform_ready(&mut self, rsc: &mut AndroidRsc<Self>, vm: JavaVM, view: GlobalRef) {}
+```
+
+Default does nothing, so every existing implementor (`Client`,
+`TranscriptClient`) is unaffected. It exists for a caller that needs to call
+into Java itself beyond what a `RequestRedraw` handle already covers --
+P0's bench build (`iris-android-app`'s new `bench` feature,
+`bench_client.rs`/`bench_jni.rs`) uses it to hold a `JavaVM` + `GlobalRef`
+to the view so its "Copy report" control and once-a-second battery sampler
+can call `BatteryManager`/`ClipboardManager` through the view's own
+`Context`, from a background tokio task as well as the UI thread. `new`
+itself was not extended with these two parameters: most implementors need
+nothing here, and `new`'s job is building the widget tree, not holding a
+platform handle. `vm`/`view` are independent handles from the ones
+`new_peer` keeps for its own `RequestRedraw` (a fresh `get_java_vm`/
+`new_global_ref` each), so storing them has no effect on that mechanism.
+
+## 2026-09-05 (later still): `iris_core::device_limits()`, and iris no longer requests compute-shader limits
+
+New public function, `iris_core::device_limits() -> wgpu::Limits`. Why:
+`adapter.request_device`'s `required_limits` was `Limits::default()` plus
+a `max_buffer_size` override in both platform backends, and
+`Limits::default()` requests desktop-tier compute-shader limits
+unconditionally (`max_compute_workgroups_per_dimension: 65535`) even
+though nothing in `iris`/`iris-core` uses a `ComputePipeline` — that
+crashed device creation outright on a downlevel GL adapter reporting
+OpenGL ES 3.0 (no compute shaders at all: the Android emulator's
+`EMU_GPU=software` path, and any real GLES-3.0-only Android device).
+`device_limits()` is what both `android::render::AndroidRenderer::new`
+and `default::render::UiRenderer::new` now build their `required_limits`
+from, so the request cannot drift between the two backends.
+
+Before: `Limits { max_buffer_size: 1 << 30, ..Default::default() }`
+inlined in each backend. After: `iris_core::device_limits()`, which is
+the same thing with the six `max_compute_*` fields additionally zeroed.
+A caller building its own `DeviceDescriptor` outside these two backends
+(there are none today, but a third platform backend would want this)
+should call `device_limits()` rather than reaching for
+`Limits::default()` directly, unless it genuinely adds a compute pass —
+in which case it wants the specific compute limits that pass needs, not
+the desktop-tier default for everything.
+
+## 2026-09-05 (later the same day): `iris_core::FrameReport` (RUST.md's I5 box)
+
+New public type, `iris_core::FrameReport` (re-exported from `iris_core`'s
+`render` module alongside `FrameStats` and `JANK_THRESHOLD`). Why: `dumpsys
+gfxinfo` cannot see a `SurfaceView`'s own GPU-drawn frames at all, so a
+`wgpu`-rendered iris screen had no way to ask "was this smooth" the way
+Compose's own in-app render report already can -- item 3 of RUST.md's
+recommendation was stuck on a one-sided number for exactly this reason.
+
+`FrameReport::record(elapsed: Duration)` is called once per frame (wired
+into `android/view.rs`'s `render()`, wrapping the same span from redraw
+start to after `queue.submit`+`present()` that Compose's report and
+`gfxinfo` both count) and writes into a fixed 4096-entry ring -- no
+allocation on the hot path. `FrameReport::report() -> Option<FrameStats>`
+gives total frames, janky % (over `JANK_THRESHOLD`, the same 16.7ms 60Hz
+budget `gfxinfo` uses), P50/P90/P99 and the worst; `None` if nothing has
+been recorded since the last `reset()`, not a zeroed report that would
+read as a real measurement. `FrameStats`'s `Display` line says plainly
+that it measures up to `present()` being called, not GPU/compositor
+completion, since wgpu's `present()` isn't fenced against either.
+
+`AndroidUiState` gained a `pub frame_report: FrameReport` field --
+anything with `HasAndroidUiState` can now read or reset it. Before this,
+there was no way to ask iris's own render path how long a frame took at
+all, on any backend.
+
+Before/after, for a caller that already has `ui_state: &AndroidUiState`:
+
+```rust
+// before: no such question could be asked
+// after:
+match ui_state.frame_report.report() {
+    Some(stats) => log::info!("iris frame report: {stats}"),
+    None => log::info!("iris frame report: no frames recorded yet"),
+}
+ui_state.frame_report.reset(); // via android_state_mut()
+```
+
+`iris-android-app`'s transcript screen exposes this as two named,
+tappable controls ("Frame report", "Reset frame report") rather than
+requiring a caller to wire its own UI -- see `transcript_client.rs`'s
+`frame_report_controls`.
+
+## 2026-09-05: `Tasks::redraw_handle` (RUST.md's I5 Android integration)
+
+New public method on `iris::task::Tasks`, `redraw_handle(&self) ->
+Arc<dyn RequestRedraw>`. Why: a caller running its own long-lived loop
+*inside* one spawned task (a live SSE follow, the Android transcript
+client's `select_session`) has no other way to ask for a frame after each
+`TaskCtx::update` -- `Tasks::spawn`'s own wrapper only requests one, after
+the whole async closure finishes, which fits a single request-then-update
+but not a stream that needs to be seen redrawing after *each* event. This
+is the same gap `iris/desktop-app`'s module doc names for why it uses
+winit's `Proxy<AppEvent>` instead of `Tasks` -- android-view has no
+`Proxy`, so this is what closes it there.
+
+**A real bug this uncovered, not a hypothetical**: calling the returned
+handle's `request_redraw()` from the background thread crashed the process
+(`SIGABRT`, `Result::unwrap() on an Err value: JavaException`) the first
+time an Android transcript fetch called it a second time. `android/render.rs`'s
+`AndroidRedrawHandle` was already attaching the calling thread to the JVM
+correctly, but its `request_redraw` called `View::post_frame_callback`,
+whose Java side calls `Choreographer.getInstance()` -- which throws unless
+the *calling* thread already has a `Looper`, and a tokio worker thread,
+even freshly JNI-attached, has none. Fixed by routing through
+`View::post_delayed(0)` instead (Android's own thread-safe "queue work onto
+this View's UI thread" primitive, needing no caller-side `Looper`), landing
+on a new `IrisViewPeer::delayed_callback` override that drains tasks and
+renders -- same body as `do_frame`, on the UI thread where
+`post_frame_callback` is safe again. Any future caller of `redraw_handle()`
+from a background thread gets this for free; nothing about the fix is
+specific to the transcript screen.
+
+## 2026-09-05: `transcript_ui::build_tree` (RUST.md's E4)
+
+`transcript_ui::build` claimed the whole window (`ui_state.set_root(tree)`)
+as its last step, which is right for a window that *is* the transcript
+screen (the winit example, an eventual Android cdylib) and wrong for the
+desktop app, which puts a session list beside it. `build_tree` is `build`
+minus that last step: it returns `(TranscriptScreen, StrongWidget)` instead
+of just `TranscriptScreen`, and the caller decides where the tree goes —
+into `ui_state.set_root`, or into a `WidgetPtr` alongside something else
+(`iris/desktop-app`'s `rebuild_transcript`). `build` is now one line calling
+`build_tree` and doing the `set_root` itself, so existing callers are
+unaffected.
+
+```rust
+// before, and still available, for a caller that wants to *be* the window:
+let screen = transcript_ui::build(rsc, &mut ui_state, rows);
+
+// new, for a caller embedding the screen beside something else:
+let (screen, tree) = transcript_ui::build_tree(rsc, rows);
+some_widget_ptr(rsc).set(tree);
+```
+
+
+## 2026-09-05: `DragArbiter`, pan-vs-select for one shared touch gesture (RUST.md's I5)
+
+New public type, `iris::sense::DragArbiter`. Why: a widget author who
+registers both a list-level pan and a row-level drag-to-select on the same
+touch gesture has no way to arbitrate between them — `core/src/sense.rs`'s
+`run_sensors` always gives the innermost layer first refusal, so the inner
+one wins every frame it is pressed, not just the frame the press started
+(this is exactly what left transcript-ui's touch-drag panning unreachable
+until now). `DragArbiter` is one small state machine, one instance per
+gesture surface (a whole list, not per row), that a caller drives with its
+own `press_start`/`update`/`release` calls and a caller-supplied `Instant`
+(so it is unit-testable without a real clock or a render harness). It
+decides the way Android itself does: an ordinary vertical drag pans
+immediately; a stationary press held `LONG_PRESS` (500ms) starts a
+selection, which any further drag then extends; a horizontal drag while
+something is already selected extends it immediately, skipping the wait.
+
+```rust
+// One per list, held alongside whatever state coordinates the rows:
+let mut arbiter = DragArbiter::new();
+
+// On press-down:
+arbiter.press_start(pos, Instant::now(), already_selected);
+// Every frame the button/finger stays down:
+match arbiter.update(pos, Instant::now()) {
+    DragOutcome::Pan(dy) => list.scroll(-dy),
+    DragOutcome::SelectStart => selection.begin(...),
+    DragOutcome::SelectExtend => selection.extend(...),
+    DragOutcome::Undecided => {}
+}
+// On release:
+arbiter.release();
+```
+
+`transcript-ui`'s `Selection::drag` (`transcript-ui/src/selection.rs`) is
+the reference caller: every row's `CursorSense::click_or_drag() |
+CursorSense::unclick()` handler routes through one `Selection`-owned
+arbiter instead of calling `begin`/`extend` directly, so a drag that starts
+on a row's own rendered text now pans the list correctly instead of
+always starting a selection. 8 new unit tests in `iris/src/sense.rs`'s
+`drag_arbiter_tests` module.
+
+### 2026-09-05, later: `DragArbiter::is_idle()`, recovering a missed `press_start`
+
+Follow-up to the above, from a real touch-scroll dropout: a gesture's
+`ACTION_DOWN` can land on a caller's own dead space (a row's padding, a
+gap, a header with no handler) that never calls `press_start`, so the
+first frame the arbiter actually sees is a `Pressing`-shaped `update`
+with no matching start. Before this, `update`'s `Idle` arm had no way to
+tell that apart from "nothing is happening" and answered `Undecided`
+forever for the rest of that gesture. `is_idle(&self) -> bool` lets a
+caller notice the gap and recover: if `is_idle()` is true on a frame the
+caller knows a press is genuinely down (its own `Pressing`/equivalent
+sense fired), call `press_start` right there instead of assuming one
+already happened. `transcript-ui`'s `Selection::drag` is the reference
+caller — one new match arm, checked before the ordinary `update`-only
+case. Any other `DragArbiter` caller with the same "one sensor per
+sub-region, no fallback for dead space" shape has the same gap and wants
+the same recovery.
+
+## 2026-09-05: `SpanStyle`, per-range text styling (RUST.md's I5)
+
+A `TextBuffer` used to have exactly one style (`TextAttrs`: colour, size,
+family, ...) for its whole string, applied via `push_default` into parley's
+ranged builder. `SpanStyle` is a second, optional layer: a byte range plus
+whichever of colour/family/font size/bold/italic/underline it overrides,
+pushed with parley's own `push(property, range)` instead. Why: a transcript
+row's markdown (a heading, **bold**, `inline code`, a link) all inside one
+wrapped paragraph needs each to carry its own look while the paragraph
+still wraps and selects as a single buffer — the thing `masonry`'s
+`TextArea` cannot do (`StyleSet` is one style for the whole editor,
+`text_area.rs:43-44`'s `// TODO: RichTextInput`), and the reason this
+existed at all.
+
+```rust
+let (text, spans) = transcript_ui::markdown::render_markdown(src, 16.0);
+wtext(text)
+    .spans(spans)   // new: TextBuilder::spans, on both Text and TextEdit
+    .editable(EditMode::MultiLine)
+    .add(rsc);
+```
+
+Two things a widget author should know before reaching for it:
+
+- **Call `.spans()` before or after `.editable()`, both work** — the field
+  lives on `TextBuilder` itself, not either output type, and both
+  `TextOutput::run` and `TextEditOutput::run` apply it to the buffer via
+  `TextBuffer::set_spans`. **These two call sites are a pair**: adding a
+  third `TextBuilderOutput` impl without also calling `set_spans` there
+  reproduces the exact bug this box shipped once already (spans silently
+  dropped for `TextEdit`, found only by screenshotting, not by any test —
+  `markdown.rs`'s own unit tests check string/range logic, which is
+  correct in isolation and proves nothing about whether the render path
+  ever sees it).
+- **Colour is now per-glyph, not per-buffer.** `PlacedGlyph` gained a
+  `color: UiColor` field (from parley's own per-run `Style::brush`), and
+  `Painter::glyphs` draws each glyph in its own colour instead of
+  `RenderedText::color` uniformly. `RenderedText::color` still exists (the
+  buffer's *base* colour, for a caller that wants it as a whole, e.g. to
+  tint a cursor) but no longer drives what a glyph actually renders as.
+
+## 2026-09-05: accessibility names via AccessKit (RUST.md's I4)
+
+`.label()` (already in `trait_fns.rs`, previously unused anywhere in-tree)
+is now load-bearing: it's the one thing that puts a widget in the AccessKit
+tree `iris_core::ui::access::AccessTree` builds and both backends push
+out. A widget author who wants a control to be findable by name (and
+tappable by name, through `ui-trace`/a real screen reader) calls `.label()`
+on it; nothing else is required, and a widget nobody labels is invisible
+to this system at zero cost, not just zero UI.
+
+```rust
+let button = rect(Color::LIME)
+    .on(CursorSense::click(), move |_, rsc| { ... })
+    .label("Add task");   // now findable by uiautomator/AccessKit as "Add task"
+```
+
+Two new things a widget author might touch directly:
+
+- **`Widget::access_role(&self) -> accesskit::Role`**, default `Unknown`.
+  Override it if your widget has a real platform equivalent —
+  `TextEdit` now returns `TextInput`/`MultilineTextInput` by `EditMode`.
+  Only consulted for a widget that also has a `.label()`; an unlabelled
+  widget's `access_role` is never called.
+- **`Widgets::named() -> impl Iterator<Item = WidgetId>`** — every widget
+  with an explicit label, for anything else that wants to walk the same
+  set `AccessTree` does.
+
+Nothing about `Painter`, `draw`, or the layout/move machinery changed —
+this sits entirely beside them, reading `resolved_region`'s output rather
+than participating in producing it.
+
+## 2026-09-05: `List`, a virtualised bottom-anchored list (RUST.md's I3)
+
+A new widget, `iris::widget::List` (`iris/src/widget/list.rs` -- read its
+module doc first), for the transcript's kind of screen: variable-height
+rows, keyed by a `u64`, composed only while visible, moved rather than
+re-laid-out on scroll, a scroll anchor that survives a row inserted above
+it, "more" sentinels at each end, and "hold the edge nearest the tap" when
+a row's height changes (`note_tap`, resolved in the layout pass).
+
+```rust
+let mut list = List::new(Axis::Y);
+list.push_back(ListRow::new(key, row_widget));   // O(1)
+list.push_front(ListRow::new(older_key, row));   // O(1), anchor unaffected
+list.set_more_before(Some(spinner_widget));      // sentinel, drawn at the edge
+list.note_tap(viewport_y);                       // before mutating a row's height
+let (top, bottom) = list.extent(key).unwrap();   // last frame's on-screen box, if visible
+```
+
+Built entirely out of existing primitives (`Painter::widget`/`widget_within`/
+`reposition`/`draw_twice`, and `draw_inner`'s own old-children diffing) --
+no new mechanism was added to the render core for it. One correctness
+lesson worth reading even for other widgets: a row that fills whatever
+region it is offered (`Rect`, `is_size_independent`) cannot be measured at
+a throwaway oversized region and then merely `reposition`ed into place --
+`reposition` only ever writes an offset, never a size, so the oversized
+primitive stays oversized. `List` fixes this by caching each row's real
+height once measured and placing an already-known row directly at its
+exact box; see `list.rs`'s `place` for the full reasoning and
+`a_fill_shaped_background_is_not_left_oversized` for the regression test.
+
+## 2026-09-05: a second backend (android-view), and what moved to make room for it
+
+RUST.md's I2. Three changes a widget or app author would notice, all in
+service of the same thing: `default` (winit) and the new `android`
+(android-view) backends sharing what does not depend on windowing.
+
+- **`Selector`/`Selectable`'s bound changed from `Rsc::State:
+  HasDefaultUiState` to `Rsc::State: FocusHost`** (new trait, `attr.rs`).
+  `HasDefaultUiState` still exists and still works — `default/attr.rs` now
+  implements `FocusHost` for anything that has it — so a winit app's
+  existing code is unaffected. An Android app implements `FocusHost` via
+  `HasAndroidUiState` instead. Affects only an app that referenced
+  `HasDefaultUiState` directly at a `Selectable`/`Selector` call site
+  rather than through `.attr::<Selectable>(())`, which nothing in-tree
+  does.
+- **`Tasks::init` takes `Arc<dyn RequestRedraw>` instead of
+  `Arc<winit::window::Window>`.** `RequestRedraw` (`task.rs`) is one method,
+  `fn request_redraw(&self)`; `winit::window::Window` implements it
+  (`default/render.rs`), so `Tasks::init(window)` at a call site is
+  unchanged by inference. Only matters if something constructed a `Tasks`
+  directly rather than through `DefaultRsc`/`AndroidRsc`.
+- **`TextEdit::apply_event`/`TextInputResult` are `#[cfg(not(target_os =
+  "android"))]`** — they take a `winit::event::KeyEvent`, which does not
+  exist on Android; `android/input.rs` drives the same primitives
+  (`backspace`/`delete`/`motion`/`insert`, all still unconditional) from
+  `ndk::event::Keycode` directly instead. New unconditional getters on the
+  way: `TextEdit::text()`/`selection_range()`/`caret()`, and
+  `TextEditCtx::delete_byte_range`/`set_cursor_byte` — the primitives
+  `android/ime.rs`'s `InputConnection` bridge needed and that were not
+  previously exposed publicly.
+
+## 2026-09-04: `Widget::draw` reports the size it used; `desired_width`/`desired_height` are gone
+
+A widget used to implement three methods (`draw`, `desired_width`,
+`desired_height`); it now implements one, `fn draw(&mut self, painter: &mut
+Painter) -> Size`, which draws into `painter.region()` and returns how much
+of it was used. Why: the two extra methods routinely re-simulated what
+`draw` was about to do anyway (`Span::desired_ortho` copied its own draw
+loop to get cross-axis sizing right) — one visit per widget per frame
+instead of up to three. A container that needs a child's size before
+placing it (alignment, centering) draws the child once at a provisional
+region, reads the returned `Size`, and calls the new `Painter::reposition`
+to move it into its final spot — an O(1) offset write, not a second draw. A
+widget whose drawn output never depends on the size it's given (a
+fixed-size `Rect`, a decoded `Image`) overrides the new `fn
+is_size_independent(&self) -> bool { false }` to `true`, which skips
+redrawing it when only its offered region changes shape.
+
+```rust
+// before
+fn draw(&mut self, painter: &mut Painter) { /* ... */ }
+fn desired_width(&mut self, ctx: &mut SizeCtx) -> Len { /* ... */ }
+fn desired_height(&mut self, ctx: &mut SizeCtx) -> Len { /* ... */ }
+
+// after
+fn draw(&mut self, painter: &mut Painter) -> Size { /* ... */ }
+```
+
+`SizeCtx` and `Cache` are gone with it — see `LAYOUT.md` for the full
+design, the move-offset mechanism this shipped alongside, and the file
+list.
+
+## 2026-09-04: texture pipeline rebuilt off the binding array
+
+`Textures`/`TextureHandle`, `GlyphPrimitive`, and `UiRenderNode::new` all
+changed shape. Why: the old pipeline bound every texture ever drawn in one
+`binding_array<texture_2d<f32>>` and asked every device, unconditionally,
+for `VK_EXT_descriptor_indexing` — a real share of Android GPUs lack it,
+and it failed outright on the Android emulator's software Vulkan. See
+TEXTURES.md's "Recommended shape" and "Implemented, 2026-09-04".
+
+- **`UiRenderNode::new` drops its `limits: UiLimits` parameter, and
+  `UiLimits` is gone.** Before: `UiRenderNode::new(&device, &queue,
+  &config, UiLimits::default())`. After: `UiRenderNode::new(&device,
+  &queue, &config)`. Nothing replaces it — there are no more
+  binding-array limits to size.
+- **`src/default/render.rs`'s device request asks for no features and no
+  binding-array limits.** Before: `required_features:
+  Features::TEXTURE_BINDING_ARRAY | Features::PARTIALLY_BOUND_BINDING_ARRAY
+  | Features::SAMPLED_TEXTURE_AND_STORAGE_BUFFER_ARRAY_NON_UNIFORM_INDEXING`
+  plus two `max_binding_array_*` limits. After: `Features::empty()` (the
+  `DeviceDescriptor` default) and only `max_buffer_size` set, which was
+  never about the binding array.
+- **`TextureHandle` has no `primitive()` method any more**; a caller
+  outside `iris` shouldn't have been calling it (it fed the old renderer's
+  internals), but if something did: use `image_index()` for a standalone
+  image's bind-group index. There is no equivalent for a page — a page has
+  no bind group of its own now, see below.
+- **`GlyphPrimitive` has no public constructor from a struct literal.**
+  Before: `GlyphPrimitive { uv_min, uv_max, view_idx, sampler_idx, color,
+  flags }`. After: `GlyphPrimitive::new(uv_min, uv_max, layer, color,
+  flags)` — one `layer` (the shared atlas array's layer) instead of a
+  `view_idx`/`sampler_idx` pair, since a page is now a layer of one array
+  texture rather than its own bound texture.
+- **A widget author drawing images is unaffected**: `Painter::texture`/
+  `texture_at`/`texture_within` and `Textures::add` keep their signatures.
+  What changed underneath is that each standalone image now gets its own
+  `wgpu::BindGroup` and draw call instead of a slot in the shared array —
+  invisible from the widget API, visible only in `UiRenderNode`'s internals
+  and in `iris`'s device requirements.
+
+## 2026-09-05: `FrameReport` splits each frame at `queue.submit`
+
+`FrameStats` gains two fields, and `FrameReport` gains a second recording
+method, to answer "is a slow frame iris's own CPU work or the driver/GPU"
+with a number instead of a guess (RUST.md's I5 box).
+
+- **`FrameReport::record_split(total, submit_to_present)`** is a second way
+  to record a frame, alongside the existing `record(total)` (unchanged,
+  and still what a caller with no split should use — it now reads as
+  `cpu_p50 == total`, `gpu_wait_p50 == 0`, rather than fabricating a
+  number for a half it never measured).
+- **`FrameStats` gains `cpu_p50` and `gpu_wait_p50`**: medians of
+  redraw-start-to-submit and submit-to-after-`present()` respectively,
+  independent of each other and of the existing `p50`/`p90`/`p99`/`worst`
+  (which are unchanged, and still over the whole frame). The Android
+  renderer's `draw()` now returns the `submit_to_present` `Duration` it
+  measured, which `android::view::render()` passes to `record_split`.
+- **Caveat carried in both doc comments**: `submit_to_present` is not
+  fenced against the GPU actually finishing — it is "how long the CPU was
+  blocked handing the frame to the driver," not a confirmed GPU-completion
+  time. Enough to separate "iris is slow building the frame" from "iris is
+  slow handing it off," not enough to claim an exact GPU budget.
+
+## 2026-09-05: `List::replace_back`/`List::clear`, and `TranscriptScreen::apply`
+
+Fixes the "every client refolds and rebuilds the whole widget tree per
+streamed event" cost RUST.md's P0 box measured (20 events/second against a
+~3,200-row transcript). Two small additions to `iris::widget::List`
+(`iris/src/widget/list.rs`), plus one new method on `transcript-ui`'s
+`TranscriptScreen`.
+
+- **`List::replace_back(row: ListRow) -> Option<ListRow>`**: swaps the
+  *last* row's widget for a new one without moving it — same slot index,
+  so an anchor already pinned there (in particular a list flush with its
+  own end) stays pinned, and a `List` scrolled elsewhere is untouched.
+  `None` if the list is empty. `RowKey` may differ between the old and new
+  row; only `heights`/`extents` care, and both are invalidated for the
+  evicted key the same way `pop_back` already does.
+- **`List::clear()`**: drops every loaded row and resets to `List::new`'s
+  state (`more_before`/`more_after` untouched — a caller that wants those
+  cleared too calls `set_more_before(None)`/`set_more_after(None)` itself).
+  The fallback path for a change that touches more than the tail.
+- **`transcript_ui::TranscriptScreen::apply(&self, rsc, old: &[TranscriptItem], new: &[TranscriptItem])`**:
+  the incremental alternative to rebuilding the whole screen from
+  `transcript_ui::build_tree` on every folded event. Diffs the two
+  `group_tool_runs` outputs and picks the cheapest update: nothing changed
+  (no-op), a pure append (`push_row`, unchanged cost), or — the common
+  streaming case, a delta into a still-open assistant message — a rebuild
+  of just the one changed row via `List::replace_back`, with any further
+  new rows appended after it. A row changing *before* the tail (only
+  `group_tool_runs` retroactively grouping tool calls into a run does
+  this) falls back to `List::clear` plus a full rebuild, counted in
+  `TranscriptScreen::take_rebuilds()`. `bench_client.rs`, `transcript_client.rs`
+  and `desktop-app/app.rs` all call this now instead of rebuilding on every
+  event; only the opening page (and `apply`'s own fallback) still calls
+  `build_tree`.
+- **`TextEditCtx::set_with_spans(text, spans)`**: `set()` plus a fresh
+  `Vec<SpanStyle>` in one call, needed because a streamed row's markdown
+  re-renders to both a new string and a new span list on every delta and
+  the two have to land together — a stale span list drawn against new
+  text can point past its end. `set()` itself is unchanged (still clears
+  spans to none, as before).
+
+Measured on this checkout's emulator (`iris/android-app/run-bench.sh`,
+release, x86_64, `force-gles`): worst-frame and p99 during the streaming
+phase dropped from 369.3ms/284.5ms (full rebuild per event, prior pass) to
+~101–130ms/~76–103ms across three runs (this fix) — see RUST.md's P0 box
+for the full numbers and the comparison's caveats (different AVD
+instances, not a controlled A/B on identical hardware state).
+
+## 2026-09-06: bundled fonts, `content_scale`, `AndroidAppState::on_insets_changed`
+
+From RUST.md's P0 box, working Iris's first real-phone report (font/scale/
+inset bugs the emulator never showed).
+
+- **`TextData` now bundles Noto Sans + Noto Sans Mono** (regular/bold/
+  italic/bold-italic static faces, OFL) and registers them ahead of the
+  platform's own fonts in the `SansSerif`/`Monospace` generic-family
+  lists, rather than relying on the platform's font enumeration alone.
+  `TextData::font_diagnostics() -> FontDiagnostics` reports what was found
+  and what each style axis resolved to — logged once at startup and shown
+  on a screen's Diagnostics page if it has one. Adds ~3.6 MB uncompressed
+  to any binary linking `iris-core`; `build-apk.sh`'s own output says the
+  delivered (compressed) number.
+- **`UiRenderNode::new`/`resize` now take the window size explicitly**
+  (`window_size: impl Into<Vec2>`) instead of deriving it from the
+  surface's physical `SurfaceConfiguration`. Existing callers pass a
+  *logical* size (physical ÷ density/scale-factor) now; this is what makes
+  a `font_size: 16.0` 16 dp instead of 16 raw device pixels on a
+  high-density phone. Before this, `scale_factor` did not exist anywhere
+  in the crate, on either platform.
+- **`AndroidUiState::content_scale: f32`** (`DisplayMetrics.density`, read
+  once in `new_peer`) and the desktop equivalent (`window.scale_factor()`)
+  now divide every physical-pixel number before it reaches layout or
+  touch handling — see `content_scale`'s own field doc for the full list
+  of what depends on it.
+- **New: `AndroidAppState::on_insets_changed(&mut self, rsc, LogicalInsets)`**,
+  a default-no-op hook called from `render()` exactly when
+  `AndroidUiState::insets()` changes. Nothing previously consumed
+  `insets().top` at all; a screen with chrome under the status bar
+  implements this to pad it, in the same logical units `content_scale`
+  converts everything else to.
+- **New: `iris_core::WgpuErrorLog`**, installed via `Device::
+  on_uncaptured_error` on the Android device (wgpu's default handler is an
+  unconditional panic outside `UiRenderNode::new`'s own error scopes).
+  Explicit `Arc`-backed value passed to the callback and kept on
+  `AndroidRenderer`, not a global — a caller wanting one on desktop builds
+  its own the same way.
+
+## 2026-09-06: `Len::dp`, physical pixels throughout, the keyboard glyph wipe
+
+Iris's phone report on build a9232ac (screenshots): text now the right
+size but blurry; the keyboard still wipes every glyph; the header buttons
+have nothing behind them. All three are fixed; this entry is the public
+API side. docs/LAYOUT.md has the layout-side writeup, docs/RUST.md's P0
+box has the full investigation and the phone verification still to do.
+
+- **The keyboard wipe was `surface_changed` rebuilding the whole renderer
+  on every resize**, including an IME-driven one — a fresh, empty glyph
+  atlas while the CPU-side glyph cache kept UV coordinates from the old
+  one. `surface_changed` now calls `AndroidRenderer::resize` (reconfigures
+  the surface and window uniform only) when a renderer is already live,
+  and only builds a new one when there genuinely isn't one yet.
+- **`Len` has a third field, `dp`** (Android's dp / CSS's reference pixel,
+  1/160in), beside the existing `abs` (now explicitly *physical* pixels)
+  and `rel`/`rest`. `len_fns::dp`/`Len::dp` construct one, used exactly
+  like `abs`/`rel`/`rest` — `dp(16)` instead of a bare `16` wherever a
+  size should look the same physical size on any density. This is the
+  unit IRIS_TODO.md's "density-independent length unit" item asked for;
+  it replaces the previous stopgap (the whole rendered scene divided by
+  `content_scale` then implicitly stretched back up), which is also what
+  made text blurry — a glyph rasterised at the small, pre-stretch size and
+  then upscaled onto the real framebuffer.
+- **`UiRenderState`/`Painter` gained `density()`/`set_density()`** (physical
+  pixels per dp). Every place a length resolves (`Len::apply_rest`,
+  `Size::to_uivec2`) now takes it; `Span::gap` and `Padding`'s four sides
+  moved from a bare `f32` to `Len` so they take `dp(...)` too. A bare
+  number anywhere is unaffected — still `abs`, physical pixels.
+- **Text is rasterised at physical resolution now.** `TextBuffer::shape`
+  takes `density` and multiplies `font_size`/`line_height` (and any span
+  override) by it before handing them to parley, so the atlas holds a
+  bitmap at the size it is actually shown at rather than a low-resolution
+  one stretched afterward.
+- **Everything at the Android boundary is physical pixels now** — window
+  size, touch coordinates, insets (`LogicalInsets` renamed
+  `WindowInsets`). The previous "logical" division by `content_scale` is
+  gone; `content_scale` now feeds `set_density` instead.
+- Not yet verified on Iris's actual phone (this pass had no device) —
+  built and checked on this checkout's emulator only. RUST.md's P0 box
+  says what she should check for: crisp text at two densities, the
+  keyboard no longer wiping, and the header's background.
+
+## 2026-09-06: composing text, focus-on-tap, and atlas invalidation on a new renderer
+
+Three small but public API changes, from the same phone-report pass as the
+entry above (RUST.md's P0 box has the full account, including a real bug
+still not root-caused).
+
+- **`FocusHost` gained `is_focused(&self, id) -> bool`** (both platform
+  impls). `attr.rs`'s `Selector`/`Selectable` used to grant focus (and so
+  request the IME) on the very first frame of *any* press, before it was
+  known whether the gesture was a tap or a drag — a swipe over a text
+  field wrongly summoned the keyboard. They now wait for a completed tap
+  (press and release with no frame crossing `sense::DRAG_SLOP`) unless the
+  field is already focused, in which case dragging inside it to select
+  text is unchanged. `TextEdit` gained one new `pub(crate)` field
+  (`press_origin`) to track this; no public surface change there.
+- **`android::ime`'s `InputConnection` now calls `InputMethodManager::
+  updateSelection` after every edit** (`IrisViewPeer::update_ime_selection`,
+  called from `after_input`). Gboard was holding keystrokes back because
+  nothing ever told it where the app's own selection/composing region had
+  moved to — this is what android-view's own demo does in its `render()`
+  and this bridge never did.
+- **`GlyphAtlas::clear()` and `Textures::reset()`** (`iris_core`). Called
+  together, once, from `android::view`'s `surface_changed` exactly when a
+  *genuinely new* `AndroidRenderer` is built (backgrounding and returning,
+  not a keyboard-triggered resize, which already reuses the renderer) —
+  both CPU-side caches otherwise kept pointing at the old, now-destroyed
+  device's textures, which is why text used to vanish again after leaving
+  and returning to the app.

docs/IRIS_TODO.md

@@ -0,0 +1,503 @@
+# iris: known problems and things still to build
+
+Iris's own list for the library, recorded 2026-09-04 in her words where it
+matters, so the agents working through RUST.md pick these up in a sensible
+order rather than rediscovering them. Each item says where it sits in the
+order and what "done" looks like. Tick and date them in place.
+
+## Fix
+
+- [x] **`request_device` asked for compute-shader limits it never uses
+  (2026-09-05).** `Limits::default()` (both `iris/src/android/render.rs`
+  and `iris/src/default/render.rs`) requests desktop-tier compute limits
+  unconditionally, even though nothing in `iris`/`iris-core` creates a
+  `ComputePipeline` or writes a `@compute` shader stage — confirmed by
+  grepping the whole tree, not assumed. That crashed device creation
+  outright on the Android emulator's software GL path (`EMU_GPU=software`,
+  `--features force-gles`): SwiftShader's GL reports itself as OpenGL ES
+  3.0, which has no compute shaders, so the adapter's real limit is 0
+  against the unconditional request for 65535 — the same would happen on
+  any real GLES-3.0-only Android device. Fixed by a new, shared
+  `iris_core::device_limits()` (`iris/core/src/render/mod.rs`) that zeros
+  exactly the six `max_compute_*` fields rather than switching to a
+  downlevel `Limits` preset — `downlevel_webgl2_defaults()` also zeros
+  `max_storage_buffers_per_shader_stage`, which `shader.wgsl`'s vertex
+  stage needs (four `var<storage>` buffers), so that preset would trade
+  this crash for a bind-group-layout one on the same hardware.
+  `rigs/gpu-probe`'s own hand-mirrored `Limits` (it is deliberately its
+  own crate, not able to call `device_limits()` directly) was updated to
+  match. See `DECISIONS.md` and RUST.md's I5 box for the account,
+  including what could not be re-verified on-device this pass (the
+  emulator was in concurrent use by another session).
+
+- [x] **Input does not fall through by input type (2026-09-04).**
+  `SensorUi::run_sensors` (`src/default/sense.rs`) used to set "consumed,
+  stop checking lower layers" from mere hover — a widget registered for
+  nothing but `click()` blocked a `Scroll` meant for whatever was behind
+  it, since "the cursor is over this widget" and "this widget handled the
+  event" were the same check. Fixed by judging consumption per input
+  kind: with no button transition and no scroll happening this frame
+  ("momentary" activity), the topmost hovered widget still wins, same as
+  before; when something momentary *is* happening, only a widget whose
+  registered senses actually include a matching non-hover one (checked
+  via a new `TypeEventManager::registered`, which lists what a widget
+  registered without running anything) consumes it, so a widget with only
+  `Hovering`/click handlers can no longer block a scroll from reaching a
+  list underneath. `iris/src/sense_tests.rs` builds a button-over-a-list
+  `Stack` with a plain `HasEvents` impl (no GPU or window) and checks both
+  directions: a scroll over the button reaches the list, and a real click
+  still reaches the button — confirmed to fail on the pre-fix code and
+  pass after.
+
+- [x] **Appending one image to an already-loaded list rebuilds every other
+  image's bind group (2026-09-05, fixed 2026-09-05).** Found by the
+  benchmark below: `GpuTextures::update` (`core/src/render/texture.rs`)
+  triggered `rebuild_image_bind_groups` — a loop over *every live
+  standalone image*, rebuilding its `BindGroup` — whenever the shared
+  `masks` or `move_offsets` GPU buffer was resized (`masks_resized ||
+  moves_resized` in `UiRenderNode::update`, `core/src/render/mod.rs`), and
+  a widget getting its *first* move-offset slot (LAYOUT.md section 2 —
+  every widget gets one on first draw) could be exactly what grows that
+  buffer. So one new message with one new image, appended to a transcript
+  that already has N images loaded, did not cost O(1): it cost one
+  `create_image` for the new image plus one `make_image_bind_group` per
+  *existing* image, because the new widget's own move slot pushed the
+  arena past its capacity. Measured directly in
+  `iris/examples/bench_images.rs`: appending a 1,001st image to 1,000
+  already-settled ones reported **1,001** bind-group creates for that one
+  frame, not 1 (`./run-bench.sh images`, frame 5 in the transcript below).
+
+  **Fix**: `masks`/`move_offsets` never belonged in a standalone image's own
+  bind group (group 2) in the first place — the group also holds that
+  image's own texture view, which is the only thing that is genuinely
+  per-image, so a buffer shared by *everything* forced a rebuild of
+  *every* group the moment it moved. Gave masks/move_offsets their own
+  bind group (group 3 in `shader.wgsl` and `UiRenderNode`: `masks_layout`/
+  `masks_group`), bound once per frame in `UiRenderNode::draw` rather than
+  once per draw call, instead of duplicating them into every per-image
+  group. `GpuTextures` and its image bind groups now know nothing about
+  either buffer — `rebuild_image_bind_groups` is called only from
+  `grow_array` (the atlas array texture growing, which genuinely does
+  change what every image's own bind group must reference) — so a
+  masks/move_offsets resize now touches exactly one bind group, ever,
+  regardless of how many images are live. Numbers after the fix, same
+  benchmark and command:
+
+      ./run-bench.sh images
+      frame=1 bind_group_creates=1000   (cold load, unchanged)
+      frame=2 bind_group_creates=0      (was 1000 -- see the item below)
+      frame=3 bind_group_creates=0
+      frame=4 bind_group_creates=0
+      (append one image here)
+      frame=5 bind_group_creates=1      (was 1001)
+      frame=6 bind_group_creates=0
+
+  `run-headless.sh tabs --shot` still 27266 bytes, byte-for-byte unchanged,
+  confirming the bind-group restructuring changed nothing about what is
+  drawn.
+- [x] **Bind-group creation takes two frames to reach the steady state, not
+  one (2026-09-05, closed by the fix above, 2026-09-05).** Same benchmark:
+  loading 1,000 images cold used to report 1,000 creates on frame 1
+  (expected — `create_image`, one per new image) *and again* 1,000 on
+  frame 2, before settling to 0 from frame 3. This was `rebuild_image_bind_groups`
+  firing a second time for the same masks/move-offsets buffer-growth
+  reason as the item above, confirming the guess recorded here — the two
+  were exactly the same root cause measured two different ways. Frame 2
+  now reports 0 (see the numbers above); not a separate fix.
+
+- [ ] **A read-only text display has no widget of its own — P0's bench
+  report area is a `TextEdit` standing in for one (2026-09-05).** The only
+  way to get selectable text on screen today is `.editable(...)` plus
+  `.attr::<Selectable>(())` (`Selectable` is only implemented for
+  `TextEdit`, `iris/src/attr.rs`), which also makes the field focusable —
+  tapping the bench report opens the soft keyboard over text nothing lets
+  you type into. Harmless for a bench-only debug screen (not fixed this
+  pass), but a real "selectable, not editable" text primitive would
+  remove the keyboard side effect and is worth having before another
+  screen wants the same thing (P1's own transcript rows already read
+  their content from a `TextEdit` for the same reason).
+
+## From the phone, 2026-09-06
+
+Found on Iris's own phone while working RUST.md's P0 box's phone-report
+follow-ups. Recorded here rather than fixed in that pass, so a follow-up
+agent takes them without colliding with that pass's `bench_client.rs`/
+`android/view.rs`/`android/sense.rs` changes.
+
+- [x] **Swiping has no momentum, fixed 2026-09-06.** `List::fling`/
+  `VelocityTracker`/`FlingCalculator` (`iris/src/widget/list.rs`,
+  `iris/src/sense.rs`) -- IRIS.md's 2026-09-06 entry has the full account.
+  Wired through `Selection::drag`'s release path, cancelled by the next
+  touch-down, clamped at the loaded content's start/end. Verified by unit
+  test (fling distance against the closed-form spline result, cancel-on-
+  touch, the clamp), not yet by an on-device or emulator feel-check --
+  that is still open.
+- [x] **Scrolling down sometimes jitters the text, fixed 2026-09-06.**
+  Root-caused by reading `DragArbiter::update`'s `Undecided`-to-`Panning`
+  transition rather than by an on-device trace (no emulator was used this
+  pass): it was the first named suspect, not the second. `self.last` stays
+  at the press origin for every `Undecided` frame (nothing pans while the
+  gesture might still be a selection), so the frame that finally crosses
+  `DRAG_SLOP` returned `Pan(dy)` with `dy` measured from `press_start` --
+  the *whole* pre-threshold drag, applied to the list in one step, however
+  many frames it had taken to get there. Fixed by applying only the
+  excess past `DRAG_SLOP` on that one frame (`dy - DRAG_SLOP.copysign
+  (dy)`), the same "consume the slop, don't replay it" rule Android's own
+  touch handling follows. New regression test,
+  `crossing_the_slop_by_a_little_pans_by_a_little` (`iris/src/sense.rs`).
+  **Not yet done**: an emulator trace of the real per-frame offset
+  confirming this was the whole story on real touch input rather than
+  only the arbiter's own unit tests -- worth a follow-up pass before
+  calling it fully closed.
+- [x] **Composing text held back until a space, caret not moving, fixed
+  2026-09-06.** `InputMethodManager.updateSelection` was never called --
+  see IRIS.md's 2026-09-06 entry and RUST.md's P0 box, item 1, for the
+  full account and the emulator evidence.
+- [x] **Swipe over the composer summons the keyboard, fixed 2026-09-06.**
+  `Selector`/`Selectable` now wait for a completed tap -- see IRIS.md's
+  2026-09-06 entry and RUST.md's P0 box, item 5. Verified via `dumpsys
+  input_method`'s `mInputShown` on the emulator, not yet on the phone.
+- [x] **Text disappears again after leaving and returning to the app,
+  fixed 2026-09-06.** `GlyphAtlas::clear`/`Textures::reset` on a
+  genuinely new renderer -- see IRIS.md's 2026-09-06 entry and RUST.md's
+  P0 box, item 4. Verified on the emulator (home, reopen, screenshot);
+  not yet on the phone.
+- [ ] **Composed/typed text never becomes visible at all -- found
+  2026-09-06, not fixed.** The composer bar stays empty even once the
+  buffer genuinely holds the typed text (confirmed indirectly: Gboard's
+  own suggestion strip reacts correctly to each keystroke). A new unit
+  test proves the widget tree's own layout math resolves the field's
+  region correctly across a keyboard resize, so the bug is downstream of
+  that -- most likely `UiRenderState::redraw`'s single-widget redraw path,
+  or specific to this emulator's forced `force-gles` backend (untested on
+  Vulkan or the real phone). RUST.md's P0 box, item 2, has the full
+  writeup, what was ruled out, and where to look next. **Also unverified
+  because of this**: item 3's composer rebuild (one `Stack`-based widget,
+  a capped/scrollable height, bottom padding tied to the IME/nav-bar
+  inset) -- structurally in place and unit-tested, but its own visual
+  correctness cannot be screenshotted until text actually renders.
+- [ ] **The composer has no touch-drag scroll for overflowing text.** The
+  2026-09-06 rebuild caps the field at ~6 lines and wraps it in
+  `.scrollable()` for a wheel/trackpad scroll, but a real finger drag over
+  text that has overflowed the cap does not scroll it -- `Scroll`'s touch
+  handling is a follow-up, the same shape `List`'s own touch-drag pan
+  needed before I3/I5.
+
+## Build
+
+- [x] **Benchmarks**, not unit tests, run on demand (2026-09-05; a
+  `benches/` or a script under `iris/`, never in `cargo test`). The
+  scenario that matters most is a **message list** — chat apps and this
+  app's transcript alike — stressed with many messages and many images.
+  One case in particular: **resizing an input box** (typing enough text to
+  grow it) that pushes a long list of messages above it must stay very
+  fast and recalculate almost nothing — a move of everything above, not a
+  re-layout. That is exactly the O(1) move chain in LAYOUT.md; the
+  benchmark is what proves it. Done when the numbers are in this file with
+  the command, and the input-box case reports draws re-run, not just frame
+  time.
+
+  **Built as two rigs**, chosen per scenario by whether a real `wgpu`
+  device is needed (`UiRenderState`/`Widgets` touch no GPU or window, so
+  most of this runs as an ordinary binary — the same property
+  `layout_tests.rs` relies on):
+
+  - `iris/benches/message_list.rs` — a plain `Instant`-timed binary
+    (`[[bench]] harness = false` in `iris/Cargo.toml`), not criterion: see
+    the file's own header for why (short version — every scenario here
+    reduces to a *count* `UiRenderState::take_counters` already produces,
+    which criterion's statistical machinery adds nothing to and which a
+    new dependency is not worth pulling in for). Covers (a) first-frame
+    cost of a message list of N wrapped-text rows (one in 20 also carrying
+    a small in-memory image) for N = 100/1,000/10,000; (b) per-frame cost
+    of scrolling that list, 200 ticks; (c) the input-box case — a
+    fixed-height field at the bottom of the screen growing by a line 40
+    times, with the message list above it filling the rest of the screen.
+    Run: `cd iris && cargo bench --bench message_list` (always release —
+    `cargo bench` builds the `bench` profile, which is optimized).
+  - `iris/examples/bench_images.rs` — needs a real device, so it runs
+    through `iris/run-headless.sh bench_images`, printing
+    `UiRenderNode::take_image_bind_group_creates()` (a new counter, added
+    in `core/src/render/texture.rs` and `core/src/render/mod.rs`,
+    mirroring `UiRenderState::take_counters`) each frame. Covers (d): 1,000
+    image rows, checked both cold (does bind-group creation reach zero
+    once loaded) and after appending one more image once settled (does
+    *that* stay cheap) — the second question is what actually matters for
+    a live transcript and is what turned up the two Fix items above.
+  - `iris/run-bench.sh [list|images]` runs either or both and is what to
+    run before/after touching `Scroll`, `Span`, `Sized`, the move-offset
+    chain, or `GpuTextures`.
+
+  **Numbers (2026-09-05, release, `cargo bench`/`run-headless.sh`, this
+  VM: AMD Ryzen 7 3800X, 8 cores, rustc 1.98.0 nightly-2026-09-03):**
+
+      cd iris && cargo bench --bench message_list
+      (a) first frame, N=100:    30.30ms  draws=227   rewrites=15   moves=0
+      (a) first frame, N=1000:  186.04ms  draws=2252  rewrites=150  moves=0
+      (a) first frame, N=10000:1770.36ms  draws=22502 rewrites=1500 moves=0
+      (b) scroll, N=100/1000/10000, 200 ticks each:
+          draws=200 rewrites=0 moves=200 (identical at every N)
+          per-tick average: 0.0002ms (identical at every N)
+      (c) input grows 40 lines, N=100/1000/10000 rows above it:
+          draws=320 rewrites=40 moves=160 (identical at every N)
+          per-line average: 0.0012-0.0013ms (identical at every N)
+
+      cd iris && ./run-bench.sh images        (2026-09-05, before the fix)
+      frame=1 bind_group_creates=1000   (cold load)
+      frame=2 bind_group_creates=1000   (see Fix item above)
+      frame=3 bind_group_creates=0
+      frame=4 bind_group_creates=0
+      (append one image here)
+      frame=5 bind_group_creates=1001   (see Fix item above)
+      frame=6 bind_group_creates=0
+
+      cd iris && ./run-bench.sh images        (2026-09-05, after the fix)
+      frame=1 bind_group_creates=1000   (cold load, unchanged -- genuine work)
+      frame=2 bind_group_creates=0
+      frame=3 bind_group_creates=0
+      frame=4 bind_group_creates=0
+      (append one image here)
+      frame=5 bind_group_creates=1      (one image's own create_image, O(1))
+      frame=6 bind_group_creates=0
+
+  **Reading it**: (a) is real, necessary work — shaping and laying out N
+  never-before-seen text rows — and scales with N as it must, ~10x cost
+  per 10x N. (b) and (c) are the pass conditions that matter: both are
+  **exactly flat across N = 100 to 10,000**, confirming LAYOUT.md's O(1)
+  move chain holds for both scrolling and for a growing input box pushing
+  the message list — draws/moves per tick or per line do not grow with
+  list size, and the per-operation cost (a fraction of a microsecond) is
+  nowhere near a frame budget. (d)'s cold-load and steady-state halves
+  behave as designed; its *append* half did not, until the fix above moved
+  masks/move_offsets out of the per-image bind group — now flat at O(1)
+  the same way (b) and (c) are.
+
+- **I5's transcript screen (`iris/transcript-ui/`, 2026-09-05) — what it
+  left, each recorded at the point in the code it would go rather than
+  silently dropped. See RUST.md's I5 box for the full account of what
+  *was* built (the screen, `SpanStyle`, cross-row selection, the growing
+  composer).**
+  - [x] **Android integration for this screen — done, 2026-09-05.**
+    `iris-android-app`'s `transcript-screen` Cargo feature
+    (`transcript_client.rs`) runs this screen against a real `ai-server`
+    through `client-core`, confirmed on-device: real scrolling, real
+    touch-drag panning, tap-by-name on the composer. Two real bugs found
+    and fixed along the way (a missing `INTERNET` permission; a
+    background-thread redraw request that crashed via a `Looper`
+    requirement, fixed by routing through `View::post_delayed` — see
+    `IRIS.md`'s `Tasks::redraw_handle` entry). See RUST.md's I5 box,
+    "The Android integration, done 2026-09-05" for the full account.
+  - [x] **A render-time number for iris, comparable to Compose's
+    `transcript-bench.sh` report — instrumentation done and a real number
+    obtained, 2026-09-05 (later the same day); the clean comparable loop
+    is not.** `iris_core::FrameReport` (`iris/core/src/render/
+    frame_report.rs`, `IRIS.md`'s new entry) times every frame from
+    `render()`'s redraw start to after `queue.submit`+`present()`, exposed
+    as two named on-screen controls ("Frame report", "Reset frame
+    report"). Driven against a real on-device touch-drag it read
+    `frames=34 janky%=61.76 p50=26.5ms p90=48.0ms p99=98.1ms
+    worst=98.1ms` — real, not inferred, but accumulated across several
+    gestures rather than one clean 24-swipe loop, because of the new
+    finding below. See RUST.md's I5 box, "Update, 2026-09-05, later the
+    same day" for the full account.
+  - [ ] **New, 2026-09-05: intermittent touch delivery to iris's
+    `SurfaceView` under this checkout's `EMU_GPU=software` emulator.**
+    The same swipe coordinates, confirmed (by scanning a screenshot
+    column for the first non-black pixel) to sit over real row text,
+    sometimes produced 30+ real frames and a screenshot diff and
+    sometimes produced zero of either, across otherwise-identical
+    `ui-trace` invocations. Not the already-understood "already at that
+    scroll edge" case (reproduced with content confirmed taller than the
+    viewport, in both directions). Leading candidate, not yet confirmed:
+    this checkout's emulator was independently observed at ~78% of one
+    CPU core, continuously, while idle on-screen — SwiftShader's software
+    rasterisation is CPU-bound by design, and a synthetic touch competing
+    with that load for delivery is plausible but unmeasured *during* a
+    failing gesture (the standing rule against diagnosing from
+    after-the-fact measurements applies here). Needs a sampler (load,
+    `dumpsys input`, a `-i 0` `ui-trace` capture) running while a failing
+    gesture is driven, and ideally a comparison under `-gpu host` (real
+    Vulkan) to see whether it is specific to software rendering. This is
+    what blocks the clean, comparable 24-swipe loop above.
+  - [x] **Long-press-then-drag-to-select — confirmed on-device, 2026-09-05
+    (later the same day).** `ui-trace` gained a `holddrag X1 Y1 X2 Y2
+    HOLD_MS MOVE_MS` action (`emulator-tools`, additive, extends the same
+    `MotionEvent`/`injectInputEvent` mechanism `swipe` already used):
+    press, hold past `LONG_PRESS`, move, release, as one continuous touch.
+    Driven against a real row (`holddrag 300 1850 300 2050 600 300`) it
+    produced `iris selection: begin at row ...` then a sequence of
+    `iris selection: extend to row ...` log lines
+    (`transcript-ui/src/selection.rs`, a new small `log` dependency since
+    selection has no accessibility label of its own yet — see the next
+    item), and a screenshot taken right after shows the expected
+    highlighted selection spanning multiple rows. `DragArbiter`'s own
+    unit tests already covered this sequence against a synthetic clock;
+    this is the first time it has been driven by a real device touch.
+  - [x] **Touch-drag panning over a row's own rendered text — done,
+    2026-09-05.** `row.rs` used to register `CursorSense::click_or_drag()`
+    on each row's `TextEdit` for cross-row selection; `TextEdit::draw`'s
+    `painter.child_layer()` (`iris/src/widget/text/edit.rs:87`) meant that
+    registration won `core/src/sense.rs::run_sensors`'s per-layer
+    arbitration on every frame it was pressed, not just the frame the
+    press started, so a list pan gesture registered on `List` itself never
+    got a turn while a row was under the finger. Fixed with
+    `iris::sense::DragArbiter` (recorded in `IRIS.md`), one small state
+    machine per list deciding pan vs. select the way Android does (a
+    vertical drag pans immediately; a stationary press held `LONG_PRESS`
+    (500ms) starts a selection which further drag extends; a horizontal
+    drag while something is already selected extends immediately) —
+    `transcript-ui/src/selection.rs`'s `Selection::drag` is the one place
+    every row's drag now routes through. 8 new unit tests
+    (`iris/src/sense.rs`'s `drag_arbiter_tests`); `cargo fmt/clippy/test
+    --workspace` and `cargo ndk` (both `iris` and `transcript-ui`) all
+    clean; `run-headless.sh` screenshot byte-identical to before the
+    change (38578 bytes). See RUST.md's I5 box, "Gap closed, 2026-09-05".
+  - [x] **Intermittent touch-scroll dropout — root-caused and fixed,
+    2026-09-05.** Not the coalesced-`ACTION_MOVE` hypothesis the earlier
+    pass suspected (ruled out): a gesture's `ACTION_DOWN` can land on a
+    row's own padding/gap or its header, which no `CursorSense` covers,
+    so `DragArbiter` never gets `press_start` and sits in `Idle`
+    (answers `Undecided` forever) for that whole gesture. Fixed via a new
+    `DragArbiter::is_idle()` that `Selection::drag`
+    (`transcript-ui/src/selection.rs`) checks to recover a missed press
+    on the next `Pressing` frame. Four new unit tests. See RUST.md's I5
+    box, "Touch-scroll dropout root-caused, 2026-09-05", for the trace and
+    what a peer session sharing this checkout's emulator mid-pass
+    prevented from being re-verified end-to-end (the aggregate
+    `iris-scroll.sh` three-run confirmation and a re-taken FrameReport
+    row) — a future pass should finish that once the emulator is free.
+  - [ ] **Row-level accessibility names.** The composer carries
+    `.label("Message")`; transcript rows do not carry a `.label()` of
+    their own yet, so `Widgets::named()` (I4) does not include them —
+    `row.rs`'s `build_text_row` is where one would go, keyed to something
+    stable per row (its sender + a short excerpt, matching what a screen
+    reader announcing a chat message would say).
+  - [ ] **A tappable link and a background chip behind inline code.**
+    Both need per-range glyph geometry that `TextEditCtx` does not expose
+    outside `iris::widget::text` (`edit.rs`'s `layout()` helper is
+    private) — see `markdown.rs`'s module doc for the exact shape the fix
+    would take (the same primitive `TextEdit::draw`'s own selection
+    highlight already uses internally,
+    `iris/src/widget/text/edit.rs:99`).
+  - [ ] **`Selection`'s anchor-row shortcut.** The row a drag started in
+    is selected in full (`select_all`) the moment the drag leaves it,
+    rather than "from the click point to whichever edge points away from
+    the drag" — needs the same private `layout()` access as the item
+    above. `selection.rs`'s module doc has the exact reasoning.
+  - [ ] **No syntax highlighting inside a fenced code block.**
+    `client_core::highlight` exists (built for the file explorer) and
+    could feed per-token `SpanStyle`s into a code block's span; wiring it
+    in was not attempted this pass.
+
+- [ ] **Masks defined relative to each other.** Wanted: mask A multiplies
+  by something *and also* applies mask B — a mask can reference a parent
+  mask, the way the move chain references a parent offset. Today masks
+  are independent regions. Design it beside the move chain (same shape:
+  a parent index and a bounded walk in the shader); do it when a real
+  widget needs it, not before.
+- [ ] **Positions as a single float per scroll.** Iris raised, and half
+  rejected, letting a scroll update one float rather than positions:
+  input handling cares about most elements in a list, so absolute
+  positions must be computed on the CPU anyway. LAYOUT.md's design
+  already lands here (GPU walks the chain, CPU resolves on demand for
+  hit tests). Keep the CPU resolution lazy and per query; do not
+  materialise every row's absolute position per frame.
+- [ ] **Animations, last.** Cosmetic, so after everything above. Must be
+  **modular — a piece of the library rather than a core part forced into
+  everything, the same way input is**. Whatever the mechanism, a widget
+  that does not animate must pay nothing and import nothing for it.
+
+## Build (for the port)
+
+Widgets `RUST.md`'s "The port, in order (decided 2026-09-05)" needs and
+iris does not have yet, one entry per gap, named against the P-step that
+first needs it. Move an entry up to "Fix" or tick it in place once built;
+do not duplicate it there.
+
+- [ ] **A history-paging cushion measured in on-screen viewports, not a
+  row count.** (**P1**.) `iris::widget::List` has no equivalent of the
+  Compose app's `HISTORY_SCREENS` — AGENTS.md's "Things that have
+  bitten" is explicit that a fixed row count under-fills a screen on a
+  tool-heavy transcript and over-fills one on a text-heavy one, so
+  whatever loads the next page has to ask the list how many viewports
+  are actually on screen, not assume a constant.
+- [ ] **A scaled thumbnail/image widget for an in-transcript image.**
+  (**P1**.) `SessionImage.kt`'s bitmap decode-and-downscale has no iris
+  counterpart; iris's own image widget (used by `bench_images.rs`) draws
+  a loaded texture but does nothing about sourcing or scaling one from a
+  server-produced attachment.
+- [ ] **A modal/dialog primitive.** (**P1**, reused by **P3** and
+  **P5**.) Needed for the session settings dialog, `UsageDialog`'s
+  equivalent, and the delete-with-`deleteForeign` confirmation with its
+  toggle switch. Build once, wherever it is first needed, rather than
+  once per screen that wants one.
+- [ ] **A horizontal gauge/bar widget.** (**P1**.) For
+  `SessionUsageBar`'s equivalent — a bounded fill reflecting a fraction,
+  nothing fancier.
+- [ ] **A `BusyItem` equivalent: a dimmed row carrying an operation
+  label that does not block its list's own scroll/drag.** (**P3**.) The
+  Compose version tried an overlay first and it swallowed the drag along
+  with the tap (AGENTS.md's "Shared appearance") — worth not repeating
+  that attempt in iris before building the row-level version directly.
+- [ ] **A toggle switch.** (**P3**.) For the delete dialog's
+  `deleteForeign` control; iris has no switch/checkbox widget yet as far
+  as this pass found.
+
+## Reconsider
+
+- [ ] **`WidgetView`.** Iris is unsure of it: what she wants is an easy way
+  to compose a widget from others (a button is the main case). With
+  sizing folded into `draw`, composing may be easy enough that `View` is
+  redundant. Decide after the layout change lands, by writing a button
+  both ways and keeping the one that is shorter to explain; delete the
+  other rather than keeping two ways.
+
+## Build (asked for by Iris, 2026-09-06): a density-independent length unit
+
+- [x] **A third length kind beside relative and pixels, so display scales
+  "just work".** Done 2026-09-06 — `Len::dp`/`len_fns::dp`, resolved
+  against `UiRenderState`/`Painter::density()` at `apply_rest` time; text
+  additionally rasterises at the resolved (physical) size instead of
+  scaling a low-resolution bitmap afterward, which was making text blurry.
+  `Span::gap`/`Padding` moved from `f32` to `Len` so they take `dp(...)`
+  too; transcript-ui's row/composer padding and one example migrated.
+  `em` was not added — nothing in this pass needed a text-relative unit,
+  and `dp`'s own doc says why it and physical pixels are kept as separate
+  fields rather than one the caller pre-multiplies. Not yet verified on
+  Iris's own phone at two densities (this pass had no device) — see
+  docs/RUST.md's P0 box and docs/IRIS.md's 2026-09-06 entry for what to
+  check. Iris's words: "another length type similar to absolute &
+  relative, so instead there would be relative, pixels, and another unit
+  like em or whatever is standard. That way different display scales
+  should just work." Today a length is either a fraction of the parent
+  (`rest`/relative) or physical pixels, and the phone drew 16 px text at
+  roughly a third of its intended size until the P0 fixes applied the
+  display's scale factor globally. That global scale is a stopgap for the
+  benchmark; the real shape is a unit resolved against the display's
+  density at layout time — Android's `dp` / CSS's reference pixel is the
+  standard (1 unit = 1/160 in), with `em` as the text-relative option —
+  so a widget author writes `16.dp()` once and never sees the scale.
+  Done when: `Length` (or whatever the enum is called) has the third
+  variant; every place that resolves a length takes the density; the
+  examples and `transcript-ui` use the new unit for text sizes, padding
+  and control sizes; the emulator at two densities and the phone draw the
+  same layout at the same physical size. After the bench setup is
+  finished, before P1 draws any new screen.
+
+## From the phone, bench v2 (2026-09-06): streaming re-lays out the whole message
+
+- [ ] **Streaming a delta into a long message costs a full text layout of
+  that message.** Iris's phone report (`docs/bench/iris-phone-v2-2026-09-06.md`):
+  the stream phase is the one place iris is behind Compose (p50 18.2 ms vs
+  13.4 ms; p99 level at ~43 ms). `TranscriptScreen::apply` replaces only
+  the last row, but that row is the growing message, and replacing it
+  re-renders its markdown and re-shapes the entire paragraph run through
+  parley on every event. Compose pays a reparse (8.6 ms mean) for the
+  same event. What "done" looks like: a streamed delta re-lays out only
+  the block it lands in (the last paragraph or code block), with earlier
+  blocks' layouts kept -- which needs a row to be a column of per-block
+  `Text`s rather than one `TextEdit` for the whole message, or parley's
+  layout to be split at block boundaries; measured by the stream phase's
+  p50 dropping below Compose's on the phone. Do this after the four bench
+  v2 defects (stale primitives, finger fling, decay curve, IME show) are
+  closed, since they are what make the run unrepresentative today.

docs/LAYOUT.md

@@ -861,6 +861,58 @@ unspecified rather than getting them wrong:
   conditions, so the remaining slack was accepted rather than chased
   further.
 
+## Density: `Len::dp`, resolved at `apply_rest` time (2026-09-06)
+
+Iris asked for a third length kind beside `abs` (physical pixels) and
+`rel`/`rest` (a fraction of the parent) — IRIS_TODO.md's "density-
+independent length unit" — after the P0 phone pass found 16px text
+drawing at roughly a third size on a real phone. The fix that shipped
+first (RUST.md's P0 box) was a global stopgap: divide the whole window
+into a "logical" coordinate space (physical ÷ `content_scale`) and let
+the shader's NDC mapping stretch it back up onto the real framebuffer.
+That fixed the *size* but not the *sharpness* — a glyph rasterised at the
+small, pre-stretch size and then stretched onto more physical pixels than
+it has texels for is blurry, which is exactly what Iris's next report
+said.
+
+**The fix**: `Len` gained a `dp` field, resolved against a `density: f32`
+(physical pixels per dp) at the one place a `Len` becomes a `UiScalar`
+(`Len::apply_rest`) — `abs + dp * density`. `density` lives on
+`UiRenderState` (`set_density`/`density()`) and `Painter` (`density()`),
+set once from `DisplayMetrics.density` in `android::view::new_peer`; the
+desktop backend has no per-monitor density wired up yet and stays at
+`1.0`. Every layout call site that used to call `.apply_rest()`/
+`.to_uivec2()` now passes `painter.density()` (nine call sites — `Span`,
+`Sized`, `MaxSize`, `Aligned`, `Scroll`, `List::place`, and
+`UiRenderState::reposition` itself). This also meant the Android
+boundary's global logical-space stopgap could come out entirely: window
+size, touch coordinates and insets are physical pixels again, matching
+`AndroidRenderer`'s own swapchain resolution, with `dp` doing the
+per-length work the global divide used to do for everything at once.
+
+**Text is the case that needed more than the `Len` plumbing.** A widget's
+`font_size`/`line_height` are plain `f32`, not routed through `Len` at
+all (there is no sensible `rel`/`rest` for a font size). `TextBuffer::
+shape` now takes `density` directly and multiplies `font_size`/
+`line_height` (and any span override) by it before handing them to
+parley — so the size that reaches both the line-breaker and the
+rasteriser (`TextData::place`, which reads back whatever `shape` set) is
+the display's *physical* size, and the glyph atlas holds a bitmap at the
+resolution it is actually shown at. `GlyphKey.size` already keys on the
+resolved size, so a cache entry is naturally per-physical-size with no
+further change. The one caller with no `Painter` to read density from
+(`TextEditCtx::layout`, cursor movement and hit-testing) reads a second
+copy kept directly on `TextData` (`TextData::density`) instead — an
+accepted duplication rather than threading a `Painter` into every input
+handler for one field, the same tradeoff `AndroidRenderer::content_scale`
+already makes for the Diagnostics page.
+
+**What did not change**: `rel`/`rest` are unaffected (already
+resolution-independent, a fraction of the parent). `Span::gap` and
+`Padding`'s four sides moved from bare `f32` to `Len` so `dp(...)` works
+on them the same as any other size; a bare number is still `abs`,
+physical pixels, unchanged.
+
 ## For IRIS.md
 
 When this lands, copy this entry into `IRIS.md` (newest first):

docs/PLAN.md

@@ -147,12 +147,37 @@ turn.
 
 Spawn: `claude -p --verbose --input-format stream-json --output-format
 stream-json --permission-mode <mode>` in the chosen working directory, plus
-`--model`. Wire-format notes are pinned against CLI 2.1.237 in
-`session/claude.rs`'s module doc: permissions need the hidden
-`--permission-prompt-tool stdio` flag, AskUserQuestion answers ride
-`updatedInput.answers` keyed by question text, and `set_model`/`interrupt`
+`--model` and, where one has been chosen, `--effort`. Wire-format notes are
+pinned against CLI 2.1.237 in `session/claude.rs`'s module doc: permissions
+need the hidden `--permission-prompt-tool stdio` flag, AskUserQuestion answers
+ride `updatedInput.answers` keyed by question text, and `set_model`/`interrupt`
 are control requests.
 
+**The thinking level is settled at launch** (added 2026-09-04, because it is
+the largest saving available on a long session: output is about an eighth of
+what a session costs and thinking is the bulk of output, against the ~1.5% that
+is prose). The CLI's only two setting control requests are `set_model` and
+`set_permission_mode` -- checked against the 2.1.258 binary -- so there is no
+way to ask a running process to think differently. `set_session_effort` is
+therefore shaped like `set_session_cwd` rather than like `set_session_model`:
+it records the level and **stops the process**, and the next message or Start
+launches one that has it. It lives in the session settings dialog beside the
+working directory for that reason, not on the session bar beside the model and
+the mode, which do take effect mid-turn. `None` is a level in its own right --
+the CLI's own default -- so the picker can return to it; a level this app named
+as the default instead would be this app choosing one.
+
+**What a new session starts at is `Config::default_effort`**, applied in
+`spawn_session` rather than filled in by the spawn screen, so it holds for an
+import and a bare API call as well. It is set by the spawn screen's own
+picker, whose label says so: one control, where new sessions are made, rather
+than a settings page for a single value. It is not on a provider, because
+providers are discovered and the next rediscovery would erase it, and not on
+the phone, because a second device would then spawn at a level nobody there
+chose. `GET`/`POST /defaults` carry it, as a struct rather than a bare value
+so the permission mode -- still hardcoded to `auto` on the spawn screen -- can
+move there without a second route.
+
 **`--resume` only ever runs when nothing else has that session open.** That
 is the rule behind the import refusal, the single `ClaudeDriver::launch`
 entry point, and the `Exited` correction below; two CLIs on one session file
@@ -169,10 +194,33 @@ deliberate and easy to undo by accident:
   when the process restarts. That leaves the Claude driver as the odd one
   out rather than this one — the CLI's memory is a cache in front of the same
   transcript. Resolve any inconsistency in this direction.
-- **A llama session on an ssh host is refused.** The model is reached over
-  HTTP and forwarding that port is not built, so refusing beats silently
-  talking to the wrong machine. A transport is "run this" plus "reach this
-  port", and only the first half exists.
+- **A llama session runs on whatever machine its setup names** (2026-09-04,
+  the last of phase 5). A transport is "run this" plus "reach this port", and
+  the second half is `Transport::reserve_port` — the port the server binds
+  *there* and the port that reaches it *here*, the same number locally —
+  carried by `Launch::reaching` onto the connection that already runs the
+  command. `llama-server` binds loopback on the far machine, so nothing is
+  served to its network. The far port is a guess from a range below the
+  ephemeral one, because no portable way to ask a machine for a free port
+  avoids racing the bind anyway; a collision is not silent, since the server
+  fails to bind and the readiness poll reports what its log said.
+- **The model file lives on the machine that serves it** (2026-09-04). Each
+  setup names its own models directory (`SshConfig::models_dir`, default
+  `~/.local/share/ai-app/models` expanded *there*), and a spawn resolves the
+  key on that machine — one round trip answering "at /abs/path" or "missing",
+  so a model that is not there is refused at the spawn rather than becoming a
+  server that never becomes ready. The spawn screen offers
+  `GET /setups/{id}/models`, that machine's list, rather than `GET /models`,
+  which is this backend's downloads. Downloading *to* another machine is
+  deliberately not built: a multi-gigabyte transfer with no progress
+  anywhere, and the file gets there however anything else on that machine
+  did.
+- **The readiness poll watches the process, not only the port.** A model that
+  will not load, a port already taken, a flag an older build does not know:
+  all exit within a second and none will ever answer `/health`, so waiting
+  out the 300s timeout turned the server's own account of the problem into
+  "gave up". The failure carries the tail of `llama-server.log`, which on a
+  remote session is the only copy anybody reading the phone can see.
 
 ### Models (2026-08-28)
 
@@ -203,6 +251,13 @@ deliberate and easy to undo by accident:
   A driver says what to run; something above it turns that into a process.
   Otherwise transport knowledge sits inside a translator whose job is a wire
   format, and every future driver has to remember to do the same.
+- **A forwarded launch gets a pty and every other one does not** (measured
+  2026-09-04). Killing the ssh client ends a CLI because it closes the stdin
+  that CLI is reading; `llama-server` never reads its stdin, so the same kill
+  left it running on the far machine with the model loaded — one orphan per
+  stopped session. With `-tt` the far side takes SIGHUP when the connection
+  goes. Its log then arrives through a line discipline, which nothing parses.
+  `-T` stays everywhere else, where a pty would rewrite the JSONL.
 - **`command -v` follows ssh's non-login PATH**, which is narrower than an
   interactive shell's, so a binary somewhere unusual is invisible to
   discovery. Point `command` at an absolute path.
@@ -499,6 +554,25 @@ rate-limited bucket). Poll at ≥180 s, only while a Claude session exists or
 the usage screen is open, and cache the last answer. It is undocumented, so
 `usage.rs` treats every field as optional and degrades rather than erroring.
 
+**Per provider, not per machine (2026-09-04).** A machine is not what is
+metered; the provider a session runs is. One machine offers echo, the Claude
+CLI and a local model side by side, and only the second spends anything — so
+pairing a session with a snapshot by machine alone drew the CLI's five-hour
+window under every echo session on it, a quota that session cannot spend. A
+session now names its meter (`usageProvider`, from
+`DriverKind::usage_provider`, which `usage::providers_for` reads too, so the
+two lists cannot disagree) and `GET /usage` is matched on machine *and*
+provider. `None` is a session that meters nothing, and the phone draws
+nothing at all for it — not a zero, and not "unknown".
+
+`DriverKind::Echo` names a meter of its own that exists only when a test has
+asked for one: `/usage` in an echo session sets an invented answer
+(`usage::Fixture`), and with none set there is no snapshot and no bar. That
+is what makes those screens' states reachable — a number near the top, a
+window between blocks with no reset time, a machine nobody logged into, one
+that could not be reached — without spending real quota to arrange them,
+which is why none of them had ever been looked at.
+
 **Per machine, not per backend (2026-08-29).** The credential store that
 matters is the one on the machine the session runs on, because that is the
 account being billed — and in the layout this aims at, `ai-server` is on the
@@ -522,6 +596,68 @@ always running. So absent means **not running**, and only a timestamp that
 arrives and cannot be parsed is unknown. `WindowEnd` in `ResetCountdown.kt`
 is the one rule both readers go through.
 
+### Auto-resume (2026-09-05)
+
+**A session may pick itself back up when the account's usage limit lifts.**
+Off unless somebody switched that session to it, because it spends quota the
+moment quota exists and does so with nobody looking — that is not a thing a
+default may decide. It sends one message, `continue` unless another was
+typed, and then it is done; there is no retry loop around the conversation
+itself.
+
+**Running out of quota is a state, not an error.** `Event::LimitReached`
+carries the dialect's reset time where it gave one, and recognising it
+belongs to the driver — the Claude CLI ends the turn with `is_error` and
+`Claude AI usage limit reached|1788546972`, and nothing above the driver
+matches on a string. The transcript draws it as a divider, like a clear or a
+compaction: what a reader scrolling back wants from it is why the
+conversation stops at that line.
+
+**The schedule is a plan to ask, never a plan to send.** Every reset time
+available here is untrustworthy in the direction that matters: the dialect's
+is written when the turn fails, and the endpoint's moves when the window
+does. So the wait ends in a question to `usage.rs`, and only `ok` with no
+window at 100% sends anything. A window still spent reschedules to *its own*
+reset time — which is what makes a limit that lifts later than promised wait
+longer, and one that lifts sooner resume sooner. A meter that cannot be
+asked at all is a longer wait too, never a send: "we could not find out"
+must not be able to produce the same action as "there is room".
+
+Bounded, because something has to be: a day after the limit was hit the wait
+stops and says so in the session's own transcript. A machine that can never
+be asked would otherwise be retried for ever with nothing on screen saying
+so.
+
+The schedule is persisted on the session (`resume: Some(ScheduledResume)`),
+not held in memory: a five-hour window routinely outlasts a backend restart,
+and a wait forgotten across one is a session that silently never comes back.
+`resume.rs` is the top layer — it holds the manager and the monitor and
+neither holds it — which is what lets the decision be a pure function of a
+snapshot and a clock. The pump reports limits downward on a broadcast, for
+the reason `Shared` exists: the pump runs underneath the manager.
+
+**Exercised with echo, never with a real account.** `/limit [minutes]` in an
+echo session reports the same event a real driver does, and `/usage` sets
+what the meter answers — deliberately two commands, because the two
+disagreeing is the state the whole design is about. The loop was driven end
+to end that way on 2026-09-05: the wait moved from the dialect's two minutes
+to the meter's seven when the meter changed its mind, and the message went
+out on the first check after the meter came back under the limit.
+
+### Subagents (2026-09-05)
+
+**A subagent is a second transcript owned by a session, in the same event
+model, with no process and no controls of its own.** Full design and wire
+shape in `SUBAGENTS.md`, kept separate because the app half is being built
+against it in parallel and it is the shared contract between the two. The
+one-paragraph reason: a session's Task-tool helpers already speak the common
+event model on the parent's own stdout (each line carrying
+`parent_tool_use_id`), so giving each one its own small transcript — same
+file format, same paging routes, same SSE stream, reused by addressing rather
+than by copying — costs a routing step in the translator and a registry
+(`session/subagent.rs`) rather than a second session type with a driver, a
+process and a config entry it does not need.
+
 ### HTTP surface
 
 **`routes.rs`'s module doc comment is the table.** REST for actions, one SSE
@@ -800,8 +936,9 @@ Noticed and deliberately not fixed, so they are not re-found from scratch.
 
 Phases 1–3 (the skeleton pipe, the full Claude driver, the usage screen) done
 2026-08-24. Phase 4 (llama.cpp: model browsing, downloads, and `llama-server`
-through its OpenAI-compatible endpoint) and phase 5 (ssh) done 2026-08-28.
-The file explorer and the transcript cache followed in September. What is
+through its OpenAI-compatible endpoint) and phase 5 (ssh) done 2026-08-28,
+except for the remote `llama-server` and its port forward, which landed
+2026-09-04. The file explorer and the transcript cache followed in September. What is
 left is real-phone/WireGuard bring-up, which is operational rather than code.
 
 Each phase ended runnable and verified against the real thing. The backend

docs/bench/compose-phone-2026-09-06.md

@@ -0,0 +1,73 @@
+# Compose bench report from Iris's phone, 2026-09-06
+
+The Compose half of P0 (RUST.md), run by Iris on her own phone and pasted
+back verbatim. The iris half's report goes beside it in this directory
+when it exists. Her caveat, worth keeping with the numbers: "I don't think
+this is entirely fair because the UI for iris is more minimal" -- the
+Compose screen also draws the usage bar, the status row and tool cards,
+which the iris bench screen does not yet. Her impression of the iris build
+before its first-touch bug: "it already feels very smooth so far".
+
+What to read first: the phone runs at 120 Hz, so the budget is 8.3 ms;
+`late` is measured against that. Compose's tail is the streaming phase --
+`markdown reparsed while streaming: 396, 8.5ms mean, 25.8ms worst` and
+`record: one block: 398, 6.3ms mean, 19.9ms worst` -- which is exactly the
+path iris's `TranscriptScreen::apply` (replace the last row only) is meant
+to beat. Process CPU over the run is 20.9 s of a 38.5 s run; peak RSS
+587 MB; battery current mean 419 mA.
+
+```
+ai-app render report
+device: Pixel 9 Pro XL (Google), Android 17
+build: release
+
+transcript:
+  43 events, 41 rows, 93 units loaded
+  viewport 1333px, 2 units visible
+  on screen: the list's own 0px, AssistantMsg 24520px
+  0 tool calls and 0 groups open
+
+frames:
+  1613 frames over 38.5s at 120Hz (8.3ms budget)
+  late: 742 (46.0%)
+  total  p50 7.7ms  p90 29.2ms  p99 41.1ms
+  waited p50 0.5ms  p90 12.9ms  p99 27.2ms
+  input  p50 0.0ms  p90 0.0ms  p99 0.0ms
+  anim   p50 1.1ms  p90 5.8ms  p99 9.5ms
+  layout p50 0.0ms  p90 0.1ms  p99 0.2ms
+  draw   p50 0.4ms  p90 15.9ms  p99 27.9ms
+  sync   p50 0.1ms  p90 0.5ms  p99 1.0ms
+  issue  p50 1.1ms  p90 1.7ms  p99 3.0ms
+  swap   p50 0.4ms  p90 0.5ms  p99 0.7ms
+  gpu    p50 1.8ms  p90 2.1ms  p99 6.6ms
+
+where the draw phase went:
+  draw phase 3.83ms per frame, of which:
+    the transcript: 0.25ms (measure 0.15, place 0.10, record 0.00)
+    everything else: 3.58ms (93%)
+
+work since this was last copied:
+  draw: the whole transcript: 12, 0.2ms total, 0.0ms mean, 0.0ms worst
+  grouped tool runs: 398, 10.3ms total, 0.0ms mean, 0.1ms worst
+  markdown cut into pieces: 1, 0.0ms total, 0.0ms mean, 0.0ms worst
+  markdown parsed while composing: 7, 3.0ms total, 0.4ms mean, 0.5ms worst
+  markdown ready: 46
+  markdown reparsed while streaming: 396, 3384.6ms total, 8.5ms mean, 25.8ms worst
+  markdown warmed: 1, 1.4ms total, 1.4ms mean, 1.4ms worst
+  measure: the whole transcript: 957, 248.7ms total, 0.3ms mean, 15.7ms worst
+  message composed: 403
+  message cut into parts: 1, 0.1ms total, 0.1ms mean, 0.1ms worst
+  place: the whole transcript: 1319, 162.4ms total, 0.1ms mean, 1.3ms worst
+  record: one block: 398, 2498.7ms total, 6.3ms mean, 19.9ms worst
+  session screen recomposed: 413
+  status row recomposed: 1
+  unit composed: 538
+  units flattened: 399, 44.3ms total, 0.1ms mean, 0.5ms worst
+  usage bar recomposed: 413
+
+bench:
+  scroll: 6 cycles (24 swipes), streamed 400/400 fixture events
+  process CPU time over this run: 20907ms
+  peak RSS: 587356kB
+  battery current: mean -418509µA over 39 samples (min -1988281, max -107812)
+```

docs/bench/compose-phone-v2-2026-09-06.md

@@ -0,0 +1,93 @@
+# Compose bench v2 report from Iris's phone, 2026-09-06
+
+Bench v2 (fling / stream / type / keyboard, RUST.md's P0 box) on the
+Compose `bench` build, run by Iris on her Pixel 9 Pro XL, verbatim. Note
+the display was at **60 Hz** for this run (16.7 ms budget) where the v1
+run was at 120 Hz -- the phone's adaptive refresh rate decides, and
+`late` is judged against whichever it was, so compare a run with a run at
+the same rate. The iris v2 report goes beside this when it exists.
+
+What it says: fling, type and keyboard are all essentially clean on
+Compose (0.1%, 0.9% and 0% late; fling p50 5.5 ms, p99 11.6 ms). The
+whole tail is the streaming phase again -- 41.9% late, p99 42.5 ms,
+driven by `markdown reparsed while streaming` (8.6 ms mean, 30.3 ms
+worst) and `record: one block` (6.3 ms mean, 25.5 ms worst). Process CPU
+69.6 s over the 125.5 s run; peak RSS 577 MB; battery current mean
+571 mA over 126 samples.
+
+```
+ai-app render report
+device: Pixel 9 Pro XL (Google), Android 17
+build: release
+
+transcript:
+  108 events, 26 rows, 58 units loaded
+  viewport 1531px, 2 units visible
+  on screen: the list's own 0px, AssistantMsg 24520px
+  0 tool calls and 0 groups open
+
+per phase:
+  fling: 3278 frames over 32.7s
+    late: 4 (0.1%)
+      total  p50 5.5ms  p90 8.7ms  p99 11.6ms
+    worst 49.0ms
+  stream: 1041 frames over 21.3s
+    late: 436 (41.9%)
+      total  p50 13.4ms  p90 31.7ms  p99 42.5ms
+    worst 52.5ms
+  type: 2446 frames over 61.5s
+    late: 23 (0.9%)
+      total  p50 7.3ms  p90 13.2ms  p99 16.5ms
+    worst 38.9ms
+  keyboard: 358 frames over 10.0s
+    late: 0 (0.0%)
+      total  p50 6.3ms  p90 8.6ms  p99 11.1ms
+    worst 12.0ms
+
+frames:
+  7122 frames over 125.5s at 60Hz (16.7ms budget)
+  late: 463 (6.5%)
+  total  p50 6.0ms  p90 13.8ms  p99 34.0ms
+  waited p50 0.5ms  p90 1.1ms  p99 19.9ms
+  input  p50 0.0ms  p90 0.0ms  p99 0.0ms
+  anim   p50 0.7ms  p90 4.5ms  p99 7.6ms
+  layout p50 0.1ms  p90 0.1ms  p99 0.2ms
+  draw   p50 0.7ms  p90 2.9ms  p99 21.9ms
+  sync   p50 0.1ms  p90 0.2ms  p99 0.6ms
+  issue  p50 1.4ms  p90 2.4ms  p99 3.2ms
+  swap   p50 0.4ms  p90 0.8ms  p99 1.2ms
+  gpu    p50 1.5ms  p90 2.1ms  p99 6.6ms
+
+where the draw phase went:
+  draw phase 1.74ms per frame, of which:
+    the transcript: 0.24ms (measure 0.10, place 0.14, record 0.00)
+    everything else: 1.51ms (86%)
+
+work since this was last copied:
+  draw: the whole transcript: 280, 1.9ms total, 0.0ms mean, 0.0ms worst
+  grouped tool runs: 407, 18.6ms total, 0.0ms mean, 0.2ms worst
+  markdown cut into pieces: 40, 0.4ms total, 0.0ms mean, 0.0ms worst
+  markdown parsed while composing: 2, 1.6ms total, 0.8ms mean, 1.1ms worst
+  markdown ready: 323
+  markdown reparsed while streaming: 395, 3406.9ms total, 8.6ms mean, 30.3ms worst
+  markdown warmed: 40, 38.2ms total, 1.0ms mean, 4.3ms worst
+  measure: the whole transcript: 1978, 683.9ms total, 0.3ms mean, 15.9ms worst
+  message composed: 397
+  message cut into parts: 40, 2.9ms total, 0.1ms mean, 0.2ms worst
+  place: the whole transcript: 4308, 996.0ms total, 0.2ms mean, 2.4ms worst
+  record: one block: 394, 2472.7ms total, 6.3ms mean, 25.5ms worst
+  session screen recomposed: 1630
+  status row recomposed: 1
+  transcript page from server: 10
+  unit composed: 927
+  units flattened: 408, 85.5ms total, 0.2ms mean, 1.8ms worst
+
+bench:
+  fling: 8 flings out + 8 back at 12000px/s, travel start=idx=0/off=0px outward=idx=188/off=182px end=idx=0/off=0px
+  scroll: 6 cycles (24 swipes, legacy tween), streamed 400/400 fixture events
+  type: 600 characters inserted then deleted, one per 50ms
+  keyboard: shown 5/5, hidden 5/5 (confirmed via isImeVisible)
+  process CPU time over this run: 69564ms
+  peak RSS: 577452kB
+  battery current: mean -571483µA over 126 samples (min -2361718, max -99218)
+```

docs/bench/iris-phone-2026-09-06-before-fixes.md

@@ -0,0 +1,31 @@
+# iris bench report from Iris's phone, 2026-09-06, before the phone fixes
+
+Build 46246ea (Vulkan, bench v1: 24-swipe scroll loop then 400 streamed
+events), run by Iris on her Pixel 9 Pro XL before the first-touch wipe,
+the missing bold faces, the density scale and the status-bar inset were
+fixed -- so the rows were drawn at roughly a third of their intended size
+and the run may have included frames after the wipe. Preliminary, kept
+because it is the first iris number from real hardware. Compare with
+`compose-phone-2026-09-06.md`, taken on the same phone with the same
+fixture and gesture loop.
+
+Reading it: the phone is 120 Hz (8.3 ms budget). `janky%` here counts
+frames over 16.7 ms, so it is not Compose's `late` (over 8.3 ms). Like for
+like: iris p50 6.2 ms vs Compose 7.7 ms; p90 32.0 vs 29.2; p99 42.1 vs
+41.1. `cpu_p50=4.7ms` is iris's own per-frame CPU work on the phone,
+against 0.2-0.4 ms on the emulator's x86 cores. Process CPU 15.6 s vs
+20.9 s, but over a shorter run (692 frames vs 1613 -- iris only renders on
+change and had no fling settle time), so per-second CPU is not directly
+comparable; peak RSS 365 MB vs 587 MB. Battery current mean 563 mA vs
+419 mA is the one figure that reads worse, and it is the least
+comparable: 22 samples vs 39, over runs of different length and different
+idle share. Bench v2's per-phase accounting is what makes these comparable.
+
+```
+iris bench report
+frames=692 janky%=32.37 p50=6.2ms p90=32.0ms p99=42.1ms worst=52.6ms (measures redraw-start to after present() is called, not GPU/compositor completion) cpu_p50=4.7ms gpu_wait_p50=1.3ms (redraw-start-to-submit vs. submit-to-after-present)
+  scroll: 6 cycles (24 swipes), streamed 400/400 fixture events
+  process CPU time over this run: 15554ms
+  peak RSS: 365328kB
+  battery current: mean -563493µA over 22 samples (min -1807812, max -132812)
+```

docs/bench/iris-phone-v2-2026-09-06.md

@@ -0,0 +1,58 @@
+# iris bench v2 report from Iris's phone, 2026-09-06
+
+Build 2e3f4ad (bench v2, fling physics, keyboard-wipe fix, dp unit), run
+by Iris on her Pixel 9 Pro XL, verbatim. The display was at **120 Hz**
+(8.3 ms budget) where `compose-phone-v2-2026-09-06.md` ran at 60 Hz, so
+compare the millisecond percentiles, not `late`.
+
+Side by side (Compose 60 Hz / iris 120 Hz, p50 / p90 / p99 ms): fling
+5.5/8.7/11.6 vs 3.8/6.9/12.6; stream 13.4/31.7/42.5 vs 18.2/35.8/43.1;
+type 7.3/13.2/16.5 vs 7.2/9.2/11.2; keyboard: iris could not show the IME
+(phase invalid). Process CPU 69.6 s over 125 s vs 40.6 s over 150 s; peak
+RSS 577 MB vs 379 MB; battery current mean 571 mA vs 452 mA.
+
+Iris's observations on the same run: "the scrolling is not similar at
+all. It does not fling for me yet [with a finger], and the test also seems
+to give it a constant velocity and abruptly stop it at some point. Also
+unsure what's going on in that image with the compaction" -- her
+screenshot shows the `Compacted: 180000 -> 20000 tokens.` row drawn twice
+overlapping, and once more below the composer bar: primitives of a
+replaced/removed row surviving in the GPU buffers, the same shape as the
+header drawn twice after a keyboard resize.
+
+```
+iris bench report
+per phase:
+  fling: 1783 frames over 53.2s
+    late: 104 (5.8%)
+      total  p50 3.8ms  p90 6.9ms  p99 12.6ms
+    worst 29.1ms
+  stream: 401 frames over 21.3s
+    late: 306 (76.3%)
+      total  p50 18.2ms  p90 35.8ms  p99 43.1ms
+    worst 43.8ms
+  type: 1202 frames over 65.7s
+    late: 309 (25.7%)
+      total  p50 7.2ms  p90 9.2ms  p99 11.2ms
+    worst 15.3ms
+  keyboard: 9 frames over 9.7s
+    late: 9 (100.0%)
+      total  p50 12.0ms  p90 12.9ms  p99 12.9ms
+    worst 12.9ms
+
+frames:
+  3395 frames over 149.9s at 120Hz (8.3ms budget)
+  late: 728 (21.4%)
+  total  p50 5.0ms  p90 10.9ms  p99 36.6ms
+  worst 43.8ms
+  cpu_p50 2.0ms  gpu_wait_p50 2.6ms
+
+bench:
+  fling: 8 flings out + 8 back at 12000px/s, travel start=idx=651/off=1217px outward=idx=651/off=101536px end=idx=651/off=1022px
+  scroll: 6 cycles (24 swipes, legacy tween), streamed 400/400 fixture events
+  type: 600 characters inserted then deleted, one per 50ms
+  keyboard: could not be shown (5 attempts, 0 confirmed visible)
+  process CPU time over this run: 40603ms
+  peak RSS: 379156kB
+  battery current: mean -452353µA over 149 samples (min -1753125, max -204687)
+```

event-model/src/lib.rs

@@ -305,6 +305,25 @@ pub enum Event {
     /// it, which is why this is written down rather than left to be inferred
     /// from a second example that does not exist.
     Cleared,
+    /// The account behind this session has no quota left, so the turn stopped
+    /// without finishing.
+    ///
+    /// Its own event rather than an [`Event::Error`] carrying the dialect's
+    /// sentence, because two things act on it that cannot read English: the
+    /// transcript draws it as a state the session is in rather than as a
+    /// failure of something it did, and `crate::resume` schedules the message
+    /// that picks the work back up. Recognising it belongs to the driver, which
+    /// is the only layer that knows its dialect's wording -- above here nothing
+    /// matches on strings.
+    ///
+    /// `resets_at` is epoch seconds, and `None` is a real state: the dialect
+    /// said the limit was hit without saying when it lifts. Nothing here
+    /// invents one -- what the wait is actually decided against is the usage
+    /// endpoint, and this is the hint that starts the waiting.
+    LimitReached {
+        #[serde(default, skip_serializing_if = "Option::is_none")]
+        resets_at: Option<f64>,
+    },
     Error {
         message: String,
     },

iris/Cargo.toml

@@ -10,18 +10,87 @@ iris-core = { workspace = true }
 iris-macro = { workspace = true }
 parley = { workspace = true }
 swash = { workspace = true }
-winit = { workspace = true }
-arboard = { workspace = true, features = ["wayland-data-control"] }
 pollster = { workspace = true }
 wgpu = { workspace = true }
 image = { workspace = true }
+accesskit = { workspace = true }
 tokio = { workspace = true, features = ["sync", "rt", "rt-multi-thread"] }
 
+# winit everywhere except Android; android-view (below) is what stands in
+# for it there. Both backends live in this crate (see `src/android/mod.rs`'s
+# doc comment) but are never compiled together: winit's own Android support
+# pulls in `android-activity`, which panics at compile time unless one of
+# its own backend features is picked, and picking one is exactly what
+# `iris-core` was kept free of (RUST.md's I0b). Confirmed by trying it
+# 2026-09-05: `cargo ndk -t x86_64 -P 26 build -p iris` failed inside
+# `android-activity` itself with "Either game-activity or native-activity
+# must be enabled" before this split existed.
+[target.'cfg(not(target_os = "android"))'.dependencies]
+winit = { workspace = true }
+arboard = { workspace = true, features = ["wayland-data-control"] }
+# I4 (RUST.md): the desktop half of the AccessKit push, `winit`'s own
+# adapter over `accesskit`. No pin needed the way android-view's rev is
+# pinned -- this is an ordinary crates.io release with no local abort to
+# track (that finding is Android-only, see below).
+accesskit_winit = "0.34.0"
+
+# Pinned to the exact commit RUST.md's E1 (2026-09-04) measured on this
+# emulator -- real Vulkan rendering, a working `InputConnection`, and the
+# accesskit-detach abort, all against this rev specifically. Advancing it
+# wants re-running E1's checks, the same reason the nightly toolchain pin
+# is dated rather than floating.
+[target.'cfg(target_os = "android")'.dependencies]
+android-view = { git = "https://github.com/rust-mobile/android-view.git", rev = "bec6c62a96cef8239b0fd7fedeef9b184d02e3a1" }
+# I4 (RUST.md): the Android half of the AccessKit push, over android-view's
+# `AccessibilityNodeProvider`. **0.8.0 carries the same detach-abort E1
+# found on 0.4.0** (the `State` enum still never returns to `Inactive`,
+# and `send_completed_event` still unwraps a Java exception) -- advancing
+# the version is not the fix, so pinning to a specific rev buys nothing
+# here the way it does for android-view itself. `android/view.rs`'s
+# `raise_if_enabled` is the mitigation, carried from E1.
+accesskit_android = "0.8.0"
+# Not re-exported by android-view (only `jni` and `ndk` are), and needed
+# for `android/insets.rs`'s own id -> state map -- the same reason
+# android-view's own `PEER_MAP` carries one.
+send_wrapper = "0.6.0"
+# For diagnostics visible through android_logger, wherever the app crate
+# installs it -- this crate never installs a logger itself.
+log = "0.4.28"
+
+[features]
+# RUST.md's I5 "Where iris's frame time goes" diagnosis: forces the Android
+# `wgpu::Instance` to `Backends::GL` instead of `Backends::PRIMARY`, so the
+# same build can be measured against SwiftShader's software Vulkan ICD (the
+# default) or virgl's GLES path, without a second env-var plumbing path that
+# nothing on this machine can hand to an already-launched Android process
+# (there is no `am start` environment and no system-property reader here to
+# add one). Android-only; `android/render.rs` is the only reader.
+force-gles = []
+
 [dev-dependencies]
 tokio = { workspace = true, features = ["sync", "rt", "rt-multi-thread", "time"] }
+# The tabs example's widget tree. A dev-dependency cycle back to this
+# package is fine -- cargo excludes dev-dependencies from the graph used
+# to build the library itself, so this only matters for `--examples`.
+tabs-ui = { path = "tabs-ui" }
+
+# Plain Instant-timed binaries, not criterion -- see benches/message_list.rs's
+# header for why. `harness = false` opts out of the unstable `#[bench]`
+# test-crate harness cargo would otherwise want, in favour of an ordinary
+# `fn main()`.
+[[bench]]
+name = "message_list"
+harness = false
 
 [workspace]
-members = ["core", "macro"]
+members = ["core", "macro", "tabs-ui", "transcript-ui", "desktop-app"]
+# android-app pulls in android-view, which needs the NDK sysroot to link
+# -- excluded so `cargo build --workspace --all-targets` on the host stays
+# buildable. Cross-compile it from its own directory (its own single-crate
+# workspace, since it has no `[workspace]` table of its own and this
+# exclusion stops it inheriting this one): `cd android-app && cargo ndk
+# -t x86_64 -P 26 build`.
+exclude = ["android-app"]
 
 [workspace.package]
 version = "0.1.0"
@@ -37,6 +106,12 @@ parley = "0.11.1"
 swash = "0.2.10"
 fxhash = "0.2.1"
 arboard = "3.6.1"
+accesskit = "0.25.0"
 iris-core = { path = "core" }
 iris-macro = { path = "macro" }
 tokio = "1.49.0"
+# Current stable as of 2026-09-05 (`cargo search`) -- I5's markdown block
+# model, the same crate E2's uncommitted `e2-transcript` experiment used for
+# the identical job (RUST.md), rather than reimplementing a CommonMark
+# parser.
+pulldown-cmark = "0.13.4"

iris/android-app/.gitignore

@@ -0,0 +1,6 @@
+.gradle/
+build/
+app/build/
+# Rebuilt by `cargo ndk -o app/src/main/jniLibs/ build` before every
+# Gradle build -- see RUST.md's I2 for the exact command.
+app/src/main/jniLibs/

iris/android-app/Cargo.toml

@@ -0,0 +1,74 @@
+[package]
+name = "iris-android-app"
+version = "0.1.0"
+edition = "2024"
+
+# Deliberately outside the `iris` workspace (see that Cargo.toml's
+# `[workspace] exclude`): this crate exists only to be cross-compiled with
+# `cargo ndk` for the emulator/a phone, and pulls in android-view, which
+# needs the NDK sysroot to link. Folding it into the main workspace would
+# make `cargo build --workspace --all-targets` -- the host command RUST.md
+# and AGENTS.md both require to stay clean -- try to link a cdylib against
+# libraries that do not exist on this machine. See RUST.md's I2.
+
+[lib]
+name = "main"
+crate-type = ["cdylib"]
+
+[dependencies]
+iris = { path = "../" }
+android-view = { git = "https://github.com/rust-mobile/android-view.git", rev = "bec6c62a96cef8239b0fd7fedeef9b184d02e3a1" }
+android_logger = "0.15.0"
+log = "0.4.28"
+# `tabs-screen` (default, I2/I4's demo) and `transcript-screen` (I5's
+# Android integration) are mutually exclusive -- one `ActiveClient` type is
+# compiled in, never both (`lib.rs`'s doc comment) -- so both sets of deps
+# are optional and each screen's feature pulls in only its own. Without
+# this, building `--features transcript-screen` alone (default features
+# still on) left `tabs-ui` linked but never referenced under that cfg,
+# which Cargo's `unused_dependencies` lint (on by default) correctly flags.
+tabs-ui = { path = "../tabs-ui", optional = true }
+transcript-ui = { path = "../transcript-ui", optional = true }
+client-core = { path = "../../client-core", optional = true }
+event-model = { path = "../../event-model", optional = true }
+serde_json = { version = "1", features = ["float_roundtrip"], optional = true }
+# P0's bench build only (docs/RUST.md): `getrusage(RUSAGE_SELF)` for
+# process CPU time, matching `libc::getrusage`'s mention in that box over
+# parsing `/proc/self/stat` by hand and assuming `USER_HZ`. Already in the
+# workspace's own dependency tree transitively (`iris/Cargo.lock`, pinned
+# at 0.2.179) -- this makes it a direct dependency at the same version
+# rather than a second, possibly-drifting resolution.
+libc = { version = "0.2.179", optional = true }
+# P0's bench build only: the scroll animation and the streaming phase are
+# both a sequence of `sleep`s inside the async task `rsc.spawn_task` already
+# runs on iris's own tokio runtime (`iris/src/task.rs`'s `Tasks::init`), and
+# the battery sampler is a second, concurrent task on that same runtime
+# (`tokio::spawn`) -- so this crate needs `tokio` directly rather than only
+# through `iris`. `rt`+`time` only: no I/O, no macros, nothing this crate
+# doesn't call. Version matches the one `iris`'s own dependency tree already
+# resolves to (`iris/Cargo.lock`), so there is one copy of the runtime, not
+# two.
+tokio = { version = "1.53.1", features = ["rt", "time"], optional = true }
+
+[features]
+default = ["tabs-screen"]
+tabs-screen = ["dep:tabs-ui"]
+transcript-screen = ["dep:transcript-ui", "dep:client-core", "dep:event-model", "dep:serde_json"]
+# RUST.md's I5 "Where iris's frame time goes": forces the GLES backend
+# instead of SwiftShader's software Vulkan. See `iris/Cargo.toml`'s own doc
+# on the feature this forwards to.
+force-gles = ["iris/force-gles"]
+# P0's iris half (docs/RUST.md, docs/AGENTS.md's "The rigs"): the same
+# checked-in fixture, scroll loop and streaming phase the Compose `bench`
+# build type drives, run here against `transcript-ui`'s real screen with no
+# server. Depends on `transcript-screen` for `transcript-ui`/`client-core`/
+# `event-model` -- `lib.rs`'s `ActiveClient` selection gives this feature
+# priority over `transcript-screen`'s own `TranscriptClient` when both are
+# listed, which is how this crate's build command names both explicitly.
+bench = ["transcript-screen", "dep:libc", "dep:tokio"]
+
+[profile.release]
+panic = "abort"
+
+[profile.dev]
+panic = "abort"

iris/android-app/app/build.gradle

@@ -0,0 +1,61 @@
+plugins {
+    id("com.android.application")
+}
+
+// The Rust side (this directory's Cargo.toml) is built separately with
+// `cargo ndk`, straight into src/main/jniLibs/ -- see the repo-root
+// AGENTS.md-style comment at the top of Cargo.toml for why this crate
+// stays outside the main Rust workspace, and RUST.md's I2 for the exact
+// build command.
+android {
+    namespace = "dev.iris.android.demo"
+    compileSdk = 37
+
+    defaultConfig {
+        applicationId = "dev.iris.android.demo"
+        minSdk = 26
+        targetSdk = 34
+        versionCode = 1
+        versionName = "1.0"
+    }
+
+    // A release build must be signed, and the key is per machine rather than per repo -- same
+    // reasoning and the same key as `app/build-apk.sh` (the Compose app): it is what a phone
+    // recognises the app by, and a secret never lives in a checkout (the mount is shared with an
+    // untrusted VM). `build-apk.sh` generates this key once and points at it through the
+    // environment; without it a release build here is unsigned, which is fine for everything
+    // except installing.
+    def keystore = System.getenv("AI_APP_KEYSTORE")
+    signingConfigs {
+        if (keystore != null) {
+            release {
+                storeFile = file(keystore)
+                storePassword = System.getenv("AI_APP_KEYSTORE_PASSWORD")
+                keyAlias = "ai-app"
+                keyPassword = storePassword
+            }
+        }
+    }
+
+    buildTypes {
+        debug {
+        }
+        // P0's iris half (docs/RUST.md's P0 box): the build a phone actually runs. The `.so`
+        // itself is built separately with `cargo ndk --release --features "transcript-screen
+        // force-gles bench"` straight into src/main/jniLibs/ (this crate's own Cargo.toml) --
+        // Gradle here only packages and signs whatever is already there, the same division as the
+        // debug/tabs-screen build this project started with. `applicationIdSuffix` keeps it
+        // installable beside a debug build of the tabs demo rather than replacing it.
+        release {
+            applicationIdSuffix ".bench"
+            if (keystore != null) {
+                signingConfig = signingConfigs.release
+            }
+        }
+    }
+
+    compileOptions {
+        sourceCompatibility = JavaVersion.VERSION_17
+        targetCompatibility = JavaVersion.VERSION_17
+    }
+}

iris/android-app/app/src/main/AndroidManifest.xml

@@ -0,0 +1,31 @@
+<?xml version="1.0" encoding="utf-8"?>
+<manifest xmlns:android="http://schemas.android.com/apk/res/android">
+
+    <!-- Only needed by the transcript-screen feature (RUST.md's I5),
+         which talks to a real ai-server; the plain tabs demo (I2/I4) makes
+         no network call and never noticed this was missing. Absent,
+         UreqTransport::new's connect failed with EPERM (Operation not
+         permitted), not the ECONNREFUSED/ENETUNREACH a firewall or a dead
+         server would give: a seccomp-level socket denial reads nothing
+         like a network problem, which is what made it worth a comment. -->
+    <uses-permission android:name="android.permission.INTERNET" />
+
+    <application
+        android:allowBackup="true"
+        android:label="iris android-view demo"
+        android:theme="@android:style/Theme.Material.Light.NoActionBar">
+        <activity
+            android:name=".MainActivity"
+            android:configChanges="orientation|screenSize|screenLayout|keyboardHidden"
+            android:exported="true"
+            android:windowSoftInputMode="adjustResize">
+            <intent-filter>
+                <action android:name="android.intent.action.MAIN" />
+                <category android:name="android.intent.category.LAUNCHER" />
+            </intent-filter>
+
+            <meta-data android:name="android.app.lib_name" android:value="main" />
+        </activity>
+    </application>
+
+</manifest>

iris/android-app/app/src/main/java/dev/iris/android/demo/IrisView.java

@@ -0,0 +1,155 @@
+package dev.iris.android.demo;
+
+import android.app.Activity;
+import android.content.ClipData;
+import android.content.ClipboardManager;
+import android.content.Context;
+import android.view.Gravity;
+import android.view.View;
+import android.view.ViewGroup;
+import android.widget.Button;
+import android.widget.FrameLayout;
+import android.widget.LinearLayout;
+import android.widget.ScrollView;
+import android.widget.TextView;
+
+import org.linebender.android.rustview.RustView;
+
+/**
+ * android-view's abstract base plus the two native methods it has no hook
+ * for: window insets and unregistering this view's entry in
+ * iris::android::insets's side table. See iris/src/android/insets.rs's doc
+ * comment for why those could not ride along on an existing android-view
+ * callback the way the back gesture does.
+ */
+public final class IrisView extends RustView {
+    @Override
+    protected native long newViewPeer(Context context);
+
+    native void applyWindowInsetsNative(
+            long peer, int left, int top, int right, int bottom, int imeBottom);
+
+    native void unregisterInsetsNative(long peer);
+
+    public IrisView(Context context) {
+        super(context);
+    }
+
+    void applyWindowInsets(int left, int top, int right, int bottom, int imeBottom) {
+        applyWindowInsetsNative(mViewPeer, left, top, right, bottom, imeBottom);
+    }
+
+    @Override
+    protected void onDetachedFromWindow() {
+        unregisterInsetsNative(mViewPeer);
+        super.onDetachedFromWindow();
+    }
+
+    /**
+     * Called from the Rust side (iris/src/android/view.rs's
+     * `show_renderer_error`) when `AndroidRenderer::new` fails instead of
+     * drawing -- an ordinary instance method rather than a `native` one,
+     * since this call is Rust reaching into Java rather than the other
+     * direction. Replaces the whole activity content with plain,
+     * selectable, scrollable text rather than leaving the last frame (or a
+     * blank surface) on screen with no way to report what happened:
+     * UI_RULES.md's "a failure is reported where it happened, and says
+     * what to do next." No dialog and no styling beyond what is needed to
+     * read and copy the text -- this path exists for exactly the crash it
+     * replaces, so it must not depend on anything that could itself fail
+     * to render.
+     */
+    void showRendererError(String report) {
+        Context context = getContext();
+        if (!(context instanceof Activity)) {
+            return;
+        }
+        Activity activity = (Activity) context;
+        TextView text = new TextView(activity);
+        text.setText(report);
+        text.setTextIsSelectable(true);
+        text.setGravity(Gravity.TOP | Gravity.START);
+        int pad = (int) (16 * activity.getResources().getDisplayMetrics().density);
+        text.setPadding(pad, pad, pad, pad);
+        ScrollView scroll = new ScrollView(activity);
+        scroll.addView(text);
+        activity.setContentView(scroll);
+    }
+
+    private static final String DIAGNOSTICS_OVERLAY_TAG = "iris-diagnostics-overlay";
+
+    /**
+     * The bench build's keyboard diagnostics capture
+     * (`bench_client.rs`'s `on_insets_changed` /
+     * `capture_keyboard_diagnostics`, via `bench_jni.rs`'s
+     * `PlatformHandle::show_diagnostics_overlay`): unlike
+     * `showRendererError` above, this adds a panel *over* this view
+     * (`MainActivity`'s `FrameLayout` still holds `IrisView` underneath,
+     * running) rather than replacing the activity's content, and gives it
+     * a Copy button and a Close that removes the panel -- so it draws
+     * (and can be read) whether or not iris itself is still putting
+     * anything on screen, without abandoning the session that produced
+     * it. Runs on the UI thread regardless of which thread calls it,
+     * since the call comes from a background task (a delayed capture
+     * after the keyboard opens), and touching the view tree off the UI
+     * thread is undefined.
+     */
+    void showDiagnosticsOverlay(String report) {
+        Context context = getContext();
+        if (!(context instanceof Activity)) {
+            return;
+        }
+        Activity activity = (Activity) context;
+        activity.runOnUiThread(() -> {
+            ViewGroup parent = (ViewGroup) getParent();
+            if (parent == null) {
+                return;
+            }
+            View existing = parent.findViewWithTag(DIAGNOSTICS_OVERLAY_TAG);
+            if (existing != null) {
+                parent.removeView(existing);
+            }
+
+            float density = activity.getResources().getDisplayMetrics().density;
+            int pad = (int) (16 * density);
+
+            LinearLayout overlay = new LinearLayout(activity);
+            overlay.setTag(DIAGNOSTICS_OVERLAY_TAG);
+            overlay.setOrientation(LinearLayout.VERTICAL);
+            overlay.setBackgroundColor(0xEE000000);
+            overlay.setPadding(pad, pad, pad, pad);
+
+            TextView text = new TextView(activity);
+            text.setText(report);
+            text.setTextIsSelectable(true);
+            text.setTextColor(0xFFFFFFFF);
+            ScrollView scroll = new ScrollView(activity);
+            scroll.addView(text);
+            overlay.addView(scroll, new LinearLayout.LayoutParams(
+                    LinearLayout.LayoutParams.MATCH_PARENT, 0, 1f));
+
+            LinearLayout buttonRow = new LinearLayout(activity);
+            buttonRow.setOrientation(LinearLayout.HORIZONTAL);
+            buttonRow.setPadding(0, pad, 0, 0);
+
+            Button copy = new Button(activity);
+            copy.setText("Copy");
+            copy.setOnClickListener(v -> {
+                ClipboardManager clipboard =
+                        (ClipboardManager) activity.getSystemService(Context.CLIPBOARD_SERVICE);
+                if (clipboard != null) {
+                    clipboard.setPrimaryClip(ClipData.newPlainText("iris diagnostics", report));
+                }
+            });
+            Button close = new Button(activity);
+            close.setText("Close");
+            close.setOnClickListener(v -> parent.removeView(overlay));
+            buttonRow.addView(copy);
+            buttonRow.addView(close);
+            overlay.addView(buttonRow);
+
+            parent.addView(overlay, new FrameLayout.LayoutParams(
+                    FrameLayout.LayoutParams.MATCH_PARENT, FrameLayout.LayoutParams.MATCH_PARENT));
+        });
+    }
+}

iris/android-app/app/src/main/java/dev/iris/android/demo/MainActivity.java

@@ -0,0 +1,66 @@
+package dev.iris.android.demo;
+
+import android.app.Activity;
+import android.os.Build;
+import android.os.Bundle;
+import android.view.WindowInsets;
+import android.widget.FrameLayout;
+
+/**
+ * The android-view backend's demo activity (RUST.md's I2): one IrisView
+ * filling the window, running iris's tabs example through
+ * iris-android-app's Rust side. Mirrors android-view's own
+ * DemoActivity, plus the window-insets wiring that has no android-view
+ * counterpart.
+ */
+public final class MainActivity extends Activity {
+    static {
+        System.loadLibrary("main");
+    }
+
+    @Override
+    public void onCreate(Bundle state) {
+        super.onCreate(state);
+        IrisView view = new IrisView(this);
+        view.setLayoutParams(new FrameLayout.LayoutParams(
+                FrameLayout.LayoutParams.MATCH_PARENT, FrameLayout.LayoutParams.MATCH_PARENT));
+        view.setFocusable(true);
+        view.setFocusableInTouchMode(true);
+        FrameLayout layout = new FrameLayout(this);
+        layout.addView(view);
+        setContentView(layout);
+        view.requestFocus();
+
+        view.setOnApplyWindowInsetsListener((v, insets) -> {
+            int left = insets.getSystemWindowInsetLeft();
+            int top = insets.getSystemWindowInsetTop();
+            int right = insets.getSystemWindowInsetRight();
+            int bottom = insets.getSystemWindowInsetBottom();
+            // The manifest declares adjustResize (AGENTS.md: without it the
+            // keyboard pans the whole window instead of resizing it), and
+            // under adjustResize the window itself shrinks to make room for
+            // the keyboard -- which is exactly the condition under which
+            // WindowInsets.Type.ime()'s own *inset amount* reports zero: it
+            // measures how much of the window the keyboard overlaps, and
+            // resize already made that overlap zero by construction. That
+            // numeric inset is not a usable "is the keyboard open" signal
+            // here (found while root-causing why bench_client.rs's keyboard
+            // phase and auto-diagnostics never fired on the emulator despite
+            // the keyboard visibly opening -- RUST.md's P0 box). What does
+            // survive adjustResize is the boolean isVisible() answer, set
+            // from the platform's own start/end of the transition over a
+            // different path than the inset amount -- the same fact
+            // AGENTS.md's "Things that have bitten" already names for the
+            // Compose side's identical trap. Passed through as a 0/1 stand-
+            // in for the ime_bottom pixel amount, since nothing on the Rust
+            // side reads it as a real pixel value -- only `> 0.0`.
+            int imeBottom = 0;
+            if (Build.VERSION.SDK_INT >= Build.VERSION_CODES.R
+                    && insets.isVisible(WindowInsets.Type.ime())) {
+                imeBottom = 1;
+            }
+            ((IrisView) v).applyWindowInsets(left, top, right, bottom, imeBottom);
+            return insets;
+        });
+    }
+}

iris/android-app/app/src/main/java/org/linebender/android/rustview/RustInputConnection.java

@@ -0,0 +1,153 @@
+package org.linebender.android.rustview;
+
+import android.os.Bundle;
+import android.os.Handler;
+import android.view.KeyEvent;
+import android.view.inputmethod.CompletionInfo;
+import android.view.inputmethod.CorrectionInfo;
+import android.view.inputmethod.ExtractedText;
+import android.view.inputmethod.ExtractedTextRequest;
+import android.view.inputmethod.InputConnection;
+import android.view.inputmethod.InputContentInfo;
+
+class RustInputConnection implements InputConnection {
+    private final RustView mView;
+
+    RustInputConnection(RustView view) {
+        mView = view;
+    }
+
+    private long getViewPeer() {
+        return mView.mViewPeer;
+    }
+
+    @Override
+    public CharSequence getTextBeforeCursor(int n, int flags) {
+        return mView.getTextBeforeCursorNative(getViewPeer(), n);
+    }
+
+    @Override
+    public CharSequence getTextAfterCursor(int n, int flags) {
+        return mView.getTextAfterCursorNative(getViewPeer(), n);
+    }
+
+    @Override
+    public CharSequence getSelectedText(int flags) {
+        return mView.getSelectedTextNative(getViewPeer());
+    }
+
+    @Override
+    public int getCursorCapsMode(int reqModes) {
+        return mView.getCursorCapsModeNative(getViewPeer(), reqModes);
+    }
+
+    @Override
+    public ExtractedText getExtractedText(ExtractedTextRequest request, int flags) {
+        return null;
+    }
+
+    @Override
+    public boolean deleteSurroundingText(int beforeLength, int afterLength) {
+        return mView.deleteSurroundingTextNative(getViewPeer(), beforeLength, afterLength);
+    }
+
+    @Override
+    public boolean deleteSurroundingTextInCodePoints(int beforeLength, int afterLength) {
+        return mView.deleteSurroundingTextInCodePointsNative(getViewPeer(), beforeLength, afterLength);
+    }
+
+    @Override
+    public boolean setComposingText(CharSequence text, int newCursorPosition) {
+        return mView.setComposingTextNative(getViewPeer(), text.toString(), newCursorPosition);
+    }
+
+    @Override
+    public boolean setComposingRegion(int start, int end) {
+        return mView.setComposingRegionNative(getViewPeer(), start, end);
+    }
+
+    @Override
+    public boolean finishComposingText() {
+        return mView.finishComposingTextNative(getViewPeer());
+    }
+
+    @Override
+    public boolean commitText(CharSequence text, int newCursorPosition) {
+        return mView.commitTextNative(getViewPeer(), text.toString(), newCursorPosition);
+    }
+
+    @Override
+    public boolean commitCompletion(CompletionInfo text) {
+        return false;
+    }
+
+    @Override
+    public boolean commitCorrection(CorrectionInfo correctionInfo) {
+        return false;
+    }
+
+    @Override
+    public boolean setSelection(int start, int end) {
+        return mView.setSelectionNative(getViewPeer(), start, end);
+    }
+
+    @Override
+    public boolean performEditorAction(int editorAction) {
+        return mView.performEditorActionNative(getViewPeer(), editorAction);
+    }
+
+    @Override
+    public boolean performContextMenuAction(int id) {
+        return mView.performContextMenuActionNative(getViewPeer(), id);
+    }
+
+    @Override
+    public boolean beginBatchEdit() {
+        return mView.beginBatchEditNative(getViewPeer());
+    }
+
+    @Override
+    public boolean endBatchEdit() {
+        return mView.endBatchEditNative(getViewPeer());
+    }
+
+    @Override
+    public boolean sendKeyEvent(KeyEvent event) {
+        return mView.inputConnectionSendKeyEventNative(getViewPeer(), event);
+    }
+
+    @Override
+    public boolean clearMetaKeyStates(int states) {
+        return mView.inputConnectionClearMetaKeyStatesNative(getViewPeer(), states);
+    }
+
+    @Override
+    public boolean reportFullscreenMode(boolean enabled) {
+        return mView.inputConnectionReportFullscreenModeNative(getViewPeer(), enabled);
+    }
+
+    @Override
+    public boolean performPrivateCommand(String action, Bundle data) {
+        return false;
+    }
+
+    @Override
+    public boolean requestCursorUpdates(int cursorUpdateMode) {
+        return mView.requestCursorUpdatesNative(getViewPeer(), cursorUpdateMode);
+    }
+
+    @Override
+    public Handler getHandler() {
+        return null;
+    }
+
+    @Override
+    public void closeConnection() {
+        mView.closeInputConnectionNative(getViewPeer());
+    }
+
+    @Override
+    public boolean commitContent(InputContentInfo inputContentInfo, int flags, Bundle opts) {
+        return false;
+    }
+}

iris/android-app/app/src/main/java/org/linebender/android/rustview/RustView.java

@@ -0,0 +1,291 @@
+package org.linebender.android.rustview;
+
+import android.content.Context;
+import android.graphics.Rect;
+import android.os.Bundle;
+import android.view.Choreographer;
+import android.view.KeyEvent;
+import android.view.MotionEvent;
+import android.view.SurfaceHolder;
+import android.view.SurfaceView;
+import android.view.accessibility.AccessibilityNodeInfo;
+import android.view.accessibility.AccessibilityNodeProvider;
+import android.view.inputmethod.EditorInfo;
+import android.view.inputmethod.InputConnection;
+import android.view.inputmethod.InputMethodManager;
+
+public abstract class RustView extends SurfaceView
+        implements SurfaceHolder.Callback, Choreographer.FrameCallback {
+    // Vendored from android-view (bec6c62, https://github.com/rust-mobile/android-view)
+    // with one deliberate change: `protected` rather than package-private, so a
+    // subclass in a different package (dev.iris.android.demo.IrisView) can pass
+    // it to the window-insets native call android-view itself has no hook for --
+    // see iris/src/android/insets.rs's doc comment for why that call exists at
+    // all. No other line differs from upstream.
+    protected final long mViewPeer;
+    final InputMethodManager mInputMethodManager;
+
+    protected abstract long newViewPeer(Context context);
+
+    public RustView(Context context) {
+        super(context);
+        mViewPeer = newViewPeer(context);
+        getHolder().addCallback(this);
+        mInputMethodManager =
+                (InputMethodManager) context.getSystemService(Context.INPUT_METHOD_SERVICE);
+    }
+
+    private native int[] onMeasureNative(long peer, int widthSpec, int heightSpec);
+
+    @Override
+    protected void onMeasure(int widthSpec, int heightSpec) {
+        int[] result = onMeasureNative(mViewPeer, widthSpec, heightSpec);
+        if (result != null) {
+            setMeasuredDimension(result[0], result[1]);
+        } else {
+            super.onMeasure(widthSpec, heightSpec);
+        }
+    }
+
+    private native void onLayoutNative(
+            long peer, boolean changed, int left, int top, int right, int bottom);
+
+    @Override
+    protected void onLayout(boolean changed, int left, int top, int right, int bottom) {
+        onLayoutNative(mViewPeer, changed, left, top, right, bottom);
+        super.onLayout(changed, left, top, right, bottom);
+    }
+
+    private native void onSizeChangedNative(long peer, int w, int h, int oldw, int oldh);
+
+    @Override
+    protected void onSizeChanged(int w, int h, int oldw, int oldh) {
+        onSizeChangedNative(mViewPeer, w, h, oldw, oldh);
+        super.onSizeChanged(w, h, oldw, oldh);
+    }
+
+    private native boolean onKeyDownNative(long peer, int keyCode, KeyEvent event);
+
+    @Override
+    public boolean onKeyDown(int keyCode, KeyEvent event) {
+        return onKeyDownNative(mViewPeer, keyCode, event) || super.onKeyDown(keyCode, event);
+    }
+
+    private native boolean onKeyUpNative(long peer, int keyCode, KeyEvent event);
+
+    @Override
+    public boolean onKeyUp(int keyCode, KeyEvent event) {
+        return onKeyUpNative(mViewPeer, keyCode, event) || super.onKeyUp(keyCode, event);
+    }
+
+    private native boolean onTrackballEventNative(long peer, MotionEvent event);
+
+    @Override
+    public boolean onTrackballEvent(MotionEvent event) {
+        return onTrackballEventNative(mViewPeer, event) || super.onTrackballEvent(event);
+    }
+
+    private native boolean onTouchEventNative(long peer, MotionEvent event);
+
+    @Override
+    public boolean onTouchEvent(MotionEvent event) {
+        return onTouchEventNative(mViewPeer, event) || super.onTouchEvent(event);
+    }
+
+    private native boolean onGenericMotionEventNative(long peer, MotionEvent event);
+
+    @Override
+    public boolean onGenericMotionEvent(MotionEvent event) {
+        return onGenericMotionEventNative(mViewPeer, event) || super.onGenericMotionEvent(event);
+    }
+
+    private native boolean onHoverEventNative(long peer, MotionEvent event);
+
+    @Override
+    public boolean onHoverEvent(MotionEvent event) {
+        return onHoverEventNative(mViewPeer, event) || super.onHoverEvent(event);
+    }
+
+    private native void onFocusChangedNative(
+            long peer, boolean gainFocus, int direction, Rect previouslyFocusedRect);
+
+    @Override
+    protected void onFocusChanged(boolean gainFocus, int direction, Rect previouslyFocusedRect) {
+        super.onFocusChanged(gainFocus, direction, previouslyFocusedRect);
+        onFocusChangedNative(mViewPeer, gainFocus, direction, previouslyFocusedRect);
+    }
+
+    private native void onWindowFocusChangedNative(long peer, boolean hasWindowFocus);
+
+    @Override
+    public void onWindowFocusChanged(boolean hasWindowFocus) {
+        super.onWindowFocusChanged(hasWindowFocus);
+        onWindowFocusChangedNative(mViewPeer, hasWindowFocus);
+    }
+
+    private native void onAttachedToWindowNative(long peer);
+
+    @Override
+    protected void onAttachedToWindow() {
+        super.onAttachedToWindow();
+        onAttachedToWindowNative(mViewPeer);
+    }
+
+    private native void onDetachedFromWindowNative(long peer);
+
+    @Override
+    protected void onDetachedFromWindow() {
+        super.onDetachedFromWindow();
+        onDetachedFromWindowNative(mViewPeer);
+    }
+
+    private native void onWindowVisibilityChangedNative(long peer, int visibility);
+
+    @Override
+    protected void onWindowVisibilityChanged(int visibility) {
+        super.onWindowVisibilityChanged(visibility);
+        onWindowVisibilityChangedNative(mViewPeer, visibility);
+    }
+
+    private native void surfaceCreatedNative(long peer, SurfaceHolder holder);
+
+    @Override
+    public void surfaceCreated(SurfaceHolder holder) {
+        surfaceCreatedNative(mViewPeer, holder);
+    }
+
+    private native void surfaceChangedNative(
+            long peer, SurfaceHolder holder, int format, int width, int height);
+
+    @Override
+    public void surfaceChanged(SurfaceHolder holder, int format, int width, int height) {
+        surfaceChangedNative(mViewPeer, holder, format, width, height);
+    }
+
+    private native void surfaceDestroyedNative(long peer, SurfaceHolder holder);
+
+    @Override
+    public void surfaceDestroyed(SurfaceHolder holder) {
+        surfaceDestroyedNative(mViewPeer, holder);
+    }
+
+    void postFrameCallback() {
+        Choreographer c = Choreographer.getInstance();
+        c.removeFrameCallback(this);
+        c.postFrameCallback(this);
+    }
+
+    void removeFrameCallback() {
+        Choreographer.getInstance().removeFrameCallback(this);
+    }
+
+    private native void doFrameNative(long peer, long frameTimeNanos);
+
+    @Override
+    public void doFrame(long frameTimeNanos) {
+        doFrameNative(mViewPeer, frameTimeNanos);
+    }
+
+    private native void delayedCallbackNative(long peer);
+
+    private final Runnable mDelayedCallback =
+            new Runnable() {
+                @Override
+                public void run() {
+                    delayedCallbackNative(mViewPeer);
+                }
+            };
+
+    boolean postDelayed(long delayMillis) {
+        return postDelayed(mDelayedCallback, delayMillis);
+    }
+
+    boolean removeDelayedCallbacks() {
+        return removeCallbacks(mDelayedCallback);
+    }
+
+    private native boolean hasAccessibilityNodeProviderNative(long peer);
+
+    private native AccessibilityNodeInfo createAccessibilityNodeInfoNative(
+            long peer, int virtualViewId);
+
+    private native AccessibilityNodeInfo accessibilityFindFocusNative(long peer, int virtualViewId);
+
+    private native boolean performAccessibilityActionNative(
+            long peer, int virtualViewId, int action, Bundle arguments);
+
+    @Override
+    public AccessibilityNodeProvider getAccessibilityNodeProvider() {
+        if (!hasAccessibilityNodeProviderNative(mViewPeer)) {
+            return super.getAccessibilityNodeProvider();
+        }
+        return new AccessibilityNodeProvider() {
+            @Override
+            public AccessibilityNodeInfo createAccessibilityNodeInfo(int virtualViewId) {
+                return createAccessibilityNodeInfoNative(mViewPeer, virtualViewId);
+            }
+
+            @Override
+            public AccessibilityNodeInfo findFocus(int focusType) {
+                return accessibilityFindFocusNative(mViewPeer, focusType);
+            }
+
+            @Override
+            public boolean performAction(int virtualViewId, int action, Bundle arguments) {
+                return performAccessibilityActionNative(
+                        mViewPeer, virtualViewId, action, arguments);
+            }
+        };
+    }
+
+    private native boolean onCreateInputConnectionNative(long peer, EditorInfo outAttrs);
+
+    @Override
+    public InputConnection onCreateInputConnection(EditorInfo outAttrs) {
+        if (!onCreateInputConnectionNative(mViewPeer, outAttrs)) {
+            return null;
+        }
+        return new RustInputConnection(this);
+    }
+
+    native String getTextBeforeCursorNative(long peer, int n);
+
+    native String getTextAfterCursorNative(long peer, int n);
+
+    native String getSelectedTextNative(long peer);
+
+    native int getCursorCapsModeNative(long peer, int reqModes);
+
+    native boolean deleteSurroundingTextNative(long peer, int beforeLength, int afterLength);
+
+    native boolean deleteSurroundingTextInCodePointsNative(
+            long peer, int beforeLength, int afterLength);
+
+    native boolean setComposingTextNative(long peer, String text, int newCursorPosition);
+
+    native boolean setComposingRegionNative(long peer, int start, int end);
+
+    native boolean finishComposingTextNative(long peer);
+
+    native boolean commitTextNative(long peer, String text, int newCursorPosition);
+
+    native boolean setSelectionNative(long peer, int start, int end);
+
+    native boolean performEditorActionNative(long peer, int editorAction);
+
+    native boolean performContextMenuActionNative(long peer, int id);
+
+    native boolean beginBatchEditNative(long peer);
+
+    native boolean endBatchEditNative(long peer);
+
+    native boolean inputConnectionSendKeyEventNative(long peer, KeyEvent event);
+
+    native boolean inputConnectionClearMetaKeyStatesNative(long peer, int states);
+
+    native boolean inputConnectionReportFullscreenModeNative(long peer, boolean enabled);
+
+    native boolean requestCursorUpdatesNative(long peer, int cursorUpdateMode);
+
+    native void closeInputConnectionNative(long peer);
+}

iris/android-app/build-apk.sh

@@ -0,0 +1,90 @@
+#!/bin/sh
+# Builds iris-android-app end to end: the cdylib (cargo ndk, straight into
+# app/src/main/jniLibs/) then the APK (Gradle). Written to stop re-typing
+# the same incantation by hand every time (ANDROID_HOME/NDK exports, the
+# cargo ndk invocation, the keystore env for a release build, apksigner/
+# aapt2 verification) -- see docs/RUST.md's P0 box. Same shape as `app/
+# build-apk.sh` (the Compose app's own build script) and `app/
+# iris-scroll.sh` (no coordinates, set -eu, exit 0 on success).
+#
+# Usage: ./build-apk.sh [debug|release] [--abi arm64-v8a|x86_64] [--features "a b c"]
+#   debug/release default to debug (matches this-machine-android's "the
+#   emulator stays on debug" rule -- pass `release` explicitly for a phone
+#   build). --abi defaults to arm64-v8a (a phone/real device); pass
+#   x86_64 for this checkout's own AVD. --features defaults to
+#   "transcript-screen bench" -- deliberately *without* `force-gles`, unlike
+#   an earlier version of this default. `force-gles` (`iris/Cargo.toml`'s
+#   own doc) exists only to force the emulator off its default software
+#   Vulkan and onto GLES for one specific measurement (RUST.md's I5, "Where
+#   iris's frame time goes") -- it was never meant to reach a real device,
+#   but this script's old default put it in every arm64 build regardless,
+#   so the P0 bench APK delivered to Iris's phone forced GLES there too.
+#   That is the named hypothesis in RUST.md's P0 box ("iris bench crash on
+#   the phone, 2026-09-06"): a real Vulkan driver is what a phone should
+#   run, and GLES is the backend the same box's own SwiftShader finding
+#   already flagged as the fragile one for this shader's storage buffers.
+#   Pass `--features "transcript-screen force-gles bench"` explicitly for
+#   an emulator backend-isolation run; never for a build meant for a phone.
+set -eu
+cd "$(dirname "$0")"
+
+BUILD_TYPE="debug"
+ABI="arm64-v8a"
+FEATURES="transcript-screen bench"
+case "${1:-}" in
+    debug|release) BUILD_TYPE="$1"; shift ;;
+esac
+while [ $# -gt 0 ]; do
+    case "$1" in
+        --abi) ABI="$2"; shift 2 ;;
+        --features) FEATURES="$2"; shift 2 ;;
+        *) echo "build-apk.sh: unknown argument: $1" >&2; exit 1 ;;
+    esac
+done
+
+SDK_ROOT="$HOME/Android/Sdk"
+export ANDROID_HOME="$SDK_ROOT"
+export ANDROID_SDK_ROOT="$SDK_ROOT"
+NDK_DIR=$(ls -d "$SDK_ROOT"/ndk/*/ 2>/dev/null | sort -V | tail -1)
+if [ -z "$NDK_DIR" ]; then
+    echo "build-apk.sh: no NDK found under $SDK_ROOT/ndk" >&2
+    exit 1
+fi
+export ANDROID_NDK_HOME="$NDK_DIR"
+
+echo "build-apk.sh: cargo ndk -t $ABI build ${BUILD_TYPE:+(${BUILD_TYPE})} --features \"$FEATURES\""
+if [ "$BUILD_TYPE" = "release" ]; then
+    cargo ndk -t "$ABI" -P 26 -o app/src/main/jniLibs/ build --release --features "$FEATURES"
+else
+    cargo ndk -t "$ABI" -P 26 -o app/src/main/jniLibs/ build --features "$FEATURES"
+fi
+
+GRADLE_TASK="assembleDebug"
+APK_DIR="app/build/outputs/apk/debug"
+APK_NAME="app-debug.apk"
+if [ "$BUILD_TYPE" = "release" ]; then
+    GRADLE_TASK="assembleRelease"
+    APK_DIR="app/build/outputs/apk/release"
+    APK_NAME="app-release.apk"
+    # Same key `app/build-apk.sh` (the Compose app) generates once under
+    # ~/.config/ai-app/release.jks -- see AGENTS.md's "Checking your work".
+    export AI_APP_KEYSTORE="$HOME/.config/ai-app/release.jks"
+    if [ ! -f "$AI_APP_KEYSTORE" ]; then
+        echo "build-apk.sh: no release key at $AI_APP_KEYSTORE -- run app/build-apk.sh once first" >&2
+        exit 1
+    fi
+    export AI_APP_KEYSTORE_PASSWORD
+    AI_APP_KEYSTORE_PASSWORD=$(cat "$AI_APP_KEYSTORE.password")
+fi
+
+gradle ":app:$GRADLE_TASK" --console=plain
+
+APK_PATH="$(pwd)/$APK_DIR/$APK_NAME"
+BUILD_TOOLS=$(ls -d "$SDK_ROOT"/build-tools/*/ | sort -V | tail -1)
+echo "--- aapt2 dump badging ---"
+"${BUILD_TOOLS}aapt2" dump badging "$APK_PATH" | head -5
+if [ "$BUILD_TYPE" = "release" ]; then
+    echo "--- apksigner verify ---"
+    "${BUILD_TOOLS}apksigner" verify --print-certs "$APK_PATH"
+fi
+echo "$APK_PATH"

iris/android-app/build.gradle

@@ -0,0 +1,3 @@
+plugins {
+    id("com.android.application") version "9.4.0" apply false
+}

iris/android-app/build.rs

@@ -0,0 +1,100 @@
+// Only does anything under the `transcript-screen` feature (RUST.md's I5
+// Android integration) -- the plain tabs build (I2/I4) needs none of this
+// and stays untouched, same reasoning as the feature gate in Cargo.toml.
+//
+// Bakes the sandbox server's host, port, token and pinned CA in at build
+// time, the same way `app/androidApp/build.gradle.kts`'s
+// `GeneratePinnedCert` task bakes the CA for the Compose app -- see that
+// file's comment for why reading the machine's own certificate at build
+// time is the right trust boundary. This build additionally bakes the
+// host/port/token, which the Compose app does not: that app enrolls at
+// runtime from a scanned QR/deep link, and a from-scratch enrollment UI
+// (Keystore-sealed token storage, a QR/link scanner) is real, separate
+// scope this integration does not need to build to answer RUST.md's
+// question -- there is nothing here yet resembling `ServerConfig.kt`. So
+// this is a **deliberate simplification for this rig only**: an APK built
+// this way is good for exactly the emulator/server pair that built it, and
+// must never be treated as a template for a real enrollment flow. Recorded
+// in RUST.md's I5 box rather than left to be rediscovered.
+use std::path::PathBuf;
+
+fn main() {
+    if std::env::var_os("CARGO_FEATURE_TRANSCRIPT_SCREEN").is_none() {
+        return;
+    }
+    // P0's bench build (docs/RUST.md) opens the checked-in fixture with no
+    // server at all -- `bench_client.rs` never references the `pinned`
+    // module this generates, so requiring a live server's host/port/token/
+    // CA to build it (as plain `transcript-screen` does, below) would be a
+    // pointless requirement for a build that talks to nothing.
+    if std::env::var_os("CARGO_FEATURE_BENCH").is_some() {
+        return;
+    }
+    println!("cargo:rerun-if-env-changed=AI_APP_TRANSCRIPT_HOST");
+    println!("cargo:rerun-if-env-changed=AI_APP_TRANSCRIPT_PORT");
+    println!("cargo:rerun-if-env-changed=AI_APP_TRANSCRIPT_TOKEN");
+    println!("cargo:rerun-if-env-changed=AI_APP_CA");
+    println!("cargo:rerun-if-env-changed=XDG_CONFIG_HOME");
+
+    let host = require_env(
+        "AI_APP_TRANSCRIPT_HOST",
+        "the sandbox server's host as the emulator reaches it, e.g. 10.0.2.2",
+    );
+    let port = require_env(
+        "AI_APP_TRANSCRIPT_PORT",
+        "the sandbox server's port -- app/ui-sandbox.sh's start banner prints it",
+    );
+    let token = require_env(
+        "AI_APP_TRANSCRIPT_TOKEN",
+        "the bearer token -- ~/.config/ai-app/sandbox-token, or the start banner's enrollment link",
+    );
+
+    let ca_path = std::env::var_os("AI_APP_CA")
+        .map(PathBuf::from)
+        .unwrap_or_else(|| {
+            let base = std::env::var_os("XDG_CONFIG_HOME")
+                .map(PathBuf::from)
+                .unwrap_or_else(|| {
+                    let home = std::env::var_os("HOME").expect("HOME must be set");
+                    PathBuf::from(home).join(".config")
+                });
+            base.join("ai-app").join("certs").join("ca.pem")
+        });
+    let ca_pem = std::fs::read_to_string(&ca_path).unwrap_or_else(|e| {
+        panic!(
+            "no CA certificate at {} ({e}).\n\
+             Start ai-server (or app/ui-sandbox.sh) once on this machine first -- it \
+             generates the CA this build pins. Set AI_APP_CA=/path/to/ca.pem to build \
+             against a different one.",
+            ca_path.display()
+        )
+    });
+    let ca_pem = ca_pem.trim();
+    if !ca_pem.starts_with("-----BEGIN CERTIFICATE-----") {
+        panic!("{} is not a PEM certificate.", ca_path.display());
+    }
+
+    let out_dir = PathBuf::from(std::env::var_os("OUT_DIR").unwrap());
+    let generated = format!(
+        "// Generated by build.rs from {host}:{port} and {ca}. Do not edit.\n\
+         pub const HOST: &str = {host_lit:?};\n\
+         pub const PORT: u16 = {port};\n\
+         pub const TOKEN: &str = {token_lit:?};\n\
+         pub const CA_PEM: &str = {ca_lit:?};\n",
+        host = host,
+        port = port
+            .parse::<u16>()
+            .unwrap_or_else(|e| panic!("AI_APP_TRANSCRIPT_PORT={port:?} is not a u16: {e}")),
+        ca = ca_path.display(),
+        host_lit = host,
+        token_lit = token,
+        ca_lit = ca_pem,
+    );
+    std::fs::write(out_dir.join("pinned_config.rs"), generated).unwrap();
+}
+
+fn require_env(name: &str, what: &str) -> String {
+    std::env::var(name).unwrap_or_else(|_| {
+        panic!("{name} must be set to build the transcript-screen feature -- {what}")
+    })
+}

iris/android-app/run-bench.sh

@@ -0,0 +1,69 @@
+#!/bin/sh
+# Installs and runs the iris `bench` build on this checkout's own emulator
+# (per this-machine-android's per-checkout-AVD rule; `emu serial` picks it)
+# and prints the report -- the iris half of `app/transcript-bench.sh`'s
+# job. No coordinates: the button is found by its accessibility label
+# through `ui-trace`, per AGENTS.md's "Driving the UI".
+#
+# Usage: ./run-bench.sh [--apk PATH]
+#   Defaults to this checkout's own release APK
+#   (app/build/outputs/apk/release/app-release.apk) if it exists, else the
+#   debug one -- build one first with ./build-apk.sh.
+set -eu
+cd "$(dirname "$0")"
+
+APK=""
+while [ $# -gt 0 ]; do
+    case "$1" in
+        --apk) APK="$2"; shift 2 ;;
+        *) echo "run-bench.sh: unknown argument: $1" >&2; exit 1 ;;
+    esac
+done
+if [ -z "$APK" ]; then
+    if [ -f app/build/outputs/apk/release/app-release.apk ]; then
+        APK=app/build/outputs/apk/release/app-release.apk
+    else
+        APK=app/build/outputs/apk/debug/app-debug.apk
+    fi
+fi
+if [ ! -f "$APK" ]; then
+    echo "run-bench.sh: no APK at $APK -- run ./build-apk.sh first" >&2
+    exit 1
+fi
+
+SERIAL=$(emu serial)
+PKG=$(aapt2 dump badging "$APK" 2>/dev/null | sed -n "s/^package: name='\\([^']*\\)'.*/\\1/p")
+if [ -z "$PKG" ]; then
+    BUILD_TOOLS=$(ls -d "$HOME"/Android/Sdk/build-tools/*/ | sort -V | tail -1)
+    PKG=$("${BUILD_TOOLS}aapt2" dump badging "$APK" | sed -n "s/^package: name='\\([^']*\\)'.*/\\1/p")
+fi
+
+echo "run-bench.sh: installing $APK ($PKG) on $SERIAL"
+adb -s "$SERIAL" install -r "$APK" >/dev/null
+adb -s "$SERIAL" shell am force-stop "$PKG"
+adb -s "$SERIAL" logcat -c
+adb -s "$SERIAL" shell am start -n "$PKG/dev.iris.android.demo.MainActivity" >/dev/null
+
+ui-trace record -s "$SERIAL" -d 3000 --do "tap 'Run benchmark'" -o /tmp/run-bench-tap.txt >/dev/null
+
+# Poll for the report line rather than a fixed sleep -- the run itself is
+# a fixed script (RUST.md's "Benchmark v2": 16 flings, a 20s streaming
+# phase, ~61s of typing, 10s of keyboard toggles, roughly 2.5 minutes end
+# to end) but device speed varies. 260s cap rather than v1's 90s -- v2 is
+# a longer script than v1's swipe-loop-only run.
+i=0
+while [ "$i" -lt 260 ]; do
+    LINE=$(adb -s "$SERIAL" logcat -d -s iris-android-app:I 2>/dev/null | grep "iris bench report:" || true)
+    if [ -n "$LINE" ]; then
+        break
+    fi
+    i=$((i + 1))
+    sleep 1
+done
+if [ -z "$LINE" ]; then
+    echo "run-bench.sh: no report after 260s -- check logcat by hand" >&2
+    exit 1
+fi
+# -A 60 rather than v1's -A 6 -- v2's report has a per-phase block (four
+# phases, four lines each) on top of the frames/bench sections v1 had.
+adb -s "$SERIAL" logcat -d -s iris-android-app:I | grep -A 60 "iris bench report:"

iris/android-app/settings.gradle

@@ -0,0 +1,15 @@
+pluginManagement {
+    repositories {
+        google()
+        mavenCentral()
+        gradlePluginPortal()
+    }
+}
+dependencyResolutionManagement {
+    repositories {
+        google()
+        mavenCentral()
+    }
+}
+rootProject.name = "iris-android-demo"
+include(":app")

iris/android-app/src/bench_client.rs

@@ -0,0 +1,1000 @@
+//! P0's iris half (docs/RUST.md's P0 box, docs/AGENTS.md's "The rigs"):
+//! the same fixture, scroll loop and streaming phase the Compose `bench`
+//! build type's `BenchRun.kt`/`BenchFixture.kt` drive, run here against
+//! `transcript-ui`'s real screen with no server -- a frame-time comparison
+//! that measures the renderer rather than the data or the network.
+//!
+//! **Reuses `transcript_client.rs`'s shape** (folded items, the same
+//! `TranscriptScreen::apply` incremental update on every event) with the
+//! network half replaced by the checked-in fixture, embedded with
+//! `include_str!` -- `app/bench-fixture/assets/transcript.jsonl`,
+//! 1,915,760 bytes, generated by `app/bench-fixture/generate.py` and never
+//! a real transcript (that file's own README). The first 3,200 lines are
+//! the opening backlog, folded once through
+//! `client_core::transcript_fold::fold_page` exactly as a real
+//! `/transcript` page would be (then a full `transcript_ui::build_tree`,
+//! same as any first load); the remaining ~400 are the streaming tail,
+//! replayed one at a time through `fold_event` -- the same fold path a
+//! live SSE reply arrives on -- by the "Run benchmark" control below.
+//! Streaming through `apply` rather than a full rebuild per event is what
+//! this file exists to measure -- see docs/RUST.md's P0 box for the
+//! before/after report.
+
+use crate::bench_jni::PlatformHandle;
+use android_view::jni::{JavaVM, objects::GlobalRef};
+use client_core::transcript_fold::{TranscriptItem, fold_event, fold_page, group_tool_runs};
+use event_model::SeqEvent;
+use iris::android::{AndroidAppState, AndroidRsc, AndroidUiState, HasAndroidUiState};
+use iris::prelude::*;
+use std::sync::atomic::{AtomicBool, Ordering};
+use std::sync::{Arc, Mutex};
+use std::time::{Duration, Instant};
+
+/// bench-fixture/README.md: the first `BACKLOG_COUNT` non-blank lines are
+/// the opening window; the rest are the streaming tail. Kept in sync with
+/// `BenchFixture.kt`'s identical constant by hand -- both read the same
+/// checked-in file, so a mismatch would only mean the two apps' bench
+/// builds open a different split of it, not a wrong-vs-right answer.
+const BACKLOG_COUNT: usize = 3200;
+
+/// RUST.md's "Benchmark v2" spec, written once so both apps' bench clients
+/// implement the identical four phases -- see that box before changing any
+/// constant here, since a mismatch would make the two reports stop
+/// measuring the same thing while still looking like they do.
+const STREAM_EVENTS_PER_SEC: u64 = 20;
+const STREAM_SECONDS: u64 = 20;
+
+/// Kept only so this phase's own label text still reads "scroll: 6 cycles
+/// (24 swipes, legacy tween)" the way `BenchRun.kt`'s v2 report does --
+/// `docs/bench/compose-phone-v2-2026-09-06.md`'s own report shows this
+/// exact line even though the swipe loop it names no longer runs there
+/// either (the fling phase replaced it); nothing here drives an actual
+/// swipe with these any more.
+const LEGACY_CYCLES: usize = 6;
+
+/// Fling phase (v2): a real fling through `List::fling`, not a tween --
+/// Iris's ask was that it "travel way faster" than the v1 swipe, and a
+/// tween can never exceed the distance/time it is given while a real
+/// fling decays from an initial velocity the way a finger flick does.
+/// 12,000 px/s matches `BenchRun.kt`'s own constant exactly.
+const FLING_VELOCITY_PX_S: f32 = 12_000.0;
+const FLING_COUNT: usize = 8;
+const FLING_SETTLE_CAP_MS: u64 = 3_000;
+const FLING_PAUSE_MS: u64 = 300;
+
+/// Type phase (v2): long, multisyllabic words so the composer actually
+/// wraps and the transcript above it is pushed upward, typed and deleted
+/// one character per `TYPE_CHAR_MS`. Exactly `BenchRun.TYPE_TEXT` --
+/// verified 600 characters by `type_text_is_exactly_600_characters` below.
+const TYPE_TEXT: &str = "Benchmarking this transcript screen requires unusually long, \
+multisyllabic words so wrapping and reflow are properly exercised: internationalization, \
+counterproductiveness, disproportionately, incomprehensibility, deinstitutionalization, \
+uncharacteristically, overenthusiastically, misunderstanding, straightforwardness, \
+telecommunications, and interdisciplinary collaboration all push a narrow composer field to \
+wrap across several lines while the transcript above is pushed upward by the growing \
+keyboard-adjacent box, which is exactly what a real reader typing a long message sees \
+happening now!!!";
+const TYPE_CHAR_MS: u64 = 50;
+
+/// Keyboard phase (v2): five show/hide cycles, a second apart, matching
+/// `BenchRun.kt`'s `KEYBOARD_CYCLES`/`KEYBOARD_SHOW_WAIT_MS`/
+/// `KEYBOARD_HIDE_WAIT_MS`.
+const KEYBOARD_CYCLES: usize = 5;
+const KEYBOARD_WAIT_MS: u64 = 1_000;
+
+/// One animation step's target cadence -- close enough to 60Hz that a
+/// fling/scroll is many small moves rather than one jump, so frames are
+/// actually rendered along the way, and close enough that a `ctx.update`
+/// closure's effect (only applied once the next frame callback drains the
+/// task channel -- `IrisViewPeer::drain_tasks`) is visible again quickly
+/// when a later step in the same phase needs to read state back.
+const ANIM_STEP_MS: u64 = 16;
+
+const FIXTURE_JSONL: &str = include_str!("../../../app/bench-fixture/assets/transcript.jsonl");
+
+pub struct BenchClient {
+    ui_state: AndroidUiState,
+    content: WeakWidget<WidgetPtr>,
+    report_display: WeakWidget<TextEdit>,
+    /// The top button row, in a `WidgetPtr` slot rather than added
+    /// directly (like `content`) so `on_insets_changed` can swap in a
+    /// version padded for the status bar once insets are known -- RUST.md's
+    /// P0 box, "the status-bar inset is not applied," found the row sitting
+    /// directly under it because nothing here read `insets().top` at all.
+    top_bar: WeakWidget<WidgetPtr>,
+    screen: Option<transcript_ui::TranscriptScreen>,
+    items: Vec<TranscriptItem>,
+    /// The events not yet streamed -- consumed by `start_benchmark`'s own
+    /// clone, kept here only as the source a second run would need (the
+    /// button can be pressed more than once; `running` just stops overlap,
+    /// not repeat).
+    stream_tail: Vec<SeqEvent>,
+    platform: Option<Arc<PlatformHandle>>,
+    last_report: Option<String>,
+    running: bool,
+    /// The keyboard phase's own confirmation channel -- updated from
+    /// `on_insets_changed` (the platform's own answer for whether the IME
+    /// is actually visible, per `WindowInsets::ime_bottom`), read from the
+    /// benchmark's spawned task via the shared `Arc<Mutex<_>>` rather than
+    /// `ctx.update`, since neither side needs the widget tree for this.
+    ime_state: Arc<Mutex<ImeState>>,
+    /// Edge-triggers the keyboard diagnostics capture below -- set on the
+    /// first `on_insets_changed` where `ime_bottom > 0.0`, cleared on the
+    /// first where it is not, so opening the keyboard fires this once
+    /// rather than on every insets update while it stays open (a rotation
+    /// or a status-bar change with the keyboard already up would otherwise
+    /// re-fire it).
+    keyboard_was_visible: bool,
+    /// The status-bar inset `top_bar` was last padded by -- see
+    /// `on_insets_changed`'s own comment for why this guards the rebuild.
+    last_top_pad: f32,
+}
+
+/// See `BenchClient::ime_state`'s doc. `shown_events`/`hidden_events`
+/// count real 0->visible / visible->0 transitions `on_insets_changed`
+/// observed, not merely "a show/hide was requested" -- UI_RULES.md: never
+/// present an inferred value as a measured one. `run_keyboard_phase` reads
+/// the counters before and after asking for a toggle and calls it
+/// confirmed only if the count moved.
+#[derive(Default)]
+struct ImeState {
+    visible: bool,
+    shown_events: u32,
+    hidden_events: u32,
+}
+
+impl HasAndroidUiState for BenchClient {
+    fn android_state(&self) -> &AndroidUiState {
+        &self.ui_state
+    }
+    fn android_state_mut(&mut self) -> &mut AndroidUiState {
+        &mut self.ui_state
+    }
+}
+
+/// Parses the fixture once: `serde_json::Value`s for the backlog
+/// (`fold_page` takes a page of raw wire JSON, same as a real
+/// `/transcript` response) and folded `SeqEvent`s for the tail (`fold_event`
+/// takes one live wire event at a time, same as a real SSE frame).
+fn parse_fixture() -> (Vec<serde_json::Value>, Vec<SeqEvent>) {
+    let lines: Vec<&str> = FIXTURE_JSONL
+        .lines()
+        .filter(|line| !line.trim().is_empty())
+        .collect();
+    let mut backlog = Vec::with_capacity(BACKLOG_COUNT.min(lines.len()));
+    let mut stream_tail = Vec::new();
+    for (i, line) in lines.iter().enumerate() {
+        let value: serde_json::Value =
+            serde_json::from_str(line).expect("bench fixture is generated JSON, always valid");
+        if i < BACKLOG_COUNT {
+            backlog.push(value);
+        } else {
+            let event: SeqEvent = serde_json::from_value(value)
+                .expect("bench fixture event matches event-model's SeqEvent");
+            stream_tail.push(event);
+        }
+    }
+    (backlog, stream_tail)
+}
+
+fn placeholder<Rsc: HasEvents>(rsc: &mut Rsc, message: &str) -> StrongWidget {
+    wtext(message.to_string())
+        .color(Color::WHITE)
+        .wrap(true)
+        .pad(16)
+        .add_strong(rsc)
+        .any()
+}
+
+/// `getrusage(RUSAGE_SELF)`'s user+system time, in ms -- `None` only if
+/// the syscall itself fails, which UI_RULES.md's "never present an
+/// inferred value as a measured one" says to keep apart from a real (and
+/// here, impossible) zero.
+fn process_cpu_ms() -> Option<u64> {
+    // SAFETY: `rusage` is a plain-old-data struct `getrusage` fully
+    // initialises on success; on failure it is never read.
+    unsafe {
+        let mut usage: libc::rusage = std::mem::zeroed();
+        if libc::getrusage(libc::RUSAGE_SELF, &mut usage) != 0 {
+            return None;
+        }
+        let user_ms = usage.ru_utime.tv_sec as u64 * 1000 + usage.ru_utime.tv_usec as u64 / 1000;
+        let sys_ms = usage.ru_stime.tv_sec as u64 * 1000 + usage.ru_stime.tv_usec as u64 / 1000;
+        Some(user_ms + sys_ms)
+    }
+}
+
+/// `VmHWM` from `/proc/self/status` -- the process's peak RSS since it
+/// started, in kB. Same source `BenchRun.kt`'s `peakRssLine` reads, so the
+/// two reports' numbers mean the same thing.
+fn peak_rss_kb() -> Option<u64> {
+    std::fs::read_to_string("/proc/self/status")
+        .ok()?
+        .lines()
+        .find_map(|line| line.strip_prefix("VmHWM:"))
+        .and_then(|rest| rest.trim().strip_suffix("kB"))
+        .and_then(|n| n.trim().parse().ok())
+}
+
+fn battery_line(samples: &[i32]) -> String {
+    if samples.is_empty() {
+        return "  battery current: unavailable on this device".to_string();
+    }
+    let mean = samples.iter().map(|&v| v as i64).sum::<i64>() / samples.len() as i64;
+    let min = samples.iter().min().unwrap();
+    let max = samples.iter().max().unwrap();
+    format!(
+        "  battery current: mean {mean}\u{b5}A over {} samples (min {min}, max {max})",
+        samples.len()
+    )
+}
+
+impl AndroidAppState for BenchClient {
+    fn new(mut ui_state: AndroidUiState, rsc: &mut AndroidRsc<Self>) -> Self {
+        let content = WidgetPtr::new().add(rsc);
+        let loading = placeholder(rsc, "Loading fixture...");
+        content(rsc).set(loading);
+
+        let report_display = wtext("")
+            .editable(EditMode::MultiLine)
+            .text_align(Align::LEFT)
+            .wrap(true)
+            .size(14)
+            .color(Color::WHITE)
+            .attr::<Selectable>(())
+            .label("Benchmark report")
+            .add(rsc);
+
+        let top_bar = WidgetPtr::new().add(rsc);
+        let controls = bench_controls(rsc, 0.0);
+        top_bar(rsc).set(controls);
+        let tree = (
+            top_bar,
+            content.height(rest(2)),
+            report_display.height(rest(1)).pad(dp(8)),
+        )
+            .span(Dir::DOWN)
+            .add_strong(rsc)
+            .any();
+        ui_state.set_root(tree);
+
+        // Startup log line (RUST.md's P0 box, "log once at startup ... the
+        // number of font families found, the default family resolved"):
+        // what font discovery actually found on this device, before
+        // anything is drawn.
+        let font = rsc.ui.text.font_diagnostics();
+        log::info!(
+            "iris fonts: {} families found, default={:?} mono={:?}, resolved regular={:?} \
+             bold={:?} italic={:?} mono={:?}",
+            font.families_found,
+            font.default_family,
+            font.default_mono_family,
+            font.regular_resolved,
+            font.bold_resolved,
+            font.italic_resolved,
+            font.mono_resolved,
+        );
+
+        let mut client = Self {
+            ui_state,
+            content,
+            report_display,
+            top_bar,
+            screen: None,
+            items: Vec::new(),
+            stream_tail: Vec::new(),
+            platform: None,
+            last_report: None,
+            running: false,
+            ime_state: Arc::new(Mutex::new(ImeState::default())),
+            keyboard_was_visible: false,
+            last_top_pad: 0.0,
+        };
+
+        let (backlog, stream_tail) = parse_fixture();
+        client.stream_tail = stream_tail;
+        match fold_page(&backlog) {
+            Ok(items) => {
+                client.items = items;
+                client.rebuild_transcript(rsc);
+            }
+            Err(message) => {
+                client.show_message(rsc, &format!("Couldn't fold the bench fixture: {message}"))
+            }
+        }
+        client
+    }
+
+    fn platform_ready(&mut self, _rsc: &mut AndroidRsc<Self>, vm: JavaVM, view: GlobalRef) {
+        self.platform = Some(Arc::new(PlatformHandle::new(vm, view)));
+    }
+
+    fn back_pressed(&mut self, _rsc: &mut AndroidRsc<Self>, _render: &mut UiRenderState) -> bool {
+        false
+    }
+
+    /// Pads the top button row by the status-bar inset -- see `top_bar`'s
+    /// field comment. Rebuilds the row rather than mutating a stored
+    /// `Padding` in place, since nothing here holds a handle to one --
+    /// but **only when `insets.top` actually changed**: this callback
+    /// also fires on every `ime_bottom` change (the keyboard sliding
+    /// in/out fires several intermediate insets updates), which has
+    /// nothing to do with the status bar, and rebuilding on every one of
+    /// those was the root cause of a real bug (found on Iris's phone,
+    /// RUST.md's P0 box): each rebuild drops the old `top_bar` content
+    /// and marks the *widget itself* dirty (`Widgets::get_dyn_mut`'s
+    /// `needs_redraw.insert`), which redraws it in place at its last
+    /// known slot -- independently of the *parent* `Span`'s own
+    /// resize-triggered redraw, which redraws the whole row again from
+    /// its two-phase placement (`Span::draw`'s doc: a provisional
+    /// full-region draw, then a real one). A `.set()` landing between
+    /// those two phases left one dirty-widget redraw's primitives
+    /// un-freed while the `Span`-driven redraw drew its own copy,
+    /// producing two live copies of the same three buttons in one frame
+    /// -- one at the header's real slot, one wherever `Span`'s
+    /// provisional phase happened to leave it (visibly inside the
+    /// transcript area), each still holding its own working `on(click)`
+    /// handlers, so a tap meant for whatever was under the stray copy
+    /// hit "Run benchmark" instead. Skipping the rebuild when nothing it
+    /// depends on changed removes the repeated `.set()` calls entirely
+    /// -- confirmed fixed by reproducing the exact repro (tap the
+    /// composer, wait for the keyboard) and checking a `ui-trace`
+    /// element listing for exactly one "Run benchmark" afterward.
+    ///
+    /// Also two things downstream of the same `ime_bottom` transition:
+    /// **the keyboard phase's own confirmation signal** (`ime_state`'s
+    /// doc -- the platform's own answer for whether the IME actually
+    /// opened or closed, rather than assumed from having called
+    /// `show_ime`/`hide_ime`), and **the trigger for the keyboard
+    /// diagnostics capture** (RUST.md's P0 box): the IME resizing the
+    /// surface is exactly the case a previous commit found wiped text,
+    /// and Iris needs a way to get a report off the phone even if that
+    /// (or some other keyboard-triggered regression) is still happening
+    /// on the build she is holding -- `capture_keyboard_diagnostics`
+    /// below fires ~500ms after the keyboard becomes visible, once per
+    /// keyboard opening, and shows its report in a plain overlay view
+    /// that draws independently of whatever iris itself is doing.
+    fn on_insets_changed(
+        &mut self,
+        rsc: &mut AndroidRsc<Self>,
+        insets: iris::android::WindowInsets,
+    ) {
+        if insets.top != self.last_top_pad {
+            self.last_top_pad = insets.top;
+            let controls = bench_controls(rsc, insets.top);
+            (self.top_bar)(rsc).set(controls);
+        }
+
+        // The composer bar sits directly on whichever of the IME or the
+        // navigation bar is currently the bottom of usable space -- see
+        // `transcript_ui::composer::Composer::set_bottom_inset`'s doc.
+        // `ime_bottom` already exceeds the plain nav-bar inset whenever the
+        // keyboard covers it, so the larger of the two is always the right
+        // answer without needing to know which is currently showing.
+        if let Some(screen) = &self.screen {
+            screen
+                .composer
+                .set_bottom_inset(rsc, insets.bottom.max(insets.ime_bottom));
+        }
+
+        let ime_visible = insets.ime_bottom > 0.0;
+
+        let mut ime = self.ime_state.lock().unwrap();
+        if ime_visible && !ime.visible {
+            ime.shown_events += 1;
+        }
+        if !ime_visible && ime.visible {
+            ime.hidden_events += 1;
+        }
+        ime.visible = ime_visible;
+        drop(ime);
+
+        if ime_visible && !self.keyboard_was_visible {
+            self.keyboard_was_visible = true;
+            let redraw = rsc.tasks.redraw_handle();
+            rsc.spawn_task(async move |mut ctx| {
+                tokio::time::sleep(Duration::from_millis(KEYBOARD_DIAGNOSTICS_DELAY_MS)).await;
+                ctx.update(|state: &mut BenchClient, rsc| {
+                    state.capture_keyboard_diagnostics(rsc);
+                });
+                redraw.request_redraw();
+            });
+        } else if !ime_visible {
+            self.keyboard_was_visible = false;
+        }
+    }
+}
+
+/// How long to wait after the keyboard becomes visible before capturing
+/// diagnostics -- long enough that the resize, the reported wipe (if it is
+/// still happening) and a couple of frames have all had time to land, per
+/// AGENTS.md's "so that operations that finish in milliseconds have states
+/// on the way that nothing can observe" reasoning applied the other way:
+/// this wants to observe the state *after* the transition settles, not
+/// mid-flight.
+const KEYBOARD_DIAGNOSTICS_DELAY_MS: u64 = 500;
+
+type Rsc = AndroidRsc<BenchClient>;
+
+/// The header row's own backdrop -- see `bench_controls`'s doc comment on
+/// why it needs one at all. A dark neutral rather than pure black
+/// (`android::render::CLEAR_COLOR`) so the row reads as a distinct panel
+/// instead of a hole in the background the buttons happen to float in.
+const HEADER_SURFACE: UiColor = UiColor::new(28, 28, 34, 255);
+
+/// `top_pad` is the status-bar inset in physical pixels (0.0 until
+/// `on_insets_changed` has run once) -- folded in here, rather than
+/// exposing the unadded builder for a caller to `.pad()` itself, because
+/// naming that builder's type at each call site is more machinery than a
+/// top-of-screen padding number is worth.
+///
+/// **Backed by an opaque rect the full size of the row, not just the three
+/// buttons.** Iris's phone report (docs/RUST.md's P0 box, screenshots on
+/// build a9232ac): "the header buttons have nothing behind them and
+/// overlap the transcript text" -- before this, only each button's own
+/// `rect(...)` painted anything, so the gaps between and around them (and
+/// the status-bar strip above them) showed whatever was one layer back
+/// (`CLEAR_COLOR`, black), and the row's true height was three
+/// physical-pixel-sized (`abs`, not `dp`) button boxes rather than the
+/// density-correct size the transcript below was already using post-P0 --
+/// exactly what reads as "overlap" once the two disagree. Fixed two ways
+/// together: a `HEADER_SURFACE` rect stacked behind the whole row (this
+/// function), and every size below moved from a bare number (physical
+/// pixels) to `dp(...)` (IRIS_TODO.md's density-independent length unit),
+/// so the row's reserved height in the outer `Span::DOWN`
+/// (`AndroidAppState::new`) matches what is actually painted.
+fn bench_controls(rsc: &mut Rsc, top_pad: f32) -> StrongWidget {
+    let run_rect = rect(Color::rgb(40, 70, 40))
+        .on(
+            CursorSense::click(),
+            |ctx: EventIdCtx<'_, Rsc, _, _>, rsc: &mut Rsc| {
+                ctx.state.start_benchmark(rsc);
+            },
+        )
+        .label("Run benchmark");
+    let run = (
+        run_rect,
+        wtext("Run benchmark").size(18).text_align(Align::CENTER),
+    )
+        .stack()
+        .pad(dp(8))
+        .add(rsc);
+
+    let copy_rect = rect(Color::rgb(50, 50, 60))
+        .on(
+            CursorSense::click(),
+            |ctx: EventIdCtx<'_, Rsc, _, _>, _rsc: &mut Rsc| {
+                ctx.state.copy_report();
+            },
+        )
+        .label("Copy report");
+    let copy = (
+        copy_rect,
+        wtext("Copy report").size(18).text_align(Align::CENTER),
+    )
+        .stack()
+        .pad(dp(8))
+        .add(rsc);
+
+    let diag_rect = rect(Color::rgb(60, 45, 70))
+        .on(
+            CursorSense::click(),
+            |ctx: EventIdCtx<'_, Rsc, _, _>, rsc: &mut Rsc| {
+                ctx.state.show_diagnostics(rsc);
+            },
+        )
+        .label("Diagnostics");
+    let diagnostics = (
+        diag_rect,
+        wtext("Diagnostics").size(18).text_align(Align::CENTER),
+    )
+        .stack()
+        .pad(dp(8))
+        .add(rsc);
+
+    let buttons = (run, copy, diagnostics).span(Dir::RIGHT).add(rsc);
+
+    (rect(HEADER_SURFACE), buttons)
+        .stack()
+        .height(dp(56))
+        .pad(Padding::top(top_pad))
+        .add_strong(rsc)
+        .any()
+}
+
+impl BenchClient {
+    fn show_message(&mut self, rsc: &mut Rsc, message: &str) {
+        let widget = placeholder(rsc, message);
+        (self.content)(rsc).set(widget);
+        self.screen = None;
+    }
+
+    fn rebuild_transcript(&mut self, rsc: &mut Rsc) {
+        let rows = group_tool_runs(&self.items);
+        let (screen, tree) = transcript_ui::build_tree(rsc, rows);
+        (self.content)(rsc).set(tree);
+        self.screen = Some(screen);
+    }
+
+    /// RUST.md's P0 box: "a named `Diagnostics` control ... with 'copy this
+    /// and send it to Iris'." Fills `report_display` (the same TextEdit the
+    /// benchmark report uses) rather than a separate widget, so the
+    /// existing "Copy report" button and clipboard path work on whichever
+    /// text is currently shown -- `last_report` is what `copy_report` reads,
+    /// so it's set here too rather than adding a second copy path.
+    fn show_diagnostics(&mut self, rsc: &mut Rsc) {
+        let font = rsc.ui.text.font_diagnostics();
+        let frame_report = match self.android_state().frame_report.report() {
+            Some(stats) => format!("{stats}"),
+            None => "no frames recorded yet".to_string(),
+        };
+        let report = match &self.android_state().renderer {
+            Some(renderer) => renderer.diagnostics_report(&font, &frame_report),
+            None => "iris diagnostics: no renderer yet (no surface)".to_string(),
+        };
+        self.report_display.edit(rsc).set(&report);
+        self.last_report = Some(report);
+    }
+
+    /// The keyboard's own diagnostics capture -- see `on_insets_changed`'s
+    /// doc comment. Reuses `show_diagnostics`'s exact report (so it is the
+    /// same text the on-screen `Diagnostics` button produces, plus the
+    /// per-frame log `FrameReport` already keeps around the resize --
+    /// `frame_report.report()` above covers "the frames around the
+    /// resize" without a second accounting mechanism), then does three
+    /// things the button does not: logs it (so a `logcat` pull gets it
+    /// even if nothing on screen does), copies it to the clipboard
+    /// unprompted, and shows it in the shell's plain overlay view, which
+    /// draws independently of iris's own renderer -- the whole point,
+    /// since the renderer is exactly what might be in the wiped state
+    /// this exists to report on.
+    fn capture_keyboard_diagnostics(&mut self, rsc: &mut Rsc) {
+        self.show_diagnostics(rsc);
+        let Some(report) = self.last_report.clone() else {
+            return;
+        };
+        log::info!("iris keyboard diagnostics:\n{report}");
+        let Some(platform) = &self.platform else {
+            log::info!("iris keyboard diagnostics: no platform handle, can't reach the shell");
+            return;
+        };
+        if platform.copy_to_clipboard("iris keyboard diagnostics", &report) {
+            log::info!("iris keyboard diagnostics: copied to clipboard");
+        } else {
+            log::info!("iris keyboard diagnostics: clipboard copy failed");
+        }
+        platform.show_diagnostics_overlay(&report);
+    }
+
+    fn copy_report(&mut self) {
+        let Some(report) = &self.last_report else {
+            log::info!("iris bench report: nothing to copy -- run the benchmark first");
+            return;
+        };
+        let Some(platform) = &self.platform else {
+            log::info!("iris bench report: no platform handle, can't reach the clipboard");
+            return;
+        };
+        if platform.copy_to_clipboard("iris bench report", report) {
+            log::info!("iris bench report: copied to clipboard");
+        } else {
+            log::info!("iris bench report: clipboard copy failed");
+        }
+    }
+
+    /// RUST.md's "Benchmark v2": fling, then stream (unchanged from v1),
+    /// then type, then keyboard, then the report -- run in-process for the
+    /// same reason `BenchRun.kt`'s own doc gives (no usable system tracing
+    /// on a real phone, no agent that can drive one).
+    fn start_benchmark(&mut self, rsc: &mut Rsc) {
+        if self.running {
+            log::info!("iris bench report: already running");
+            return;
+        }
+        self.running = true;
+        self.android_state_mut().frame_report.reset();
+        self.report_display.edit(rsc).set("Running benchmark...");
+
+        let redraw = rsc.tasks.redraw_handle();
+        let platform = self.platform.clone();
+        let stream_tail = self.stream_tail.clone();
+        let ime_state = self.ime_state.clone();
+        let refresh_hz = platform
+            .as_ref()
+            .and_then(|p| p.refresh_rate_hz())
+            .unwrap_or(60.0);
+        let cpu_start = process_cpu_ms();
+        let run_started_at = Instant::now();
+
+        rsc.spawn_task(async move |mut ctx| {
+            // The battery sampler runs for the whole run, once a second,
+            // the same cadence `BatterySampler` uses on the Compose side
+            // -- via its own JNI-attached thread, not `ctx.update`, since
+            // a sample needs no widget-tree access.
+            let sampler_done = Arc::new(AtomicBool::new(false));
+            let samples = Arc::new(Mutex::new(Vec::<i32>::new()));
+            let sampler = platform.clone().map(|platform| {
+                let done = sampler_done.clone();
+                let samples = samples.clone();
+                tokio::spawn(async move {
+                    while !done.load(Ordering::Relaxed) {
+                        if let Some(value) = platform.battery_current_ua() {
+                            samples.lock().unwrap().push(value);
+                        }
+                        tokio::time::sleep(Duration::from_secs(1)).await;
+                    }
+                })
+            });
+
+            let travel = run_fling_phase(&mut ctx, &redraw).await;
+            let (sent, total) = run_stream_phase(&mut ctx, &redraw, stream_tail).await;
+            run_type_phase(&mut ctx, &redraw, &platform).await;
+            let keyboard = run_keyboard_phase(&mut ctx, &platform, &ime_state).await;
+
+            sampler_done.store(true, Ordering::Relaxed);
+            if let Some(sampler) = sampler {
+                let _ = sampler.await;
+            }
+            let battery = battery_line(&samples.lock().unwrap());
+            let cpu_line = match (cpu_start, process_cpu_ms()) {
+                (Some(start), Some(end)) => {
+                    format!(
+                        "  process CPU time over this run: {}ms",
+                        end.saturating_sub(start)
+                    )
+                }
+                _ => "  process CPU time over this run: unavailable".to_string(),
+            };
+            let rss_line = match peak_rss_kb() {
+                Some(kb) => format!("  peak RSS: {kb}kB"),
+                None => "  peak RSS: unavailable (/proc/self/status unreadable)".to_string(),
+            };
+            let total_seconds = run_started_at.elapsed().as_secs_f64();
+
+            ctx.update(move |state: &mut BenchClient, rsc| {
+                state.running = false;
+                let now = Instant::now();
+                let phase_lines: String = state
+                    .android_state()
+                    .frame_report
+                    .phase_stats(now, refresh_hz)
+                    .iter()
+                    .map(|p| format!("{p}\n"))
+                    .collect();
+                let per_phase = if phase_lines.is_empty() {
+                    String::new()
+                } else {
+                    format!("per phase:\n{phase_lines}\n")
+                };
+                let frames_block = match state.android_state().frame_report.report() {
+                    Some(stats) => {
+                        let (late, late_pct) =
+                            state.android_state().frame_report.late_at_hz(refresh_hz);
+                        format!(
+                            "frames:\n  {} frames over {:.1}s at {:.0}Hz ({:.1}ms budget)\n  \
+                             late: {late} ({late_pct:.1}%)\n  total  p50 {:.1}ms  p90 {:.1}ms  \
+                             p99 {:.1}ms\n  worst {:.1}ms\n  cpu_p50 {:.1}ms  gpu_wait_p50 {:.1}ms",
+                            stats.total_frames,
+                            total_seconds,
+                            refresh_hz,
+                            1000.0 / refresh_hz as f64,
+                            stats.p50.as_secs_f64() * 1000.0,
+                            stats.p90.as_secs_f64() * 1000.0,
+                            stats.p99.as_secs_f64() * 1000.0,
+                            stats.worst.as_secs_f64() * 1000.0,
+                            stats.cpu_p50.as_secs_f64() * 1000.0,
+                            stats.gpu_wait_p50.as_secs_f64() * 1000.0,
+                        )
+                    }
+                    None => "frames:\n  no frames recorded".to_string(),
+                };
+                let scroll_line = format!(
+                    "  scroll: {LEGACY_CYCLES} cycles ({} swipes, legacy tween), streamed \
+                     {sent}/{total} fixture events",
+                    LEGACY_CYCLES * 4
+                );
+                let fling_line = format!(
+                    "  fling: {FLING_COUNT} flings out + {FLING_COUNT} back at \
+                     {FLING_VELOCITY_PX_S}px/s, travel {travel}"
+                );
+                let type_line = format!(
+                    "  type: {} characters inserted then deleted, one per {TYPE_CHAR_MS}ms",
+                    TYPE_TEXT.chars().count()
+                );
+                let report = format!(
+                    "iris bench report\n{per_phase}{frames_block}\n\nbench:\n{fling_line}\n\
+                     {scroll_line}\n{type_line}\n{keyboard}\n{cpu_line}\n{rss_line}\n{battery}"
+                );
+                log::info!("iris bench report: {report}");
+                state.report_display.edit(rsc).set(&report);
+                state.last_report = Some(report);
+            });
+            redraw.request_redraw();
+        });
+    }
+}
+
+/// Runs `f` against the real `BenchClient`/`Rsc` on the main thread (the
+/// same `ctx.update` every other mutation here goes through) and returns
+/// its result to the caller's async task -- `ctx.update` alone has no way
+/// to hand a value back, since the closure only actually runs once the
+/// next frame callback drains `IrisViewPeer`'s task channel
+/// (`drain_tasks`). **Must call `redraw.request_redraw()` itself, right
+/// after enqueueing** -- `ctx.update` only ever pushes onto a channel;
+/// nothing drains it until something schedules the frame callback that
+/// calls `drain_tasks`, and a caller relying on some *earlier*,
+/// already-in-flight `request_redraw()` to cover a *later* `ctx.update`
+/// deadlocks the moment that earlier callback has already fired and
+/// drained everything queued before this call existed. Cost a real hang
+/// in this file's first version of the fling phase: every loop iteration
+/// after the first sat forever with nothing scheduled to drain it.
+/// Polls rather than assuming one `ANIM_STEP_MS` sleep is enough, since a
+/// slow device's frame callback can lag further than that.
+async fn read_from_state<T, F>(
+    ctx: &mut iris::task::TaskCtx<Rsc>,
+    redraw: &Arc<dyn RequestRedraw>,
+    f: F,
+) -> T
+where
+    T: Send + 'static,
+    F: FnOnce(&mut BenchClient, &mut Rsc) -> T + Send + 'static,
+{
+    let (tx, rx) = std::sync::mpsc::channel();
+    ctx.update(move |state: &mut BenchClient, rsc| {
+        let _ = tx.send(f(state, rsc));
+    });
+    redraw.request_redraw();
+    loop {
+        if let Ok(value) = rx.try_recv() {
+            return value;
+        }
+        tokio::time::sleep(Duration::from_millis(ANIM_STEP_MS)).await;
+    }
+}
+
+/// Phase 1: starting pinned at the newest end, `FLING_COUNT` flings away
+/// from it (toward older messages) through `List::fling`, then
+/// `FLING_COUNT` back. Outward is *negative* in this list's `scroll`
+/// convention (`List::scroll`'s own doc: positive moves *later* content
+/// into view) -- the opposite sign `BenchRun.kt`'s `runFlingPhase` uses,
+/// since `TranscriptList`'s `LazyColumn` and this list define "positive"
+/// the other way around; the two apps' *travel* is still directly
+/// comparable because both report it as a row index + pixel offset, not a
+/// signed distance.
+async fn run_fling_phase(
+    ctx: &mut iris::task::TaskCtx<Rsc>,
+    redraw: &Arc<dyn RequestRedraw>,
+) -> String {
+    ctx.update(|state: &mut BenchClient, _rsc| {
+        state.android_state_mut().frame_report.mark_phase("fling");
+    });
+    ctx.update(|state: &mut BenchClient, rsc| {
+        if let Some(screen) = &state.screen {
+            (screen.list)(rsc).jump_to_end();
+        }
+    });
+    redraw.request_redraw();
+    // Lets the next frame's `repair_anchor` resolve `jump_to_end`'s
+    // `anchor = None` into a real slot before `start` is read.
+    tokio::time::sleep(Duration::from_millis(ANIM_STEP_MS * 2)).await;
+    let start = read_anchor_position(ctx, redraw).await;
+
+    for _ in 0..FLING_COUNT {
+        ctx.update(|state: &mut BenchClient, rsc| {
+            if let Some(screen) = &state.screen {
+                (screen.list)(rsc).fling(-FLING_VELOCITY_PX_S);
+            }
+        });
+        redraw.request_redraw();
+        wait_for_fling_settle(ctx, redraw).await;
+        tokio::time::sleep(Duration::from_millis(FLING_PAUSE_MS)).await;
+    }
+    let outward = read_anchor_position(ctx, redraw).await;
+
+    for _ in 0..FLING_COUNT {
+        ctx.update(|state: &mut BenchClient, rsc| {
+            if let Some(screen) = &state.screen {
+                (screen.list)(rsc).fling(FLING_VELOCITY_PX_S);
+            }
+        });
+        redraw.request_redraw();
+        wait_for_fling_settle(ctx, redraw).await;
+        tokio::time::sleep(Duration::from_millis(FLING_PAUSE_MS)).await;
+    }
+    let end = read_anchor_position(ctx, redraw).await;
+
+    format!("start={start} outward={outward} end={end}")
+}
+
+async fn read_anchor_position(
+    ctx: &mut iris::task::TaskCtx<Rsc>,
+    redraw: &Arc<dyn RequestRedraw>,
+) -> String {
+    read_from_state(ctx, redraw, |state, rsc| match &state.screen {
+        Some(screen) => (screen.list)(rsc).anchor_position_display(),
+        None => "idx=none".to_string(),
+    })
+    .await
+}
+
+/// Ticks the fling forward in ~60Hz steps (the same shape
+/// `run_stream_phase`'s per-event loop and the old `animate_scroll` used)
+/// until it settles or `FLING_SETTLE_CAP_MS` passes -- belt-and-suspenders
+/// the same way `BenchRun.kt`'s own `waitForSettle` is, since a fling's
+/// own spline-decided `duration()` already caps how long it can run.
+async fn wait_for_fling_settle(
+    ctx: &mut iris::task::TaskCtx<Rsc>,
+    redraw: &Arc<dyn RequestRedraw>,
+) {
+    let cap = Duration::from_millis(FLING_SETTLE_CAP_MS);
+    let started = Instant::now();
+    while started.elapsed() < cap {
+        let still_scrolling = read_from_state(ctx, redraw, |state, rsc| match &state.screen {
+            Some(screen) => (screen.list)(rsc).tick_fling(Instant::now()),
+            None => false,
+        })
+        .await;
+        if !still_scrolling {
+            return;
+        }
+        tokio::time::sleep(Duration::from_millis(ANIM_STEP_MS)).await;
+    }
+}
+
+/// Phase 2, unchanged from v1: pinned to the newest end before streaming
+/// starts (matching `stream-bench.sh`'s "Jump to latest" tap), then
+/// `STREAM_EVENTS_PER_SEC * STREAM_SECONDS` fixture events replayed
+/// through the real `fold_event`/`TranscriptScreen::apply` path. Returns
+/// `(sent, total)`.
+async fn run_stream_phase(
+    ctx: &mut iris::task::TaskCtx<Rsc>,
+    redraw: &Arc<dyn RequestRedraw>,
+    stream_tail: Vec<SeqEvent>,
+) -> (usize, usize) {
+    ctx.update(|state: &mut BenchClient, _rsc| {
+        state.android_state_mut().frame_report.mark_phase("stream");
+    });
+    ctx.update(|state: &mut BenchClient, rsc| {
+        if let Some(screen) = &state.screen {
+            (screen.list)(rsc).jump_to_end();
+        }
+    });
+    redraw.request_redraw();
+
+    let total = (STREAM_EVENTS_PER_SEC * STREAM_SECONDS) as usize;
+    let mut sent = 0usize;
+    for event in stream_tail.into_iter().take(total) {
+        ctx.update(move |state: &mut BenchClient, rsc| {
+            let old_items = state.items.clone();
+            state.items = fold_event(&state.items, &event);
+            match &state.screen {
+                Some(screen) => screen.apply(rsc, &old_items, &state.items),
+                None => state.rebuild_transcript(rsc),
+            }
+        });
+        redraw.request_redraw();
+        sent += 1;
+        tokio::time::sleep(Duration::from_millis(1000 / STREAM_EVENTS_PER_SEC)).await;
+    }
+    // Lets the last few deltas land and draw before the next phase starts
+    // -- `BenchRun.kt`'s own closing delay.
+    tokio::time::sleep(Duration::from_millis(300)).await;
+    (sent, total)
+}
+
+/// Phase 3: focuses the real composer, shows the keyboard, then types
+/// `TYPE_TEXT` one character at a time through the composer `TextEdit`'s
+/// real edit path (`set`, the same call a real keystroke's `onValueChange`
+/// makes -- `Composer::build_composer`'s `field`), and deletes it the same
+/// way.
+async fn run_type_phase(
+    ctx: &mut iris::task::TaskCtx<Rsc>,
+    redraw: &Arc<dyn RequestRedraw>,
+    platform: &Option<Arc<PlatformHandle>>,
+) {
+    ctx.update(|state: &mut BenchClient, _rsc| {
+        state.android_state_mut().frame_report.mark_phase("type");
+    });
+    ctx.update(|state: &mut BenchClient, rsc| {
+        if let Some(screen) = &state.screen {
+            (screen.list)(rsc).jump_to_end();
+            state.set_focus(Some(screen.composer.field));
+        }
+    });
+    redraw.request_redraw();
+    if let Some(p) = platform {
+        p.show_ime();
+    }
+    // Lets focus and the keyboard's opening animation land before typing
+    // starts, so the frames this phase records are the wrap/reflow it is
+    // measuring, not the keyboard opening -- `BenchRun.kt`'s own delay.
+    tokio::time::sleep(Duration::from_millis(300)).await;
+
+    let mut typed = String::new();
+    for ch in TYPE_TEXT.chars() {
+        typed.push(ch);
+        let text = typed.clone();
+        ctx.update(move |state: &mut BenchClient, rsc| {
+            if let Some(screen) = &state.screen {
+                screen.composer.field.edit(rsc).set(&text);
+            }
+        });
+        redraw.request_redraw();
+        tokio::time::sleep(Duration::from_millis(TYPE_CHAR_MS)).await;
+    }
+    tokio::time::sleep(Duration::from_millis(200)).await;
+    while !typed.is_empty() {
+        typed.pop();
+        let text = typed.clone();
+        ctx.update(move |state: &mut BenchClient, rsc| {
+            if let Some(screen) = &state.screen {
+                screen.composer.field.edit(rsc).set(&text);
+            }
+        });
+        redraw.request_redraw();
+        tokio::time::sleep(Duration::from_millis(TYPE_CHAR_MS)).await;
+    }
+}
+
+/// Phase 4: `KEYBOARD_CYCLES` show/hide cycles through the shell's own
+/// `InputMethodManager` (`bench_jni.rs`'s `show_ime`/`hide_ime`), each
+/// confirmed by `on_insets_changed`'s real `ime_bottom` transition rather
+/// than assumed from the JNI call having returned -- `ImeState`'s doc.
+/// "keyboard: could not be shown" if the platform never confirms it even
+/// once, per UI_RULES.md ("design the unknown/failed state before the
+/// answer's").
+async fn run_keyboard_phase(
+    ctx: &mut iris::task::TaskCtx<Rsc>,
+    platform: &Option<Arc<PlatformHandle>>,
+    ime_state: &Arc<Mutex<ImeState>>,
+) -> String {
+    ctx.update(|state: &mut BenchClient, _rsc| {
+        state
+            .android_state_mut()
+            .frame_report
+            .mark_phase("keyboard");
+    });
+    let mut shown = 0;
+    let mut hidden = 0;
+    for _ in 0..KEYBOARD_CYCLES {
+        let before_shown = ime_state.lock().unwrap().shown_events;
+        if let Some(p) = platform {
+            p.show_ime();
+        }
+        tokio::time::sleep(Duration::from_millis(KEYBOARD_WAIT_MS)).await;
+        if ime_state.lock().unwrap().shown_events > before_shown {
+            shown += 1;
+        }
+
+        let before_hidden = ime_state.lock().unwrap().hidden_events;
+        if let Some(p) = platform {
+            p.hide_ime();
+        }
+        tokio::time::sleep(Duration::from_millis(KEYBOARD_WAIT_MS)).await;
+        if ime_state.lock().unwrap().hidden_events > before_hidden {
+            hidden += 1;
+        }
+    }
+    if shown == 0 {
+        format!("  keyboard: could not be shown ({KEYBOARD_CYCLES} attempts, 0 confirmed visible)")
+    } else {
+        format!(
+            "  keyboard: shown {shown}/{KEYBOARD_CYCLES}, hidden {hidden}/{KEYBOARD_CYCLES} \
+             (confirmed via on_insets_changed)"
+        )
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::TYPE_TEXT;
+
+    /// `BenchRun.kt`'s own `TYPE_TEXT` is verified `.length == 600`; this
+    /// is the same string, so it has to match exactly or the two apps'
+    /// type phases stop typing the same content -- RUST.md's "Benchmark
+    /// v2" spec is one shared string for both.
+    #[test]
+    fn type_text_is_exactly_600_characters() {
+        assert_eq!(TYPE_TEXT.chars().count(), 600);
+    }
+}

iris/android-app/src/bench_jni.rs

@@ -0,0 +1,252 @@
+//! JNI calls the `bench` feature needs that go through the shell's own
+//! Java side rather than anything `iris`/`android-view` already wraps:
+//! `BatteryManager.getIntProperty(BATTERY_PROPERTY_CURRENT_NOW)` for the
+//! per-second battery sample, `ClipboardManager.setPrimaryClip` for the
+//! "Copy report" control (P0's iris half, docs/RUST.md), and -- added for
+//! RUST.md's "Benchmark v2" -- `Display.getRefreshRate()` for the phase
+//! report's real late-frame budget and `InputMethodManager.
+//! showSoftInput`/`hideSoftInputFromWindow` for the keyboard phase. None
+//! of these are part of `android_view::context`'s own `Context`/
+//! `Resources` wrappers (that file's own `// TODO: more methods?`), so
+//! this calls them directly rather than growing that crate's wrapper for
+//! calls this crate alone needs.
+//!
+//! Holds its own `JavaVM` + `GlobalRef` to the view (handed in through
+//! [`iris::android::AndroidAppState::platform_ready`]) so it can attach
+//! whichever thread calls it -- the battery sampler runs on a background
+//! tokio task, not the UI thread the rest of `IrisViewPeer`'s JNI calls
+//! run on. `JavaVM::attach_current_thread` is safe to call from a thread
+//! already attached (the `jni` crate detects it and does not double
+//! attach), so no caller here needs to know or care which thread it is.
+
+use android_view::jni::{
+    JNIEnv, JavaVM,
+    objects::{GlobalRef, JObject, JValue},
+};
+
+/// `android.os.BatteryManager.BATTERY_PROPERTY_CURRENT_NOW` -- not exposed
+/// as a constant anywhere reachable without the Android SDK jar, so named
+/// here with its source rather than left as a bare `2`.
+const BATTERY_PROPERTY_CURRENT_NOW: i32 = 2;
+
+pub struct PlatformHandle {
+    vm: JavaVM,
+    view: GlobalRef,
+}
+
+impl PlatformHandle {
+    pub fn new(vm: JavaVM, view: GlobalRef) -> Self {
+        Self { vm, view }
+    }
+
+    fn context<'e>(&self, env: &mut JNIEnv<'e>) -> Option<JObject<'e>> {
+        env.call_method(
+            self.view.as_obj(),
+            "getContext",
+            "()Landroid/content/Context;",
+            &[],
+        )
+        .ok()?
+        .l()
+        .ok()
+    }
+
+    fn system_service<'e>(
+        &self,
+        env: &mut JNIEnv<'e>,
+        context: &JObject<'e>,
+        name: &str,
+    ) -> Option<JObject<'e>> {
+        let jname = env.new_string(name).ok()?;
+        env.call_method(
+            context,
+            "getSystemService",
+            "(Ljava/lang/String;)Ljava/lang/Object;",
+            &[JValue::Object(jname.as_ref())],
+        )
+        .ok()?
+        .l()
+        .ok()
+    }
+
+    /// One sample of `BATTERY_PROPERTY_CURRENT_NOW`, in microamps. `None`
+    /// on any JNI failure, on a device with no `BatteryManager` service,
+    /// or when the platform itself answers "not supported" -- `0` or
+    /// `Integer.MIN_VALUE` are both documented SDK answers for that, and
+    /// both would read as a real (and wrong) measurement if folded into an
+    /// average rather than named apart. UI_RULES.md: never present an
+    /// inferred value as a measured one.
+    pub fn battery_current_ua(&self) -> Option<i32> {
+        let mut guard = self.vm.attach_current_thread().ok()?;
+        let env: &mut JNIEnv = &mut guard;
+        let context = self.context(env)?;
+        let battery_manager = self.system_service(env, &context, "batterymanager")?;
+        let value = env
+            .call_method(
+                &battery_manager,
+                "getIntProperty",
+                "(I)I",
+                &[JValue::Int(BATTERY_PROPERTY_CURRENT_NOW)],
+            )
+            .ok()?
+            .i()
+            .ok()?;
+        if value == 0 || value == i32::MIN {
+            None
+        } else {
+            Some(value)
+        }
+    }
+
+    /// Puts `text` on the system clipboard through `ClipboardManager` --
+    /// `true` only if the whole JNI chain (service lookup, `ClipData`,
+    /// `setPrimaryClip`) succeeded.
+    pub fn copy_to_clipboard(&self, label: &str, text: &str) -> bool {
+        self.try_copy_to_clipboard(label, text).is_some()
+    }
+
+    fn try_copy_to_clipboard(&self, label: &str, text: &str) -> Option<()> {
+        let mut guard = self.vm.attach_current_thread().ok()?;
+        let env: &mut JNIEnv = &mut guard;
+        let context = self.context(env)?;
+        let clipboard = self.system_service(env, &context, "clipboard")?;
+        let jlabel = env.new_string(label).ok()?;
+        let jtext = env.new_string(text).ok()?;
+        let clip = env
+            .call_static_method(
+                "android/content/ClipData",
+                "newPlainText",
+                "(Ljava/lang/CharSequence;Ljava/lang/CharSequence;)Landroid/content/ClipData;",
+                &[
+                    JValue::Object(jlabel.as_ref()),
+                    JValue::Object(jtext.as_ref()),
+                ],
+            )
+            .ok()?
+            .l()
+            .ok()?;
+        env.call_method(
+            &clipboard,
+            "setPrimaryClip",
+            "(Landroid/content/ClipData;)V",
+            &[JValue::Object(&clip)],
+        )
+        .ok()?;
+        Some(())
+    }
+
+    /// The display's own refresh rate in Hz (`View::getDisplay()` ->
+    /// `Display::getRefreshRate()`), for RUST.md's "Benchmark v2": late
+    /// frames are judged against *this* device's real budget, not an
+    /// assumed 60Hz -- a 90Hz or 120Hz phone would otherwise call frames
+    /// "late" that met their own faster deadline. `None` if the view is
+    /// not yet attached to a window (`getDisplay` returns `null`) or the
+    /// platform reports a non-positive rate, which is not a real answer
+    /// either.
+    pub fn refresh_rate_hz(&self) -> Option<f32> {
+        let mut guard = self.vm.attach_current_thread().ok()?;
+        let env: &mut JNIEnv = &mut guard;
+        let display = env
+            .call_method(
+                self.view.as_obj(),
+                "getDisplay",
+                "()Landroid/view/Display;",
+                &[],
+            )
+            .ok()?
+            .l()
+            .ok()?;
+        if display.is_null() {
+            return None;
+        }
+        let rate = env
+            .call_method(&display, "getRefreshRate", "()F", &[])
+            .ok()?
+            .f()
+            .ok()?;
+        if rate > 0.0 { Some(rate) } else { None }
+    }
+
+    /// `InputMethodManager.showSoftInput(view, 0)` -- the keyboard phase's
+    /// own show, called directly rather than through the focus-driven
+    /// `pending_show_keyboard` path `android/view.rs` uses for a real tap,
+    /// since RUST.md's "Benchmark v2" spec asks for this "through the
+    /// shell's InputMethodManager" independent of focus state. `true` only
+    /// if the platform itself reports the request succeeded -- whether the
+    /// IME actually became visible is confirmed separately, from
+    /// `on_insets_changed`, per UI_RULES.md ("never present an inferred
+    /// value as a measured one").
+    pub fn show_ime(&self) -> bool {
+        self.try_toggle_ime(true).unwrap_or(false)
+    }
+
+    /// `InputMethodManager.hideSoftInputFromWindow(windowToken, 0)`.
+    pub fn hide_ime(&self) -> bool {
+        self.try_toggle_ime(false).unwrap_or(false)
+    }
+
+    fn try_toggle_ime(&self, show: bool) -> Option<bool> {
+        let mut guard = self.vm.attach_current_thread().ok()?;
+        let env: &mut JNIEnv = &mut guard;
+        let context = self.context(env)?;
+        let imm = self.system_service(env, &context, "input_method")?;
+        if show {
+            env.call_method(
+                &imm,
+                "showSoftInput",
+                "(Landroid/view/View;I)Z",
+                &[JValue::Object(self.view.as_obj()), JValue::Int(0)],
+            )
+            .ok()?
+            .z()
+            .ok()
+        } else {
+            let token = env
+                .call_method(
+                    self.view.as_obj(),
+                    "getWindowToken",
+                    "()Landroid/os/IBinder;",
+                    &[],
+                )
+                .ok()?
+                .l()
+                .ok()?;
+            env.call_method(
+                &imm,
+                "hideSoftInputFromWindow",
+                "(Landroid/os/IBinder;I)Z",
+                &[JValue::Object(&token), JValue::Int(0)],
+            )
+            .ok()?
+            .z()
+            .ok()
+        }
+    }
+
+    /// Shows `report` in the shell's plain-view diagnostics overlay
+    /// (`IrisView.showDiagnosticsOverlay`) -- a real `TextView` plus Copy
+    /// and Close controls, added over whatever iris itself is drawing
+    /// rather than replacing it (unlike `android::view::show_renderer_error`,
+    /// which exists for the case the renderer can never recover from and
+    /// intentionally never returns). Called from a background task after
+    /// the keyboard-open delay (`bench_client.rs`'s `on_insets_changed`),
+    /// so the Java side hops onto the UI thread itself before touching the
+    /// view tree -- see that method's own comment.
+    pub fn show_diagnostics_overlay(&self, report: &str) -> bool {
+        self.try_show_diagnostics_overlay(report).is_some()
+    }
+
+    fn try_show_diagnostics_overlay(&self, report: &str) -> Option<()> {
+        let mut guard = self.vm.attach_current_thread().ok()?;
+        let env: &mut JNIEnv = &mut guard;
+        let jreport = env.new_string(report).ok()?;
+        env.call_method(
+            self.view.as_obj(),
+            "showDiagnosticsOverlay",
+            "(Ljava/lang/String;)V",
+            &[JValue::Object(jreport.as_ref())],
+        )
+        .ok()?;
+        Some(())
+    }
+}

iris/android-app/src/lib.rs

@@ -0,0 +1,132 @@
+//! The android-view demo app: by default, iris's `tabs` widget tree
+//! (`tabs_ui::build`, shared with the winit example) running through
+//! `iris::android`'s `ViewPeer`. This is RUST.md's I2 pass condition made
+//! concrete -- there is no UI here beyond what `tabs-ui` already draws.
+//!
+//! `JNI_OnLoad` and `new_view_peer` mirror android-view's own demo
+//! (`~/src/android-view/demo/src/lib.rs`): the only android-view-specific
+//! plumbing a real app needs is registering its `View` subclass and
+//! wrapping `iris::android::new_peer`'s generic function in a concrete
+//! `extern "system" fn`, since `register_view_class` wants a plain
+//! function pointer.
+//!
+//! **`transcript-screen` feature (RUST.md's I5 Android integration):** with
+//! `--features transcript-screen`, `new_view_peer` instantiates
+//! `transcript_client::TranscriptClient` instead of the tabs `Client`
+//! below, against a real `ai-server` (see that module's doc). Chosen over a
+//! third shell crate: this one already has the Gradle project, the
+//! `IrisView`/`MainActivity` Java, and the JNI registration I2 built and
+//! measured against, and the only thing a transcript screen needs on top
+//! is a different `AndroidAppState` -- the same axis `tabs_ui::build` vs.
+//! `transcript_ui::build` already varies along on the winit side (compare
+//! `iris/examples/tabs.rs` and `iris/transcript-ui/examples/transcript.rs`).
+//! A build picks one screen or the other, never both, so `Client` and
+//! `TranscriptClient` are cfg-gated apart rather than switched at runtime --
+//! there is no in-app navigation to switch *to* on either side yet.
+//!
+//! **`bench` feature (P0's iris half, docs/RUST.md):** a third
+//! `AndroidAppState`, `bench_client::BenchClient`, on the same axis --
+//! `transcript_ui::build_tree` again, this time against the checked-in
+//! fixture (`app/bench-fixture/assets/transcript.jsonl`) instead of a real
+//! server, with a "Run benchmark" control that drives the same scroll loop
+//! and streaming phase the Compose `bench` build type's `BenchRun.kt`
+//! does. `bench` depends on `transcript-screen` (Cargo.toml) for
+//! `transcript-ui`/`client-core`/`event-model`, so both features end up
+//! enabled together -- `ActiveClient` below gives `bench` priority in that
+//! case, the same way `transcript-screen` already takes priority over the
+//! default `tabs-screen`.
+
+use android_view::{
+    Context, View,
+    jni::{
+        JNIEnv, JavaVM,
+        sys::{JNI_VERSION_1_6, JavaVM as RawJavaVM, jint, jlong},
+    },
+    register_view_class,
+};
+#[cfg(not(feature = "transcript-screen"))]
+use iris::android::{AndroidAppState, AndroidRsc, AndroidUiState, HasAndroidUiState};
+#[cfg(not(feature = "transcript-screen"))]
+use iris::prelude::*;
+use log::LevelFilter;
+use std::ffi::c_void;
+
+#[cfg(feature = "bench")]
+mod bench_client;
+#[cfg(feature = "bench")]
+mod bench_jni;
+#[cfg(all(feature = "transcript-screen", not(feature = "bench")))]
+mod transcript_client;
+
+/// The app's `View` subclass, matching the Java side's package --
+/// `app/src/main/java/dev/iris/android/demo/IrisView.java`.
+const VIEW_CLASS: &str = "dev/iris/android/demo/IrisView";
+
+#[cfg(not(feature = "transcript-screen"))]
+pub struct Client {
+    ui_state: AndroidUiState,
+}
+
+#[cfg(not(feature = "transcript-screen"))]
+impl HasAndroidUiState for Client {
+    fn android_state(&self) -> &AndroidUiState {
+        &self.ui_state
+    }
+    fn android_state_mut(&mut self) -> &mut AndroidUiState {
+        &mut self.ui_state
+    }
+}
+
+#[cfg(not(feature = "transcript-screen"))]
+impl AndroidAppState for Client {
+    fn new(mut ui_state: AndroidUiState, rsc: &mut AndroidRsc<Self>) -> Self {
+        // `widgets.info` is the winit example's frame-debug readout, kept
+        // current from `DefaultAppState::window_event` -- android-view has
+        // no per-frame hook to drive the equivalent from here yet, so it
+        // is left at its built "" text rather than wired to nothing.
+        let _ = tabs_ui::build(rsc, &mut ui_state);
+        Self { ui_state }
+    }
+
+    fn back_pressed(&mut self, _rsc: &mut AndroidRsc<Self>, _render: &mut UiRenderState) -> bool {
+        // Nothing in the tabs example has a back stack of its own to pop --
+        // declining lets the activity finish, which is the same "no
+        // handler" behaviour the default impl gives. Present as an
+        // explicit override (rather than relying on the default) so a
+        // reader checking "does the back gesture reach this app" finds an
+        // answer here rather than nothing.
+        false
+    }
+}
+
+#[cfg(not(feature = "transcript-screen"))]
+type ActiveClient = Client;
+#[cfg(all(feature = "transcript-screen", not(feature = "bench")))]
+type ActiveClient = transcript_client::TranscriptClient;
+#[cfg(feature = "bench")]
+type ActiveClient = bench_client::BenchClient;
+
+extern "system" fn new_view_peer<'local>(
+    env: JNIEnv<'local>,
+    view: View<'local>,
+    context: Context<'local>,
+) -> jlong {
+    iris::android::new_peer::<ActiveClient>(env, view, context)
+}
+
+/// # Safety
+/// Interacting with JNI at load time is always unsafe at some level --
+/// mirrors android-view's own demo, which carries the same comment.
+#[unsafe(no_mangle)]
+pub unsafe extern "system" fn JNI_OnLoad(vm: *mut RawJavaVM, _: *mut c_void) -> jint {
+    android_logger::init_once(
+        android_logger::Config::default()
+            .with_max_level(LevelFilter::Debug)
+            .with_tag("iris-android-app"),
+    );
+    let vm = unsafe { JavaVM::from_raw(vm) }.unwrap();
+    let mut env = vm.get_env().unwrap();
+    register_view_class(&mut env, VIEW_CLASS, new_view_peer);
+    iris::android::register_native_methods(&mut env, VIEW_CLASS);
+    JNI_VERSION_1_6
+}

iris/android-app/src/transcript_client.rs

@@ -0,0 +1,392 @@
+//! RUST.md's I5 Android integration: `transcript-ui`'s screen filling the
+//! whole window on android-view, against a real `ai-server` through
+//! `client-core` -- the missing half `iris-android-app` (I2) only had for
+//! `tabs-ui` until now. Behind the `transcript-screen` Cargo feature so the
+//! plain build (`cargo ndk build`, no `--features`) stays exactly the tabs
+//! demo I2/I4 already measured against.
+//!
+//! **Deliberate simplification, recorded rather than left to be
+//! rediscovered (RUST.md's I5 box has the full account)**: there is no
+//! session list and no enrollment UI here. The server, port, token and
+//! pinned CA are baked in at build time (`build.rs`'s
+//! `AI_APP_TRANSCRIPT_HOST`/`_PORT`/`_TOKEN`/`AI_APP_CA`), and the first
+//! session `ApiClient::fetch_sessions` returns is opened automatically --
+//! there is nothing to tap to get there, which is what `transcript-bench.sh`
+//! and `ui-trace` need to land straight on the screen under test. A real
+//! app needs `desktop-app`'s `EnrolledServer`/QR-link flow or E3's
+//! Keystore-sealed `ServerConfig.kt`; building a second one of those was
+//! not this pass's job.
+//!
+//! **Reuses `iris/desktop-app`'s `app.rs` shape almost exactly** --
+//! `fold_event`/`group_tool_runs`/`fold_page`/`raw_seq` from
+//! `client_core::transcript_fold`, a `generation` counter guarding against
+//! a stale background response. What differs is only the redraw
+//! mechanism: android-view has no `winit::EventLoopProxy`, so this uses
+//! `iris::task::Tasks::redraw_handle` (new, added alongside this box) to
+//! request a frame after each `TaskCtx::update` instead of relying on
+//! `Tasks::spawn`'s single end-of-future redraw -- see that method's own
+//! doc for why.
+//!
+//! **Streaming no longer costs a full rebuild** (fixed after the P0 gate
+//! showed why it mattered -- 20 events/second means 20 rebuilds/second of
+//! a ~3,200-row transcript otherwise): `apply_event` calls
+//! `transcript_ui::TranscriptScreen::apply` with the item list before and
+//! after `fold_event`, which updates only the row(s) that actually
+//! changed (almost always just the one open assistant message) instead of
+//! refolding and rebuilding every row. `rebuild_transcript` still runs
+//! the whole widget tree once, for the opening page and for `apply`'s own
+//! rare regroup fallback.
+
+use client_core::api::{ApiClient, UreqTransport};
+use client_core::event_stream::{StreamItem, follow_session_events};
+use client_core::transcript_fold::{TranscriptItem, fold_event, fold_page, group_tool_runs};
+use event_model::SeqEvent;
+use iris::android::{AndroidAppState, AndroidRsc, AndroidUiState, HasAndroidUiState};
+use iris::prelude::*;
+use std::sync::Arc;
+use std::sync::atomic::{AtomicU64, Ordering};
+
+mod pinned {
+    include!(concat!(env!("OUT_DIR"), "/pinned_config.rs"));
+}
+
+pub struct TranscriptClient {
+    ui_state: AndroidUiState,
+    /// The screen's own content -- everything under the fixed
+    /// [`frame_report_controls`] bar, which is built once (`new`, below)
+    /// and never touched by `show_message`/`rebuild_transcript`'s own
+    /// `set` calls the way `desktop-app`'s `transcript_ptr` isn't touched
+    /// by rebuilding the session list beside it.
+    content: WeakWidget<WidgetPtr>,
+    screen: Option<transcript_ui::TranscriptScreen>,
+    /// The folded transcript as of the last rebuild -- kept here (not
+    /// re-derived) for the same reason `desktop-app`'s `Client::items`
+    /// exists: a live `StreamEvent` only carries one new wire event, and
+    /// `fold_event` needs everything folded so far to fold it in.
+    items: Vec<TranscriptItem>,
+    /// The session currently open -- `None` only before the first fetch
+    /// resolves. Read back by `apply_event`'s rebuild, which has no session
+    /// id of its own (a live `SeqEvent` doesn't carry one).
+    session_id: Option<String>,
+    /// Bumped every time a new session load starts; a background response
+    /// checks it before touching state, so a slow reply for a session this
+    /// screen has moved on from can't overwrite what replaced it. There is
+    /// only ever one session here (no list to switch away to), but the
+    /// guard still matters for the *first* fetch racing a `stop`/`start`.
+    generation: Arc<AtomicU64>,
+}
+
+impl HasAndroidUiState for TranscriptClient {
+    fn android_state(&self) -> &AndroidUiState {
+        &self.ui_state
+    }
+    fn android_state_mut(&mut self) -> &mut AndroidUiState {
+        &mut self.ui_state
+    }
+}
+
+/// Builds one `UreqTransport` from the config `build.rs` baked in. Called
+/// twice per session load, same as `desktop-app`'s `build_transport`
+/// closure -- `ApiClient` and the live-stream follow each need their own,
+/// since `UreqTransport` holds its own `ureq::Agent`.
+fn build_transport() -> Result<UreqTransport, String> {
+    let base_url = format!("https://{}:{}", pinned::HOST, pinned::PORT);
+    UreqTransport::new(
+        base_url,
+        pinned::TOKEN.to_string(),
+        pinned::CA_PEM.as_bytes(),
+    )
+    .map_err(|e| e.to_string())
+}
+
+fn placeholder<Rsc: HasEvents>(rsc: &mut Rsc, message: &str) -> StrongWidget {
+    wtext(message.to_string())
+        .color(Color::WHITE)
+        .wrap(true)
+        .pad(16)
+        .add_strong(rsc)
+        .any()
+}
+
+/// The two named controls RUST.md's I5 box ("Measurements taken" (b))
+/// drives by name over `ui-trace`, e.g. `ui-trace record --do "tap 'Frame
+/// report'"`. `dumpsys gfxinfo` cannot see this screen's own GPU-drawn
+/// frames at all -- this is the screen's own equivalent of the Compose
+/// app's "Copy render timings" control, logged rather than clipboarded
+/// (no clipboard wiring exists here) under this crate's own fixed
+/// `android_logger` tag (`iris-android-app`, `lib.rs`'s `JNI_OnLoad`),
+/// grep-able on the fixed string `"iris frame report"` the way
+/// `transcript-bench.sh` greps `"ai-app render report"`.
+fn frame_report_controls(rsc: &mut AndroidRsc<TranscriptClient>) -> WeakWidget {
+    type Rsc = AndroidRsc<TranscriptClient>;
+    let report_rect = rect(Color::rgb(50, 50, 60))
+        .on(
+            CursorSense::click(),
+            |ctx: EventIdCtx<'_, Rsc, _, _>, _rsc: &mut Rsc| match ctx
+                .state
+                .android_state()
+                .frame_report
+                .report()
+            {
+                Some(stats) => log::info!("iris frame report: {stats}"),
+                None => log::info!(
+                    "iris frame report: no frames recorded -- scroll first, then press this"
+                ),
+            },
+        )
+        .label("Frame report");
+    let report = (
+        report_rect,
+        wtext("Frame report").size(18).text_align(Align::CENTER),
+    )
+        .stack()
+        .pad(8)
+        .add(rsc);
+
+    let reset_rect = rect(Color::rgb(70, 40, 40))
+        .on(
+            CursorSense::click(),
+            |ctx: EventIdCtx<'_, Rsc, _, _>, _rsc: &mut Rsc| {
+                ctx.state.android_state_mut().frame_report.reset();
+                log::info!("iris frame report: reset");
+            },
+        )
+        .label("Reset frame report");
+    let reset = (
+        reset_rect,
+        wtext("Reset").size(18).text_align(Align::CENTER),
+    )
+        .stack()
+        .pad(8)
+        .add(rsc);
+
+    (report, reset).span(Dir::RIGHT).height(56).add(rsc)
+}
+
+impl AndroidAppState for TranscriptClient {
+    fn new(mut ui_state: AndroidUiState, rsc: &mut AndroidRsc<Self>) -> Self {
+        let content = WidgetPtr::new().add(rsc);
+        let loading = placeholder(rsc, "Loading sessions...");
+        content(rsc).set(loading);
+
+        let tree = (frame_report_controls(rsc), content.height(rest(1)))
+            .span(Dir::DOWN)
+            .add_strong(rsc)
+            .any();
+        ui_state.set_root(tree);
+
+        let mut client = Self {
+            ui_state,
+            content,
+            screen: None,
+            items: Vec::new(),
+            session_id: None,
+            generation: Arc::new(AtomicU64::new(0)),
+        };
+        client.spawn_fetch_sessions(rsc);
+        client
+    }
+
+    fn back_pressed(&mut self, _rsc: &mut AndroidRsc<Self>, _render: &mut UiRenderState) -> bool {
+        // No screen stack of its own -- same "let the activity finish"
+        // answer `iris-android-app`'s tabs `Client` already gives.
+        false
+    }
+}
+
+impl TranscriptClient {
+    fn show_message(&mut self, rsc: &mut AndroidRsc<Self>, message: &str) {
+        let widget = placeholder(rsc, message);
+        (self.content)(rsc).set(widget);
+        self.screen = None;
+    }
+
+    fn spawn_fetch_sessions(&mut self, rsc: &mut AndroidRsc<Self>) {
+        let redraw = rsc.tasks.redraw_handle();
+        let my_generation = self.generation.load(Ordering::SeqCst);
+        let generation = self.generation.clone();
+        rsc.spawn_task(async move |mut ctx| {
+            let outcome = match build_transport() {
+                Ok(transport) => ApiClient::new(transport)
+                    .fetch_sessions()
+                    .map_err(|e| e.to_string()),
+                Err(e) => Err(format!("couldn't set up TLS: {e}")),
+            };
+            ctx.update(move |state: &mut TranscriptClient, rsc| {
+                if generation.load(Ordering::SeqCst) != my_generation {
+                    return;
+                }
+                match outcome {
+                    Ok(sessions) => match sessions.into_iter().next() {
+                        Some(session) => state.select_session(rsc, session.id),
+                        None => state.show_message(rsc, "No sessions on the sandbox server."),
+                    },
+                    Err(message) => {
+                        state.show_message(rsc, &format!("Couldn't list sessions: {message}"))
+                    }
+                }
+            });
+            redraw.request_redraw();
+        });
+    }
+
+    /// Loads the opening page, then follows the live SSE stream for the
+    /// rest of this session's life -- `desktop-app`'s `select_session`
+    /// almost verbatim, with `Proxy::send_event` replaced by `ctx.update` +
+    /// `redraw.request_redraw()` (see this module's doc).
+    fn select_session(&mut self, rsc: &mut AndroidRsc<Self>, session_id: String) {
+        let my_generation = self.generation.fetch_add(1, Ordering::SeqCst) + 1;
+        self.items.clear();
+        self.session_id = Some(session_id.clone());
+        self.show_message(rsc, "Loading transcript...");
+
+        let redraw = rsc.tasks.redraw_handle();
+        let live_generation = self.generation.clone();
+        rsc.spawn_task(async move |mut ctx| {
+            let transports =
+                build_transport().and_then(|rest| build_transport().map(|stream| (rest, stream)));
+            let (rest, stream_transport) = match transports {
+                Ok(pair) => pair,
+                Err(e) => {
+                    let message = format!("couldn't set up TLS: {e}");
+                    ctx.update(move |state: &mut TranscriptClient, rsc| {
+                        if live_generation.load(Ordering::SeqCst) == my_generation {
+                            state.show_message(rsc, &message);
+                        }
+                    });
+                    redraw.request_redraw();
+                    return;
+                }
+            };
+            let api = ApiClient::new(rest);
+
+            // The most recent 200 events, coalesced -- the same page size
+            // `desktop-app` uses; RUST.md's I3/history-paging work is what
+            // a real scrollback would reuse (out of scope here, same as
+            // E4).
+            let page: Result<Vec<serde_json::Value>, String> = api
+                .fetch_transcript_page(&session_id, None, 200, true)
+                .map_err(|e| e.to_string());
+            // The wire `seq` of the last line, not a folded item's `seq()`
+            // -- see `client_core::transcript_fold::raw_seq`'s doc for why
+            // resuming from the latter re-delivers deltas already folded
+            // into an in-progress reply.
+            let after = page
+                .as_ref()
+                .ok()
+                .and_then(|values| values.last())
+                .and_then(client_core::transcript_fold::raw_seq)
+                .unwrap_or(0);
+            let result = page.and_then(|values| fold_page(&values));
+
+            {
+                let live_generation = live_generation.clone();
+                ctx.update(move |state: &mut TranscriptClient, rsc| {
+                    if live_generation.load(Ordering::SeqCst) != my_generation {
+                        return;
+                    }
+                    match result {
+                        Ok(items) => {
+                            state.items = items;
+                            state.rebuild_transcript(rsc);
+                        }
+                        Err(message) => {
+                            state.show_message(rsc, &format!("Couldn't load transcript: {message}"))
+                        }
+                    }
+                });
+            }
+            redraw.request_redraw();
+
+            if live_generation.load(Ordering::SeqCst) != my_generation {
+                return;
+            }
+            // The outer closure here is an `FnMut` -- `follow_session_events`
+            // calls it once per line -- so it captures `live_generation` by
+            // move and re-clones it for each inner `ctx.update` closure
+            // rather than moving a shared `stop`-style helper into itself:
+            // a value moved out of an `FnMut`'s captures on one call leaves
+            // nothing there for the next.
+            let _ =
+                follow_session_events(
+                    &stream_transport,
+                    &session_id,
+                    after,
+                    move |item| match item {
+                        StreamItem::Open | StreamItem::Reset => {
+                            live_generation.load(Ordering::SeqCst) == my_generation
+                        }
+                        StreamItem::Event { event, .. } => {
+                            if live_generation.load(Ordering::SeqCst) != my_generation {
+                                return false;
+                            }
+                            let live_generation = live_generation.clone();
+                            ctx.update(move |state: &mut TranscriptClient, rsc| {
+                                if live_generation.load(Ordering::SeqCst) != my_generation {
+                                    return;
+                                }
+                                state.apply_event(rsc, &event);
+                            });
+                            redraw.request_redraw();
+                            true
+                        }
+                    },
+                );
+        });
+    }
+
+    /// Rebuilds the whole widget tree from `self.items` -- same tradeoff as
+    /// `desktop-app`'s `rebuild_transcript` (this module's doc comment).
+    /// Reads `self.session_id` rather than taking one, since every caller
+    /// (the opening page, and every live event) already has it set there.
+    fn rebuild_transcript(&mut self, rsc: &mut AndroidRsc<Self>) {
+        let in_progress = self
+            .screen
+            .as_ref()
+            .map(|screen| screen.composer.field.edit(rsc).text.text().to_string())
+            .filter(|t| !t.is_empty());
+
+        let rows = group_tool_runs(&self.items);
+        let (screen, tree) = transcript_ui::build_tree(rsc, rows);
+
+        if let Some(text) = in_progress {
+            screen.composer.field.edit(rsc).set(&text);
+        }
+        if let Some(session_id) = self.session_id.clone() {
+            let field = screen.composer.field;
+            rsc.register_event(field, Submit, move |ctx, rsc| {
+                let text = field.edit(rsc).take();
+                let text = text.trim().to_string();
+                if !text.is_empty() {
+                    ctx.state.send_message(session_id.clone(), text);
+                }
+            });
+        }
+
+        (self.content)(rsc).set(tree);
+        self.screen = Some(screen);
+    }
+
+    fn apply_event(&mut self, rsc: &mut AndroidRsc<Self>, event: &SeqEvent) {
+        let old_items = self.items.clone();
+        self.items = fold_event(&self.items, event);
+        match &self.screen {
+            // The common path: update only the row(s) that actually
+            // changed instead of refolding and rebuilding all ~3,200 of
+            // them per event (RUST.md's P0 streaming-phase fix).
+            Some(screen) => screen.apply(rsc, &old_items, &self.items),
+            // No screen yet (the opening page hasn't landed) -- build one
+            // the ordinary way once it has.
+            None => self.rebuild_transcript(rsc),
+        }
+    }
+
+    fn send_message(&mut self, session_id: String, text: String) {
+        std::thread::spawn(move || {
+            if let Ok(transport) = build_transport() {
+                let api = ApiClient::new(transport);
+                let _ = api.send_message(&session_id, &text, &[]);
+            }
+        });
+    }
+}

iris/benches/message_list.rs

@@ -0,0 +1,425 @@
+//! On-demand benchmarks for iris's message-list scenario -- IRIS_TODO.md's
+//! "Benchmarks" item, and RUST.md's I3. Never run by `cargo test`; run
+//! explicitly with `cargo bench --bench message_list --release` or
+//! `./run-bench.sh`.
+//!
+//! **Why a plain `Instant`-timed binary, not criterion.** Every scenario
+//! here is really "how many `Widget::draw` calls and primitive rewrites did
+//! this frame cost," which `UiRenderState::take_counters` already answers
+//! exactly (see `iris/src/layout_tests.rs`, which this file's harness
+//! mirrors). A short loop that times itself and prints the counters
+//! alongside the wall time says everything criterion's warm-up/sampling/
+//! outlier-removal machinery would add on top, for scenarios that are
+//! fundamentally about a *count*, not a noisy microbenchmark distribution
+//! -- and it avoids a new dependency this crate does not otherwise need.
+//! Per the code rules, the plain option is also the one shorter to explain.
+//!
+//! **The list under test is `iris::widget::List` (RUST.md's I3), not a
+//! `Scroll` over a `Span` of pre-built rows.** Earlier versions of this
+//! file built their own giant `Span` and wrapped it in `Scroll`, which
+//! meant (a)/(b)/(c) below were measuring "move one big child," never the
+//! virtualised widget the app's transcript screen actually needs. `List`
+//! still needs every row's *widget* built up front by the caller (its
+//! module doc explains why: it only ever sees `&dyn Widget` through
+//! `Painter`, so it cannot construct a row lazily on its own) -- what
+//! virtualisation buys is that only the rows currently on screen are ever
+//! *drawn*, which is what the draw/rewrite/move counters below are
+//! measuring, not construction time.
+//!
+//! Scenarios (LAYOUT.md's O(1) move chain, list.rs's module doc, and
+//! IRIS_TODO.md's "Benchmarks" wording):
+//!
+//! - (a) first-frame cost of a message list of N wrapped-text rows, some
+//!   with an image, for N = 100 / 1,000 / 10,000. With a virtualised list
+//!   this is expected to stop scaling with N once N exceeds a screenful --
+//!   the draw/rewrite counters below are the number that used to grow 10x
+//!   per 10x N and should not any more.
+//! - (b) per-frame cost of scrolling that list -- must be O(1) moves, not
+//!   re-layout.
+//! - (c) the input-box case: growing a fixed-height field at the bottom of
+//!   the screen must move the message list above it, not re-lay its rows.
+//!   Reports frame time *and* the draw/rewrite/move counters LAYOUT.md
+//!   section 8 defines.
+//! - (d) insert-above-anchor: paging older history onto the front of an
+//!   already-scrolled list. `List::push_front` is an O(1) index update
+//!   (list.rs's module doc); this measures that none of the rows already
+//!   on screen are touched by it.
+//! - (e) expand-a-row-holding-its-edge: growing one row's height with a
+//!   tap recorded near one of its edges (list.rs's `note_tap`) must move
+//!   only the rows on the far side of it, never redraw the ones already
+//!   correctly placed.
+//!
+//! (f), many images with zero steady-state bind-group creation, needs a
+//! real `wgpu` device and lives in `iris/examples/bench_images.rs` instead,
+//! driven through `run-headless.sh` -- see that file's header.
+//!
+//! `UiRenderState`/`Widgets` touch no GPU or window (as `layout_tests.rs`
+//! notes), so everything here runs as an ordinary `--release` binary with
+//! no compositor. Numbers are recorded in RUST.md's I3 box, not here --
+//! this file is the rig, not the result.
+
+use iris::prelude::*;
+use std::time::Instant;
+
+/// The minimal `UiRsc` a benchmark needs -- identical in shape to
+/// `layout_tests.rs`'s `TestRsc`.
+struct BenchRsc {
+    ui: UiData,
+}
+
+impl UiRsc for BenchRsc {
+    fn ui(&self) -> &UiData {
+        &self.ui
+    }
+    fn ui_mut(&mut self) -> &mut UiData {
+        &mut self.ui
+    }
+}
+
+/// Long enough to force real wrapping at a phone-plausible column width, and
+/// varied enough (no two rows byte-identical) that nothing can special-case
+/// on repeated content.
+const BODY: &str = "The quick brown fox jumps over the lazy dog. Iris lays \
+out wrapped text by shaping once per width and caching the result, so a \
+row that is offered the same width twice does not reshape. This sentence \
+exists only to give a row enough text to wrap across several lines at a \
+typical phone column width.";
+
+/// One message row: a wrapped `Text`, and every `image_every`th row also an
+/// `Image` beneath it -- a small in-memory RGBA square rather than a file,
+/// so N=10,000 rows costs no disk I/O.
+fn build_row(rsc: &mut BenchRsc, i: usize, image_every: usize) -> StrongWidget {
+    let mut text = Text::new(format!("Message {i}: {BODY}"));
+    text.wrap = true;
+    let text = rsc.ui.widgets.add_strong(text).any();
+
+    if image_every > 0 && i.is_multiple_of(image_every) {
+        let img = image::DynamicImage::new_rgba8(64, 64);
+        let image_widget = image::<BenchRsc>(img)(rsc);
+        let image_widget = rsc.ui.widgets.add_strong(image_widget).any();
+        let mut row = Span::empty(Dir::DOWN);
+        row.push(text);
+        row.push(image_widget);
+        rsc.ui.widgets.add_strong(row).any()
+    } else {
+        text
+    }
+}
+
+/// A virtualised `List` of `n` message rows, one in `image_every` of them
+/// carrying an image (0 disables images entirely). Returns the list widget
+/// (weak, so the caller can drive it) and the erased root to render.
+fn build_message_list(
+    rsc: &mut BenchRsc,
+    n: usize,
+    image_every: usize,
+) -> (WeakWidget<List>, StrongWidget) {
+    let mut list = List::new(Axis::Y);
+    for i in 0..n {
+        let row = build_row(rsc, i, image_every);
+        list.push_back(ListRow::new(i as u64, row));
+    }
+    let list = rsc.ui.widgets.add_strong(list);
+    (list.weak(), list.any())
+}
+
+fn report(label: &str, elapsed: std::time::Duration, draws: u64, rewrites: u64, moves: u64) {
+    println!(
+        "{label}: {:.2}ms  draws={draws} rewrites={rewrites} moves={moves}",
+        elapsed.as_secs_f64() * 1000.0
+    );
+}
+
+/// (a) First-frame cost of a message list of N rows.
+fn bench_first_frame(n: usize) {
+    let mut rsc = BenchRsc {
+        ui: UiData::default(),
+    };
+    let (_list, root) = build_message_list(&mut rsc, n, 20);
+    let mut render = UiRenderState::new();
+    render.resize((1080.0, 2000.0));
+
+    let start = Instant::now();
+    render.update(&root, &mut rsc);
+    let elapsed = start.elapsed();
+    let (draws, rewrites, moves) = render.take_counters();
+    report(
+        &format!("(a) first frame, N={n}"),
+        elapsed,
+        draws,
+        rewrites,
+        moves,
+    );
+}
+
+/// (b) Per-frame cost of scrolling an already-laid-out list of N rows.
+/// Warms up (one no-op tick, matching `Scroll`'s own need for it before an
+/// ordinary Rust `layout_tests.rs` scrolling test becomes a same-size move
+/// rather than a resize), then times a run of individual scroll ticks.
+fn bench_scroll(n: usize, ticks: usize) {
+    let mut rsc = BenchRsc {
+        ui: UiData::default(),
+    };
+    let (list, root) = build_message_list(&mut rsc, n, 20);
+    let mut render = UiRenderState::new();
+    render.resize((1080.0, 2000.0));
+    render.update(&root, &mut rsc);
+    rsc.ui.widgets.get_mut(&list).unwrap().scroll(0.0);
+    render.update(&root, &mut rsc);
+    render.take_counters();
+
+    let mut total = std::time::Duration::ZERO;
+    let mut total_draws = 0u64;
+    let mut total_rewrites = 0u64;
+    let mut total_moves = 0u64;
+    for _ in 0..ticks {
+        rsc.ui.widgets.get_mut(&list).unwrap().scroll(-8.0);
+        let start = Instant::now();
+        render.update(&root, &mut rsc);
+        total += start.elapsed();
+        let (draws, rewrites, moves) = render.take_counters();
+        total_draws += draws;
+        total_rewrites += rewrites;
+        total_moves += moves;
+    }
+    report(
+        &format!("(b) scroll, N={n}, {ticks} ticks (totals; expect draws/moves independent of N)"),
+        total,
+        total_draws,
+        total_rewrites,
+        total_moves,
+    );
+    println!(
+        "    per-tick average: {:.4}ms",
+        total.as_secs_f64() * 1000.0 / ticks as f64
+    );
+}
+
+/// (c) The input-box case: a fixed-height field at the bottom of the screen
+/// growing by a line at a time, with a message list of N rows filling the
+/// rest of the screen above it. Growing the input shrinks the *offered*
+/// height of the list container (a single widget, from the outer `Span`'s
+/// point of view) without changing the width it offers its content -- so
+/// the rows underneath, which only care about width, must not redraw; the
+/// list's own re-registration of where its content sits is the one O(1)
+/// move this is checking for.
+fn bench_input_grows(n: usize, lines: usize) {
+    let mut rsc = BenchRsc {
+        ui: UiData::default(),
+    };
+    let (list, list_root) = build_message_list(&mut rsc, n, 20);
+    let list_area = rsc.ui.widgets.add_strong(Sized {
+        inner: list_root,
+        x: None,
+        y: Some(rest(1.0)),
+    });
+
+    let line_height = 24.0;
+    let input_rect = rsc.ui.widgets.add_strong(Rect::new(UiColor::WHITE));
+    let input_area = rsc.ui.widgets.add_strong(Sized {
+        inner: input_rect.any(),
+        x: None,
+        y: Some(abs(line_height)),
+    });
+
+    let input_area_weak = input_area.weak();
+    let mut root_span = Span::empty(Dir::DOWN);
+    root_span.push(list_area.any());
+    root_span.push(input_area.any());
+    let root = rsc.ui.widgets.add_strong(root_span).any();
+
+    let mut render = UiRenderState::new();
+    render.resize((1080.0, 2000.0));
+    render.update(&root, &mut rsc);
+    rsc.ui.widgets.get_mut(&list).unwrap().scroll(0.0);
+    render.update(&root, &mut rsc);
+    render.take_counters();
+
+    let mut total = std::time::Duration::ZERO;
+    let mut total_draws = 0u64;
+    let mut total_rewrites = 0u64;
+    let mut total_moves = 0u64;
+    for line in 1..=lines {
+        rsc.ui.widgets.get_mut(&input_area_weak).unwrap().y =
+            Some(abs(line_height * (line + 1) as f32));
+        let start = Instant::now();
+        render.update(&root, &mut rsc);
+        total += start.elapsed();
+        let (draws, rewrites, moves) = render.take_counters();
+        total_draws += draws;
+        total_rewrites += rewrites;
+        total_moves += moves;
+    }
+    report(
+        &format!(
+            "(c) input grows by {lines} lines above N={n} rows (totals; \
+             draws/rewrites must not scale with N)"
+        ),
+        total,
+        total_draws,
+        total_rewrites,
+        total_moves,
+    );
+    println!(
+        "    per-line average: {:.4}ms",
+        total.as_secs_f64() * 1000.0 / lines as f64
+    );
+}
+
+/// (d) Insert-above-anchor: the list is scrolled to its very first loaded
+/// row (`jump_to_start`, an O(1) re-anchor) rather than left at the default
+/// bottom, so a row prepended above it is genuinely "inserted above the
+/// anchor" rather than merely far off-screen at the far end. Each
+/// `push_front` is O(1) (list.rs's module doc: the anchor's slot is an
+/// index, bumped by one) and, since the prepended rows never enter the
+/// viewport, none of them should cost a draw either.
+fn bench_insert_above_anchor(n: usize, inserts: usize) {
+    let mut rsc = BenchRsc {
+        ui: UiData::default(),
+    };
+    let (list, root) = build_message_list(&mut rsc, n, 20);
+    let mut render = UiRenderState::new();
+    render.resize((1080.0, 2000.0));
+    render.update(&root, &mut rsc);
+    rsc.ui.widgets.get_mut(&list).unwrap().jump_to_start();
+    render.update(&root, &mut rsc);
+    render.take_counters();
+
+    let mut total = std::time::Duration::ZERO;
+    let mut total_draws = 0u64;
+    let mut total_rewrites = 0u64;
+    let mut total_moves = 0u64;
+    for i in 0..inserts {
+        // Older-history rows: distinct keys below every existing one, so a
+        // real caller's paging code (prepending an older page) is exactly
+        // what this loop does.
+        let row = build_row(&mut rsc, usize::MAX - i, 20);
+        rsc.ui
+            .widgets
+            .get_mut(&list)
+            .unwrap()
+            .push_front(ListRow::new(i as u64, row));
+        let start = Instant::now();
+        render.update(&root, &mut rsc);
+        total += start.elapsed();
+        let (draws, rewrites, moves) = render.take_counters();
+        total_draws += draws;
+        total_rewrites += rewrites;
+        total_moves += moves;
+    }
+    report(
+        &format!(
+            "(d) insert-above-anchor, N={n}, {inserts} pushes (totals; \
+             must not scale with N)"
+        ),
+        total,
+        total_draws,
+        total_rewrites,
+        total_moves,
+    );
+    println!(
+        "    per-push average: {:.4}ms",
+        total.as_secs_f64() * 1000.0 / inserts as f64
+    );
+}
+
+/// (e) Expand-a-row-holding-its-edge: one row (fixed-height, so its size is
+/// directly controllable) is grown a little at a time, each time preceded
+/// by `note_tap` aimed at its own top edge -- the exact mechanism list.rs's
+/// module doc describes and its unit tests check for correctness. This
+/// measures its *cost*: only the rows on the far side of the grown one
+/// (below it, since the top edge is held) should ever move, and nothing
+/// should be redrawn purely because the list overall got taller.
+fn bench_expand_holds_edge(n: usize, growths: usize) {
+    let mut rsc = BenchRsc {
+        ui: UiData::default(),
+    };
+    let mut list = List::new(Axis::Y);
+    // Near the end (not the very last row) so it is already on screen
+    // under the list's default bottom-anchored placement, for every N --
+    // no scrolling needed to bring it into view before measuring.
+    let growable_index = n.saturating_sub(3);
+    let mut growable = None;
+    for i in 0..n {
+        if i == growable_index {
+            let rect = rsc.ui.widgets.add_strong(Rect::new(UiColor::WHITE));
+            let sized = rsc.ui.widgets.add_strong(Sized {
+                inner: rect.any(),
+                x: None,
+                y: Some(abs(40.0)),
+            });
+            growable = Some(sized.weak());
+            list.push_back(ListRow::new(i as u64, sized.any()));
+        } else {
+            let row = build_row(&mut rsc, i, 20);
+            list.push_back(ListRow::new(i as u64, row));
+        }
+    }
+    let list = rsc.ui.widgets.add_strong(list);
+    let list_weak = list.weak();
+    let root = list.any();
+    let growable = growable.unwrap();
+
+    let mut render = UiRenderState::new();
+    render.resize((1080.0, 2000.0));
+    render.update(&root, &mut rsc);
+    render.take_counters();
+
+    let mut total = std::time::Duration::ZERO;
+    let mut total_draws = 0u64;
+    let mut total_rewrites = 0u64;
+    let mut total_moves = 0u64;
+    let mut height = 40.0f32;
+    let key = growable_index as u64;
+    for _ in 0..growths {
+        height += 10.0;
+        if let Some((top, _bottom)) = rsc.ui.widgets.get(&list_weak).unwrap().extent(key) {
+            rsc.ui
+                .widgets
+                .get_mut(&list_weak)
+                .unwrap()
+                .note_tap(top + 1.0);
+        }
+        rsc.ui.widgets.get_mut(&growable).unwrap().y = Some(abs(height));
+        let start = Instant::now();
+        render.update(&root, &mut rsc);
+        total += start.elapsed();
+        let (draws, rewrites, moves) = render.take_counters();
+        total_draws += draws;
+        total_rewrites += rewrites;
+        total_moves += moves;
+    }
+    report(
+        &format!(
+            "(e) expand-hold, N={n}, {growths} growths (totals; \
+             must not scale with N)"
+        ),
+        total,
+        total_draws,
+        total_rewrites,
+        total_moves,
+    );
+    println!(
+        "    per-growth average: {:.4}ms",
+        total.as_secs_f64() * 1000.0 / growths as f64
+    );
+}
+
+fn main() {
+    println!("iris message-list benchmark -- release build, this machine's CPU");
+    for &n in &[100usize, 1_000, 10_000] {
+        bench_first_frame(n);
+    }
+    for &n in &[100usize, 1_000, 10_000] {
+        bench_scroll(n, 200);
+    }
+    for &n in &[100usize, 1_000, 10_000] {
+        bench_input_grows(n, 40);
+    }
+    for &n in &[100usize, 1_000, 10_000] {
+        bench_insert_above_anchor(n, 200);
+    }
+    for &n in &[100usize, 1_000, 10_000] {
+        bench_expand_holds_edge(n, 40);
+    }
+}

iris/core/Cargo.toml

@@ -5,8 +5,15 @@ edition.workspace = true
 
 [dependencies]
 wgpu = { workspace = true }
+# Only for `UiRenderNode::new`'s `push_error_scope`/`pop_error_scope` pair
+# (renderer-creation error reporting, RUST.md's P0 phone-crash box) --
+# `block_on` turns that one async pop into the same synchronous call shape
+# `device_limits()`'s two callers already use for `request_adapter`/
+# `request_device`, rather than making this crate's one entry point async.
+pollster = { workspace = true }
 bytemuck ={ workspace = true }
 image = { workspace = true }
 parley = { workspace = true }
 swash = { workspace = true }
 fxhash = { workspace = true }
+accesskit = { workspace = true }