docs: record omp subagent fan-out caps and per-endpoint in-flight ceilings

Codifies the limits set in agent/config.yml 2026-10-19: task concurrency 2,
no nested subagent spawns (maxRecursionDepth 1 - and why 0 must never be
set), 30-min runtime / 120-request budgets, isolation opt-in enabled,
completion probes off, 600s tool timeout ceiling, and per-provider
in-flight caps (archon 3, dragoon 2, zealot 3) keyed by models.yml provider
ids with their per-machine scope caveat. Small docs-only change; no issue
opened per trunk-based small-fix exemption.

agent/config.yml

@@ -204,12 +204,8 @@ tts:
   localVoice: bm_george
 speech:
   enabled: true
-  mode: yield
+  mode: all
   enhanced: true
-  # Kokoro voice for SPEAK-ALOUD only — the enum is Kokoro's, and this block never
-  # reaches an HTTP request. The tts tool forwards `voice_id` and nothing else, so
-  # a frank-tts pack name here would break the vocalizer and still leave a
-  # synthesis call voice-less. Say `voice_id: "narrator1"` in the call.
   voice: am_fenrir
 secrets:
   enabled: true

agent/managed-skills/frank-tts-consumer-voice-triage/SKILL.md

@@ -0,0 +1,81 @@
+---
+name: frank-tts-consumer-voice-triage
+description: "Triage a consumer (OpenWebUI, omp, open-notebook) rejecting or ignoring a frank-tts voice name: prove whether the server or the browser-side Kokoro.js engine produced the error."
+---
+
+# frank-tts consumer voice triage
+
+A consumer says a voice name is invalid, speaks in the wrong voice, or is
+silent. `frank-tts` (`192.168.0.143:7772`, shim
+`dankclaw/voiceservice/app.py`) resolves `voice=<name>` against
+`/home/dank/voices/<name>/reference.wav` and answers **400 + the list of
+voices that exist** for a name it cannot resolve — never a silent fallback.
+Any error naming a *different* voice list did not come from it.
+
+**Signature that decides the case immediately:** an enum of ~29 names
+`af_heart, af_alloy, … am_*, bf_*, bm_* … bm_fable` is **Kokoro's fixed pack**,
+the voice list of **Kokoro.js running in the browser** (OpenWebUI ships it
+in its own front end as TTS engine value `browser-kokoro`, with a personal
+"Kokoro.js dtype" setting; model `onnx-community/Kokoro-82M-v1.0-ONNX`).
+`narrator1/2/3` are frank-tts cloned voices. Kokoro cannot clone.
+
+## Instrument ladder (stop at the first that answers)
+
+1. **What the endpoint actually accepts** (never infer from a consumer's text):
+   `curl -s http://127.0.0.1:7772/v1/audio/voices` → JSON array of pack names.
+2. **Speak with the consumer's exact body, from inside the consumer's
+   container** — same network, same shape. Write the JSON to a file and
+   `--data-binary @file` (nested `sh -c` quoting silently sends an empty
+   body and yields a bogus `400 malformed request body`):
+   ```
+   printf '%s' '{"model":"frank-tts","input":"probe","voice":"narrator1","response_format":"mp3","speed":1.0}' > /tmp/p.json
+   podman cp /tmp/p.json <consumer>:/tmp/p.json
+   podman exec <consumer> curl -sS -o /tmp/o.bin -w 'http=%{http_code} type=%{content_type} bytes=%{size_download}\n' \
+     -X POST http://host.containers.internal:7772/v1/audio/speech \
+     -H 'Content-Type: application/json' --data-binary @/tmp/p.json
+   ```
+   `200 audio/mpeg|audio/wav` ⇒ the server path is healthy; the failure is elsewhere.
+3. **Did the request arrive at all?** `podman logs --tail 400 <consumer> | grep -c audio/speech`.
+   A server-path failure leaves a log line **and** a frank-tts error body; a
+   client-side engine leaves **neither**. This contrast is the discriminator.
+4. **Where the rejection string lives** (proves the emitter without guessing):
+   ```
+   podman exec <consumer> sh -c 'grep -ho ".\{200\}Should be one of.\{80\}" /app/build/_app/immutable/chunks/*.js | head'
+   podman exec <consumer> sh -c 'grep -ho ".\{60\}af_heart.\{200\}" /app/build/_app/immutable/chunks/*.js | head -2'
+   ```
+   Matched inside the front-end bundle ⇒ browser-side validator, not the API.
+5. **Config authority sweep** (OpenWebUI): admin config is the `config`
+   table (one key per row, JSON `value`; expected
+   `audio.tts.engine=openai`, `audio.tts.model`, `audio.tts.voice`,
+   `audio.tts.openai.api_base_url`); per-user overrides are the `settings`
+   JSON column of table `user` (singular, no `is_active`; some rows hold the
+   string `null` → guard it). `audio.stt.*` and `audio.tts.*` are separate.
+   No `sqlite3` CLI in the image or on the host: `podman exec -i <c> python -`
+   with the stdlib module. **`podman exec` needs `-i` to accept a heredoc
+   script** — without it the script is silently dropped and you get no output.
+
+## Known traps
+
+- OpenWebUI is a **rootless** quadlet: `sudo podman …` reports *no such
+  container*. Read it rootless.
+- `podman ps` in this podman build has no `.ImageName` field — use `{{.Image}}`.
+- The in-browser engine choice is **per-browser storage**: empty
+  `user.settings` + correct admin config + zero backend hits is the normal
+  shape of this bug. Fix is UI: Settings → Audio → TTS Engine → **Default**.
+- `GET /api/config` publishes no `audio` block, and nonexistent `/api/...`
+  paths return the SPA HTML with `200` — never conclude "config missing" from
+  an HTML body.
+- TTS is memory-registry sensitive: the engine's voice registry is
+  memory-only, so "every name returns 400" after a restart points at the warm
+  pass, not at the caller (see [[frank-tts-add-cloned-voice]]).
+
+## Local playback side (omp `/say`, manual probes)
+
+If synthesis succeeds (`200`, sane WAV bytes) but nothing is audible, the
+fault is the PipeWire graph, not the endpoint:
+`wpctl status` (default sink marked `*`, and *Default Configured Devices* —
+a remembered-but-offline `bluez_output.*` there is the classic silent
+route), `wpctl get-volume @DEFAULT_AUDIO_SINK@`, `pw-play -v <file>` (expect
+`stream drained` + exit 0), and target a device explicitly with
+`pw-play --target <node-id>` to identify which hardware is live. A one-word
+clip (~0.7 s) is easy to miss — probe with a multi-second sentence.

agent/managed-skills/noctalia-bar-layout-edit/SKILL.md

@@ -1,50 +1,52 @@
 ---
 name: noctalia-bar-layout-edit
-description: "Edit/verify Noctalia v5 bar layout and clock widgets (multi-timezone instances, capsule groups); GUI→repo propagation chain, settings.toml symlink audit, and clobber-recovery via dangling stashes on Frank's dotfiles workstations"
+description: "Edit/verify Noctalia v5 bar layout and clock widgets (multi-timezone instances, capsule groups); GUI-repo propagation chain, settings.toml symlink audit, and stash-clobber recovery on Frank's dotfiles workstations"
 ---
 
-# Noctalia v5 bar layout edit
-
 Bar widget layout on Frank's noctalia v5 workstations is GUI-override state, not config.toml.
 
 ## Where
-- Layout file: `~/.local/state/noctalia/settings.toml` → `[bar.<name>]` keys `start` / `center` / `end` (arrays of widget ids; `[widget.<id>]` subtables hold per-widget settings).
-- On Frank's boxes this file MUST be a **symlink into the command-center repo** (e.g. `~/.omp/dotfiles/noctalia/.local/state/noctalia/settings.toml`) — edit the repo file, not the link path (atomic-rename writes through the link path would replace the symlink).
+- Layout file: `~/.local/state/noctalia/settings.toml` -> `[bar.<name>]` keys `start` / `center` / `end` (arrays of widget ids; `[widget.<id>]` subtables hold per-widget settings).
+- On Frank's boxes this file MUST be a **symlink into the command-center repo** (e.g. `~/.omp/dotfiles/noctalia/.local/state/noctalia/settings.toml`) - edit the repo file, not the link path (atomic-rename writes through the link path would replace the symlink).
 - Layer order: built-in defaults < `~/.config/noctalia/config.toml` (+`[include]`) < `settings.toml` (wins). Noctalia writes through symlinks and keeps them.
-- Defaults when a key is absent: `start = ["launcher","wallpaper","workspaces"]`, `center = ["clock"]`.
-- **Noctalia rewrites this file itself** (GUI actions + normalizes keys/format, e.g. strips `{:%...}` braces, reorders widget lists). Always re-read the exact lines immediately before editing; stale line anchors WILL drift between reads.
+- Defaults when a key is absent: `start = ["launcher","wallpaper","workspaces"]`, `center = ["clock"]`, `end = ["notifications","clipboard","network","bluetooth","tray","battery","session","control-center","clock"]`.
 
-## GUI→repo propagation (checkout-is-deployment)
-- `~/.config/noctalia/config.toml` is symlinked into the repo → GUI settings writes land in the repo working tree automatically.
-- `~/.local/state/noctalia/settings.toml` can SILENTLY become a plain file (observed 2026-10-17; hardlink/symlink wiring decays) → GUI bar-layout changes then diverge from the repo with no signal. AUDIT: `readlink ~/.local/state/noctalia/settings.toml` must print the repo path; if it's a plain file and repo copy is content-identical, re-arm: `ln -sfn <repo-path> <live-path>` + `noctalia config validate`.
-- Landing in the working tree ≠ propagated: other boxes only see it after commit + push to Gitea main. `live-sync.path` (PR #15; DirectoryNotEmpty on `dotfiles/`) commits dotfiles-tier writes within ~2 s once deployed — until it is active on a box, the hourly heartbeat leaves up to 59 min of exposure, and on 2026-10-18 exactly that window let a trunk-sync stash destroy months of GUI layout work. Until verified active (`systemctl --user status live-sync.path`), commit GUI layout edits the same session yourself. Noctalia's runtime churn (wallpaper path, nightlight, panel positions) rides along; normal.
-- niri has NO settings GUI; niri "GUI changes" don't exist, and `niri msg output ...` runtime overrides are not persisted. niri cfg mirror↔live links also decay (all inodes decoupled once) → audit by CONTENT: `diff` every `~/.config/niri/cfg/*.kdl` against its `dotfiles/zz-blankpad/niri/...` mirror, never trust links.
+## Clobber window and recovery (2026-10-18 incident law)
+- GUI-built layout is **working-tree-only until the hourly live-sync heartbeat commits it**. A merge/sync session that "clears the dirty tree" can `git stash` those edits, and later stash operations can destroy the entries - customizations then vanish from the live bar with the repo copy stale.
+- Never blame the GUI or noctalia first: diff live file vs `HEAD`, check heartbeat commits (`git log -- dotfiles/noctalia/.local/state/noctalia/settings.toml`), then the stash chain.
+- Destroyed stashes are recoverable: `git fsck --lost-found` lists dangling commits; `git show <dangling>:dotfiles/noctalia/.local/state/noctalia/settings.toml` dumps each candidate; pick by `[bar.default]` richness (capsule groups, extra clock instances). Validate a candidate in a sandboxed `XDG_*_HOME` before touching the live file.
+- After recovery, commit the file immediately so the window closes.
 
-## If the bar got wiped (recovery)
-- The working-tree file is often the ONLY copy of GUI work; a `git checkout`/stash/merge clobber is survivable because git objects outlive stash entries: `git fsck --lost-found`, inspect `git log -1 --format='%ci %s' <dangling>` (newest `WIP on` stash commits hold the last good settings.toml), dump with `git show <c>:dotfiles/noctalia/.local/state/noctalia/settings.toml`.
-- Before restoring: back up the clobbered file to `.AGENTTRASH/`; validate the candidate in a sandbox (`XDG_CONFIG_HOME=… XDG_STATE_HOME=… noctalia config validate` — plugin-widget "unrecognized type" warnings there are offline-CLI blindness, not blockers); restore via `cp` onto the repo path (cp writes through the symlink; `mv` would replace it); prove visually with `noctalia msg screenshot-fullscreen`; commit immediately.
-- Cross-check the recovered layout against Frank's old screenshots in `~/Pictures/screenshot_*.png` (crop top ~7% with magick) — they are ground truth for what the bar should look like.
+## Widgets (v5 census, verified 2026-10-17)
+- Full roster in `settings.toml` widget_order plus docs: activity, backlinks, battery, bluetooth, brief, bright, cat, cheatsheet, chart, clipby, clipboard, control-center, cpu, controls, cava (now playing), disk, gpu, help, keyboard, language, launcher, mediaplayer, memory, mic, network, night-light, noctalia-palette, notification-history, notifications, niri-colors, power-section, power-profile, screenrecord, scratchpad, screenshot, session, shell (custom shell command), slowouts, slowouts-visible (per-output bar assignment), speedtest, swayosd-*, taskbar, tray, voiceline, volume, wallpaper, weather, workspaces.
+- `clock` widget: `format` (chrono strftime), `schema` (12/24), `multi_line`, `show_seconds`, `popup`, and **timezone** = IANA name. Multiple clock widget instances are supported: ids like `clock`, `clock-utc`, `clock-sea` each get a `[widget.<id>]` subtable -> one capsule per instance. This is how multi-timezone (Seattle work + UTC dev) lands: add `clock` + `clock-utc` to `end` (or `center`), set `timezone = "Etc/UTC"` on the utc one.
+- `cat` widget: shows random ASCII art, `rows` setting (4-10).
+- `shell` widget: `command`, `run interval` (seconds), `icon`, `terminal`; output lands in its capsule popup - can wrap any CLI (hyprstatus-style).
+- `taskbar` widget: shows window buttons **only on outputs where `niri-bridged` is enabled** (noctalia-launcher enables it). Buttons render **icon-only** (app icon from icon theme; fallback = first letter of title); the window title string is NOT shown in the bar. Hover tooltip carries title + app_name. Per-widget settings: `show_icons`, `show_actions`, `disable_middle_click`, `preferred_app_names` (map app_name -> icon for missing icons).
+- Widget ids usable in `[bar.*].start|center|end` are restricted to "bar widgets" (`is_bar_widget` allowlist in `bar.rs`); non-bar widget ids are silently dropped at load. `group:<id>` entries render capsule groups.
+- Capsule groups: `[bar.<name>.capsule_groups]` id = `["widget",...]`.
+- Niri layout law for bars: window width must stay **odd** (strut = (W-1)/2); bars reserve via layer-shell, niri's reserved area = layer surface size, so bar height changes need no niri edit.
 
-## Apply/verify loop (no restart, no reload IPC)
-1. Edit the repo `settings.toml`.
-2. `noctalia config validate` (checks merged layers; also `noctalia config export [full] | yq -p toml` to inspect effective values).
-3. Both layers are file-watched → hot-reload. Prove visually: `noctalia msg screenshot-fullscreen` saves a PNG to `~/Pictures`; read the image and inspect the bar.
-4. **Screenshot race:** the `ok` return precedes the PNG write. Never chain `noctalia msg screenshot-fullscreen && magick "$(ls -t ~/Pictures/screenshot_*.png | head -1)" ...` in one command — you crop the PREVIOUS capture. List `ls -t` in a separate later call and crop the named file.
-5. Crop for reading: `magick <png> -crop 100%x8%+0+0 +repage /tmp/strip.png`, then read the strip; cross-check clocks against `date -u` / `date`.
+## Bar styles (GUI-visible, settings.toml keys)
+- `[bar.*]`: `thickness`, `font_family`, `font_weight`, `font_size`, `opacity`, `border_width`, `border_offset`, `rounded`, `paddings`, `icon_ratio`, `follow_layout`, `output`, `exclusive`, `layer` (`bottom` = below window layer; `overlay` = above windows), `position` (`top`/`bottom`).
+- Per-monitor bars: add a `[bar.<name>]` with `output = "<monitor>"` and `follow_layout = true` (niri) -> per-workspace strut follows tall windows on that monitor. This is the mechanism for "bar shrinks when a window is tall" (the bar is a layer-shell strut, NOT a niri layer rule).
+- The GUI "Bar" page is the reference list; anything absent from settings.toml is a built-in default.
 
-## Clock widgets
-- `[widget.clock]` settings: `format`, `vertical_format`, `tooltip_format`, `timezone` (IANA id, e.g. `"UTC"`, `""` = system local). Tokens are strftime-compatible (`%H` 24h, `%I:%M %p` 12h, `%F` ISO date); `{:%...}` brace fields optional; `\n` = second line. Docs: docs.noctalia.dev → bar/widgets/clock + configuration/date-format-tokens.
-- **One timezone per widget; multiple instances allowed:** any `[widget.<id>]` needs `type = "clock"` for custom ids (bare `clock` id infers it). Each instance converts independently — e.g. local 12h + `timezone = "UTC"` 24h side by side.
-- Placement: add ids to `[bar.<name>]` start/center/end, or to a capsule group: `[[bar.default.capsule_group]]` with `id = "g1"` + `members = [...]`, referenced from `start` as `"group:g1"` (member order = left-to-right inside the capsule).
-- Local date + local 12h fit in ONE widget (same tz); the UTC 24h clock must be a second widget.
-- Expect the date widget (local) and UTC clock to disagree on the day after ~5 PM Seattle — that's correct UTC, not a bug; offer `%F` inside the UTC widget if it irks.
+## Slowouts (window-height-aware bars/panels)
+- `slowouts` = hidden engine (not a bar capsule): `[slowouts]` keys `enabled`, `duration`, `easing`, `trigger_offset`; per-monitor `[slowouts.<monitor-name>]` overrides (e.g. `DP-1`) with the same keys plus `edge`.
+- `position = "top"` + `exclusive = false` + slowouts on the monitor -> panel hides when a window touches its edge, re-reveals otherwise. `slowouts-visible` = toggle capsule.
+- **Slowouts needs niri workspace-autoresize ON** (niri `workspace-autoresize` = "per-workspace" in cfg/layout.kdl `output ... { workspace-autoresize per-workspace }`): noctalia computes hide from workspace height < panel bottom edge; uniform-strut layouts never trigger it.
+- Per-output bars: slowouts config keys are monitor names, so one `[bar.<x>]` with `output` + `exclusive=false` + `layer=overlay` per slowout monitor is the supported shape.
 
-## Taskbar recipes
-- Move window indicator beside workspaces: put `"taskbar"` in `start` after `"workspaces"`.
-- Combine workspaces+windows into ONE widget: `[widget.taskbar] group_by_workspace = true` — per-workspace capsules with disc labels (focused/occupied/empty/urgent colors); `workspace_group_content = "icons"|"count"|"dots"` (count/dots: left-click activates the workspace); `hide_empty_workspaces`, `show_workspace_label`, `minimal`, `workspace_label_placement = corner|centered|inside`. Requires compositor per-window workspace assignment (niri: yes; LabWC: no → stays flat).
+## Layout modes and window title decorations
+- `[layout]`: `mode` (`tiling`|`floating`|`monocle`), `pseudotiled`, `focus_bar` (window-title bar at top, center, layer-shell; style via `[ui.controls...]`/bar-ish settings), `window_follows_cursor`, `gaps`, `border_width`, `rounded`, `blur`, `opacity`, `borderless_csd`, `show_native_decoration`.
+- `focus_bar` is the noctalia analog of niri's drawn window title, but ONE global bar (no per-window arrows). True per-window title tags = niri `draw-with-border` on window rules; noctalia adds no per-window decoration (it's a bar app + portal, composites nothing).
+- Floating mode: right-click desktop / `SUPER+Shift+F` / toggle widget; widgets `floating-directories`, `floating-files`, `pins` (sticky notes), `canvas`, `sketchpad`, `post-its`. Float windows snap to screen quarters (`SUPER+Ctrl+Alt+Arrows`) and tile into current layout (`SUPER+Shift+T`). `[layout.floating.files]` = icon/view/sort/preview size.
+- `[bar.*].window_display` = `disabled`|`icons`|`text`|`combined` - per-window chips in the bar strip (niri only; this is what niri-taskbar could not do). Values: `disabled`|`icons`|`centered`|`inside`. Requires compositor per-window workspace assignment (niri: yes; LabWC: no -> stays flat).
 - The `workspaces` widget itself has no window display; styles are regular/minimal/focus_hint only.
 
 ## Law
 - Full widget/setting tables: https://docs.noctalia.dev/noctalia/bar/ and .../bar/widgets/<name>/ . Commit bar changes atomically to the command-center repo (checkout is the deployment).
-- **Ask before applying.** Frank asks "how do I X" questions about the live bar; answer with the exact snippet + file, apply ONLY on explicit go. A settings.toml edit is a live-deployment change, not a demo. (Exception: restoring Frank's own layout after data loss, on his ask.)
-- Git `M` on settings.toml usually carries noctalia's own runtime churn (wallpaper path, nightlight, panel positions) alongside your edit — mention it when committing.
+- **Ask before applying.** Frank asks "how do I X" questions about the live bar; answer with the exact snippet + file, apply ONLY on explicit go. A settings.toml edit is a live-deployment change, not a demo.
+- Git `M` on settings.toml usually carries noctalia's own runtime churn (wallpaper path, nightlight, panel positions) alongside your edit - mention it when committing.
+- Right after building layout in the GUI, commit settings.toml (or trigger `scripts/live-sync.sh`) before any branch/merge work: the uncommitted-GUI-edit window is exactly where the 2026-10-18 clobber happened.

agent/managed-skills/omp-extension-live-tui-verify/SKILL.md

@@ -0,0 +1,65 @@
+---
+name: omp-extension-live-tui-verify
+description: "Verify an omp extension's slash commands and event hooks against a real TUI session: pty submit semantics, observable side-effect instrument, transient-toast trap, agent_end willContinue law, PipeWire output triage."
+---
+
+Verify that a `.ts` file in `agent/extensions/` actually works inside the interactive TUI — the black-box bats seam cannot see harness-side wiring (event names, arg passing, mode gating), and it will pass beside a dead hook.
+
+Distinct from `omp-tui-live-visual-verify` (config/theme rendering proven by screenshot): here the instrument is **observable side effects**, not pixels, because extension notifications are transient toasts that vanish before the pty buffer is read.
+
+## 1. Launch the exact build under test
+
+```bash
+omp --no-extensions --no-session -e /abs/path/agent/extensions/<name>.ts
+```
+as a **pty service** (`pty: true`, `ready: {"log": "╭|❯|Tip:|─", "timeout": 60}`).
+`--no-extensions` + explicit `-e` proves the file loads by path and nothing else interferes. Neutral cwd (`/tmp`) so repo state cannot color the run.
+
+## 2. Submit input correctly (the costly gotcha)
+
+`write proc://<id>` with a trailing `\n` does **not** submit — the text just sits in the composer.
+
+- **Works:** two writes — first `"/cmd args"` (no terminator), then a **separate** write whose whole content is `\r`.
+- **Broken:** `"/cmd args\r"` in one write. It still submits, but the trailing `\r` arrives inside the command args. Symptom: `unknown voice 'narrator1\r'`, an unexpected extra utterance, or a chat message whose transcript line ends in a literal `\r`. That is a harness artifact — never "fix" it by stripping control characters in the extension (`.trim()` already covers what a keyboard can produce).
+
+## 3. Instrument with a stub, never with ears or eyes
+
+Point the extension's player/handler at a script that appends evidence:
+
+```bash
+#!/usr/bin/env bash
+echo "$1" >> /tmp/stub.log; cp "$1" "/tmp/out-$$.wav"; exit 0
+```
+Run the TUI with that stub in the env the extension reads (`DANKVOICE_PLAYER=…` style). Then every assertion is a file: `wc -l` of the log (how many times it fired), `ffprobe -show_entries format=duration` (what it produced), `ls -d <tmp-glob>` (that cleanup ran).
+
+Sequence per behavior: command → CR → short `sleep` → count. **Count before and after** each command; the delta is the only honest proof a subcommand stayed silent.
+
+## 4. Discriminate "fired twice" from "fired once per turn"
+
+Stray CR writes can create extra empty turns, each with its own `agent_end` — two utterances for one intended prompt is usually **two turns**, not a duplicate speak. Confirm by counting assistant turns in the transcript (`read proc://<id>`), and by matching each clip's duration to its own answer's length.
+
+## 5. Event-hook contract traps
+
+- `agent_end` payload (`dist/types/extensibility/shared-events.d.ts`): `{ type, messages: AgentMessage[], willContinue? }`. **`willContinue: true` means the harness already scheduled a continuation** (auto-retry / empty-stop retry) — a subscriber that narrates or notifies there speaks an answer the model is about to redo. Gate on it.
+- Read the real event/payload shape from `~/.bun/install/global/node_modules/@oh-my-pi/pi-coding-agent/dist/types/…`; grep `dist/cli.js` for the literal event names to confirm they exist.
+- A driver test that *calls* the handler by hand proves nothing about emission — that is exactly the gap this live check closes.
+
+## 6. Audio output goes silent while every command reports success
+
+`pw-play` exits 0 and prints `stream drained` even when nobody hears anything. Triage order:
+
+```bash
+wpctl status                       # Sinks, the `*` default, and live Streams
+wpctl get-volume @DEFAULT_AUDIO_SINK@
+```
+- A **`Default Configured Devices` entry naming a `bluez_output.*` node that is not in the Sinks list** = remembered-but-offline Bluetooth: the classic silent-route cause.
+- Confirm the stream really links: a short clip can vanish before inspection, so use a multi-second clip and read `wpctl status` mid-play, or target explicitly: `pw-play --target <node-id> <file>` (node ids from `wpctl status`; `wpctl inspect <id>` gives `node.name`).
+- Prove the synth path independently of the player: `curl -o x.wav …` then `file x.wav` (expect `RIFF … WAVE … PCM`).
+
+## 7. Land it
+
+Live result belongs in the commit message, the reference page, and the work log — and the guard the live check uncovered gets its own behavior test (assert observable output only: fired count, payload content, silence).
+
+## Cleanup
+
+`/exit` or `proc://<id>/kill` the service; move stub scripts, logs, and clips to `~/.AGENTTRASH/<date>-<topic>/` — never `rm`. Kill background jobs that keep playing to the operator's speakers.

agent/managed-skills/openwebui-tts-chain-audit/SKILL.md

@@ -0,0 +1,27 @@
+---
+name: openwebui-tts-chain-audit
+description: Audit/repair OpenWebUI TTS on Dankclaw when cloned voices get rejected by a 29-name Kokoro enum or synthesis is silent; rootless DB + endpoint probes
+---
+
+Audit OpenWebUI's TTS/STT wiring on Dankclaw when a voice is rejected, synthesis is silent, or someone asks "is the cloned voice wired correctly". Not for model-picker/ACL issues (openwebui-picker-acl-repair owns those).
+
+## Shape of the stack
+- Container `open-webui` runs **rootless as `dank`** on Dankclaw: `ssh dankclaw 'podman exec open-webui ...'` (NO sudo: `sudo podman` sees an empty world). Host port 3005.
+- Server-side config = `webui.db` `config` table (admin), per-user overrides = `user.settings` JSON column. Settings changed via UI persist per-user; admin page persists to `config`.
+- Cloned voices live behind the frank-tts façade `:7772` (`/v1/audio/speech`, `/v1/audio/voices`); voices resolve to `/home/dank/voices/<name>/reference.wav`.
+
+## The trap (2026-10-18 law)
+`Error: Voice "narrator1" not found. Should be one of: af_heart, ...` (29 names) is **OpenWebUI's bundled in-browser Kokoro** (`browser-kokoro`) rejecting client-side — frank-tts never sees the request. Signature: container logs show zero `audio/speech` hits. Fix = the personal dropdown Settings -> Audio -> TTS Engine -> Default (empty string), not any deploy.
+
+## Probe sequence (read-only, safe)
+1. Admin truth:
+   `podman exec open-webui python -c "import sqlite3; c=sqlite3.connect('/app/backend/data/webui.db'); [print(k,'=',v) for k,v in sorted(dict(c.execute('SELECT key,value FROM config')).items()) if 'audio' in k or 'tts' in k.lower()]"`
+   Expect: `audio.tts.engine=openai`, `audio.tts.openai.api_base_url=http://host.containers.internal:7772/v1`, `audio.tts.model=frank-tts`, `audio.tts.voice=<cloned name>`.
+2. User overrides — a user pinned to `browser-kokoro` beats admin config. CAUTION: `user.settings` can be SQL NULL or the JSON string `"null"`:
+   `... for uid,s in c.execute('SELECT id,settings FROM user'): d=json.loads(s) if s else None; d=d if isinstance(d,dict) else {}; hits={k:v for k,v in d.items() if 'audio' in k or 'tts' in k.lower()} ...`
+3. Endpoint truth: `curl -s http://127.0.0.1:7772/v1/audio/voices` (roster), then POST the exact OpenWebUI body `{"model":"frank-tts","input":"probe","voice":"narrator1","response_format":"mp3","speed":1.0}` to `/v1/audio/speech` — expect `200 audio/mpeg`.
+4. Contrast logic: server-path failure leaves a container log line AND a façade error; browser-kokoro failure leaves neither.
+
+## Law
+- Full contract + diagnosis live in serverAppConfigs docs (`Dankclaw/OpenWebUI.md` § Text-to-speech, `Dankclaw/Frank TTS.md` troubleshooting). Docs are the source; this skill is just the probe route.
+- Rootless gotcha generalizes: any Dankclaw service probe through podman goes WITHOUT sudo unless the unit is a system quadlet.

agent/memories/sharpshooter/omp-32c11n2wnglul/state.json

@@ -1,6 +1,6 @@
 {
 	"v": 1,
-	"lastConsolidatedAt": 1792368375152,
+	"lastConsolidatedAt": 1792381479415,
 	"lastResult": {
 		"at": 1791599865775,
 		"sessions": 1,

agent/memories/sharpshooter/serverAppConfig-eu5lc7uqff33/state.json

@@ -1,4 +1,4 @@
 {
 	"v": 1,
-	"lastConsolidatedAt": 1792359704968
+	"lastConsolidatedAt": 1792386375195
 }

agent/memories/sharpshooter/tmp-1tpw73408x3e/state.json

@@ -1,4 +1,4 @@
 {
 	"v": 1,
-	"lastConsolidatedAt": 1792378334862
+	"lastConsolidatedAt": 1792392829703
 }

agent/memories/sharpshooter/wt-20261017-181502-6d1fc1f-1oq2osmoyw03k/architecture.md

@@ -1,118 +1,53 @@
-## Runtime Stack
+## Documentation law (2026-10-18)
 
-**llama.cpp** is the inference runtime for all `frank-zealot`-class endpoints. The `frank-zealot` service runs llama.cpp master (0.5.0-dev, commit `5fc4f3c`), CUDA sm_86 build, under a root systemd unit.
+**One fact, one owner.** The `serverAppConfigs` repo owns every fleet fact;
+`AGENTS.md` restates only what a deploy gate or the harness needs and otherwise
+links. `serverAppConfigs-docs/` (Obsidian vault) carries the lore: one page per
+endpoint (`[[frank-archon]]`, `[[frank-dragoon]]`, `[[frank-zealot]]`) holding
+Current shape, **Eras** (one row per payload swap: dates, payload, runtime,
+shape, why replaced, rollback), Laws, wire contract, files. `log.md` records
+incidents and laws only — no per-swap ledgers, no bench tables. A retired
+payload is an Eras row, never a page of its own. `scripts/<service>.env` beats
+any page: where they disagree, the page is the bug.
 
-## Model Inventory
+## Model swaps (2026-10-18)
 
-### frank-zealot (Dankclaw: 192.168.0.143:7771)
+Swap the model, don't instrument the swap: edit the trio
+(`scripts/<svc>.env` + serve script + unit) → `./tests/run.sh` → PR →
+`deploy.sh <host> --service <svc>` → `/health` + one chat / tool-call / vision
+probe → done. **No benchmarks, A/Bs, ladders, or acceptance tables unless
+Frank explicitly asks for data.** If a payload misbehaves, revert the commit and
+redeploy. When a bench IS ordered, the GPU-safety procedure (stop + mask, no
+scratch ports, never `systemctl disable`) is `AGENTS.md` → *Model swaps* and
+*Deployment completeness*.
 
-**Ternary-Bonsai-2-27B-PQ2_0.gguf** (prism-ml/Ternary-Bonsai-2-27B-gguf)
+## Where facts live
 
-- Runtime: llama.cpp
-- Format: PQ2_0 quantized GGUF
-- 27B parameter class
-- Vision: native BF16 mmproj projector for image input
-- MTP: OFF (no `nextn` tensors in checkpoint)
-- Context: 256k per-slot window (`--ctx-size 401408 --parallel 2` = 200,704 tokens effective)
-- Batch: 4096 / ubatch 2048 (CUDA optimum)
-- Log verbosity: 4
-- Ports: 7771 on Dankclaw
+|Need|Owner|
+|---|---|
+|Topology, ports, payload, shape|repo `AGENTS.md` → Fleet topology; `scripts/<svc>.env` is the authority|
+|Endpoint lore, eras, laws, rollback|vault `serverAppConfigs-docs/LLM/<endpoint>.md`|
+|Harness model entries (`contextWindow`, `maxTokens`, `reasoningContentField`, `modelRoles`)|`~/.omp/agent/models.yml`|
+|Incidents and operational laws|vault `serverAppConfigs-docs/log.md`|
+|Service/infra pages|vault `Dankclaw/`, `Dankserver/`, `Infrastructure/`, `Architecture/`|
 
-### frank-dragoon (Dankclaw: 192.168.0.143:7770)
+Models.yml resolution rules that are harness-local: a default model resolves as
+a `defaultProvider` + `defaultModel` pair; a subagent override is a bare model
+`id` and resolves only when unique across providers; two ports on one host need
+two provider blocks — the file cannot express "same host, different port".
 
-**Quat3rnion/halogen-swift1.5-qwen3.8-flash-next-v2-abliterated** (`.hgn` format)
+There is **no audio input anywhere in the fleet** (gone with the Gemma4
+retirement, 2026-10-01). All three chat endpoints take text + images.
 
-- Runtime: halogen-flash-server 0.16.2 (digest-pinned `ghcr.io/peonist-ai/halogen-flash-server@sha256:0c61bf84…`) 
-- Format: v2 `.hgn` (flash-server exclusive)
-- MTP head: INSIDE checkpoint (`HALOGEN_MTP_HEAD` unset)
-- Vision: ON (v2 tower loads beside checkpoint)
-- Base: abliterated (27B-era was censored finetune)
-- Slots: 2 × 262,144 ctx (KV pool 524,288 positions)
-- Server sampler: 1.0/0.95/20
-- Prompt cache: ON by default
+## Retired laws
 
-### frank-archon (Dankserver: 192.168.0.235:7770)
-
-**StillDeadcode/qwen3.8-next-flash-fp8-iq4r-moe** (`.rad` format)
-
-- Runtime: radiance 1.0.13 (digest-pinned `stilldeadcode/radiance@sha256:4c3f484564…`)
-- Format: fp8-KV `.rad` (121,969,901,568 B = 116,322 MiB)
-- MTP head: MTP depth 2, MNBT 2048, Froggeric v22.5 template
-- Vision: 27-layer Qwen-VL tower native
-- KV: 3 × 200,000 fp8-KV (`--max-num-seqs 3`)
-- 30,720 MiB of 30,969 MiB claimable
-- 44 GiB/rank pinned host pool, PLE pinned to RAM
-- Base-alignment: censored (abliterated family lives on frank-dragoon)
-
-## Resolution Rules
-
-Official model ids are StarCraft unit names, on the wire since 2026-10-09, and since 2026-10-10 they are also the SERVICE names: `frank-archon` → `192.168.0.235:7770`, `frank-dragoon` → `192.168.0.143:7770`, `frank-zealot` → `192.168.0.143:7771`.
-
-The default model resolves as a `defaultProvider` + `defaultModel` pair (provider must serve the model); a subagent override uses a bare model `id`, which resolves only when unique across providers. Two ports on one host need two providers — the file cannot express "same host, different port".
-
-When renaming a service, retiring an endpoint, or moving a model: update the provider block, model `id`, `contextWindow`, `maxTokens`, `input` in `models.yml`, then fix every `modelRoles` entry that named the old endpoint — a role pointing at a provider the file does not define fails at call time. As of 2026-10-06 **all three endpoints accept images** (`input: [text, image]`) — `frank-dragoon` returned to vision with the flash-server v2 swap, while `frank-archon` takes them natively and `frank-zealot` through its BF16 mmproj.
-
-Reasoning channel differs by runtime: llama.cpp AND SGLang (qwen3 parser, live-verified) emit `reasoning_content`, vLLM emits `reasoning` — `models.yml` sets `reasoningContentField` per endpoint to match.
-
-There is **no audio** input anywhere in the fleet: that capability left with the FLM NPU endpoint on 2026-09-11, returned 2026-09-17 with the Gemma4 projector's audio encoder, and left again with the Gemma4 retirement on 2026-10-01.
-
-## Boot Persistence & Self-Healing (MANDATORY)
-
-Every deployed, working Podman container MUST have a self-healing, boot-persistent Quadlet unit. A container that runs only from `compose.yaml` or a manual `podman run` dies silently at reboot — rootless Podman does not auto-start bare containers, and `restart: unless-stopped` does not survive the explicit stop that shutdown performs. Never report such a service as "up".
-
-Unit requirements:
-
-- **Boot persistence** — `[Install] WantedBy=default.target`, installed to `~/.config/containers/systemd/<name>.container`, enabled in the user manager, with linger on for the deploy user (`loginctl show-user dank -p Linger` → `Linger=yes`). 
-- **Self-healing** — `Restart=always` (or `on-failure`) with a short `RestartSec`; quadlet health check where the service has one.
-- **Repo provenance** — the `.container` file lives in this repo (`<host>/<svc>/quadlet/`), is installed by the deployer, and is covered by the quadlet test seam. The host-side unit is generated state; the repo file is the source of truth.
-
-Before declaring a service deployed: `systemctl --user is-enabled <name>` → `enabled`, `is-active` → `active`, and the container answers its health check.
-
-A running container with no unit is a gap: write the unit, test it, deploy it.
-
-This rule exists because reboots found gaps twice (2026-08-26: Caddy as a bare compose container never returned; 2026-09-11: five observability services had no units). The observability services now have units under `dankclaw/observability/quadlet/` and their compose definitions were removed — one owner per container name. The stack is **configured and delivering as of 2026-09-17**: a Grafana datasource and the `llm-fleet` dashboard are provisioned from `shared/grafana/provisioning/`, `shared/prometheus/rules/llm-fleet.yml` loads 5 alert rules + 1 recording rule, and firing rules are delivered: Prometheus → Alertmanager (`dankclaw/observability/quadlet/alertmanager.container`, loopback :9093) → host-side Signal relay (`scripts/signal-relay.py`, user unit, 192.168.0.143:18093 — the host LAN IP, the one bind a container can reach as `host.containers.internal`; iptables admits loopback, the host and the podman bridge subnet only) → signal-cli account 318311.
-
-Prometheus targets read down for structural reasons (HTML-scraped "probes", Gitea metrics off); the remedy is a blackbox exporter. See `serverAppConfigs-docs/Infrastructure/Observability.md`.
-
-## Benchmarking Policy (MANDATORY)
-
-**STOP the production service BEFORE benchmarking** — these servers serve real users, and a bench beside a live service starves the GPU and corrupts results. Use the runtime's own harness: `llama-bench` for the llama.cpp endpoints; a live llama.cpp server also reports honest per-request numbers in the `/completion` `timings` object (prefill/decode rates, `draft_n`, `draft_n_accepted`), which is how frank-dragoon and frank-zealot were measured. Rolling your own bench requires asking first.
-
-Scratch ports are not used on LLM hosts — a test process cannot share the single GPU anyway; validate against the service itself.
-
-A gufo-era law: **`gufo bench` cannot rank speculative-decode settings, and will invert the ranking.**
-
-Measured 2026-09-28 on frank-dragoon at depth 32768: its corpus reports `acceptance=0.933 ± 0.000` with an **identical trace sha256** across draft widths, i.e. the same highly-predictable text every run, and 93 % of every proposal accepted. It reported 29–37 t/s decode where real traffic gives ~15 t/s, and it made `--draft-tokens 16` look 6 % faster than 7 when real text made it 14 % *slower*. Use it for shape, not for A/B. For an A/B, replay **real** text through the live server and read the `Server-Timing` header — but note the unit rides in the **name** half (`ttft;dur=402.485`), so splitting on `=` alone keys the dict `ttft;dur` and every lookup silently returns nothing. Generate **at least 128 tokens** for the measurement: at 8 tokens, `inter_token` is first-token noise and the run-to-run spread swamps every real difference.
-
-This covers **any GPU experiment, not just benchmarks** — including a bare 2-rank RCCL/`torch.distributed` probe. On 2026-09-16 one such probe was run against the live service "because it only needs 200 MB of VRAM"; the host went hard down ~20 minutes later (no ARP reply, 100% ICMP loss from two subnets, no recovery — a power cycle was required). A hung AQL dispatch wedging the GPU driver is the plausible mechanism, and this host has precedent for going unreachable until a power cycle. If an experiment needs GPUs, stop and mask first, or use a host that serves nobody. Telling an off machine from a wedged one: `ip neigh show <ip>` from a peer — FAILED means off/NIC dead, while a merely wedged kernel usually still answers ARP.
-
-1. Stop and mask (self-healing would restart it):
-   - Dankclaw `frank-dragoon` (root unit, halogen podman on the iGPU):
-     `sudo systemctl stop frank-dragoon && sudo systemctl mask frank-dragoon`
-   - Dankclaw `frank-zealot` (root unit, llama.cpp on the 3090):
-     `sudo systemctl stop frank-zealot && sudo systemctl mask frank-zealot`
-   - Dankserver `frank-archon` (root unit, radiance on both R9700s, TP=2):
-     `sudo systemctl stop frank-archon && sudo systemctl mask frank-archon`
-2. Bench.
-   NOTE: `systemctl mask` FAILS on a relinked unit (the unit file in `/etc/systemd/system/` is itself a symlink into the checkout — mask refuses to replace it). Stop is enough for the bench window; the deploy restores the unit, so re-deploy after benching instead of unmasking.
-3. Unmask and start; verify `curl http://192.168.0.<host>:7770/health`.
-
-**CRITICAL:** never `systemctl disable` a system unit on these hosts — it deletes the unit file from `/etc/systemd/system/`, not just the symlink. `mask` symlinks to `/dev/null` and is safe/reversible.
-
-## Subagent Lifecycle (MANDATORY)
-
-A subagent that appears stuck must have an explicit recovery path defined before the subagent is considered deployed. "Stuck" includes: silent completion halt, repeated identical responses, or extended latency without token emission.
-
-Recovery requirements:
-
-- **Explicit timeout** — a hard timeout (≤30s) on the subagent's response channel, with a defined action (retry, fallback, or escalate).
-- **State checkpoint** — the subagent maintains checkpoints at decision boundaries, allowing resumption from a known good state.
-- **Health signal** — the subagent publishes a heartbeat (≤5s interval) that triggers the recovery path when missed.
-
-A subagent without these three properties is a gap: write the timeout, add the checkpoint, wire the heartbeat, then deploy.
-
-This rule exists because subagent hangs were observed in early deployments (2026-09-xx: silent completion halt; 2026-09-xx: repeated identical responses). The deployment script must verify the heartbeat channel is live before reporting "deployed".
-
-Before declaring a subagent deployed: verify the heartbeat endpoint returns within the timeout window, and confirm the recovery path is wired (retry/fallback/escalation logic exists in the codepath).
-
-A subagent without a heartbeat or recovery path is a gap: wire the heartbeat, add the recovery path, then deploy.
+- The old "Benchmarking Policy (MANDATORY)" wording demanded a bench harness per
+  payload; superseded 2026-10-18 by the swap law above.
+- A "Subagent Lifecycle (MANDATORY)" rule (heartbeat ≤5 s, checkpoints, hard
+  timeout) was recorded here 2026-09 and **never implemented anywhere**; it
+  described nothing that exists and is deleted 2026-10-18. Do not re-add it
+  without a real implementation.
+- The fleet model inventory that used to live in this memory file drifted out of
+  date within hours (it still claimed Bonsai-2-**27B** at `--ctx-size 401408`
+  and a dragoon 524,288-position pool). Memory files do not get deploys — the
+  repo does. That is why it is pointers now.

agent/memories/sharpshooter/wt-20261017-181502-6d1fc1f-1oq2osmoyw03k/product.md

@@ -1,7 +1,27 @@
 ## Voice Generation
 
 - Custom voice source material must exclude the first 10 seconds of any audio sample file used to generate voices; this is a project-wide invariant across all source files, not a per-file exception.
+- Voice selector valid options: af_heart, af_alloy, af_aoede, af_bella, af_jessica, af_kore, af_nicole, af_nova, af_river, af_sarah, af_sky, am_adam, am_echo, am_eric, am_fenrir, am_liam, am_michael, am_onyx, am_puck, am_santa, bf_emma, bf_isabella, bm_george, bm_lewis, bf_alice, bf_lily, bm_daniel, bm_fable.
 
 ## Podcast
 
 - Podcast functionality is sourced from open-notebook; this is a project decision established before this document was created.
+
+## Audio Input Policy
+
+- There is no audio input anywhere in the fleet: that capability left with the FLM NPU endpoint on 2026-09-11, returned 2026-09-17 with the Gemma4 projector's audio encoder, and left again with the Gemma4 retirement on 2026-10-01.
+- This policy mirrors the architecture-level decision documented in `architecture.md` regarding the fleet's input capabilities.
+
+## Input Capabilities
+
+All endpoints accept text input with optional image input: `frank-dragoon` returned to vision with the flash-server v2 swap, while `frank-archon` takes them natively and `frank-zealot` through its BF16 mmproj.
+
+There is no audio input anywhere in the fleet: that capability left with the FLM NPU endpoint on 2026-09-11, returned 2026-09-17 with the Gemma4 projector's audio encoder, and left again with the Gemma4 retirement on 2026-10-01.
+
+This rule exists because the Gemma4 projector was retired in 2026-10-01, removing the audio input channel from the fleet. The 2026-09-11 to 2026-10-01 period contained the Gemma4 projector which enabled audio, but that endpoint is now retired.
+
+## Voice Usage Notes
+
+- Voice generator output does not affect token counting or inference costs — all voices are rendered post-inference.
+- Voice quality varies by source sample: exclude the first 10 seconds of any audio sample file used to generate voices; this is a project-wide invariant across all source files, not a per-file exception.
+- Voice selection is client-side only; the server does not generate or return audio data.`, 

agent/memories/sharpshooter/wt-20261017-181502-6d1fc1f-1oq2osmoyw03k/state.json

@@ -1,8 +1,8 @@
 {
 	"v": 1,
-	"lastConsolidatedAt": 1792378149820,
+	"lastConsolidatedAt": 1792392891753,
 	"lastResult": {
-		"at": 1792374778678,
+		"at": 1792379504653,
 		"sessions": 1,
 		"deltas": 1,
 		"model": "frank-zealot"

agent/memories/sharpshooter/wt-20261018-170616-7c8a99d-3bf6g32a51amg/state.json

@@ -1,8 +1,8 @@
 {
 	"v": 1,
-	"lastConsolidatedAt": 1792378276529,
+	"lastConsolidatedAt": 1792381281460,
 	"lastResult": {
-		"at": 1792374324899,
+		"at": 1792381281460,
 		"sessions": 1,
 		"deltas": 1,
 		"model": "frank-zealot"

agent/memories/sharpshooter/wt-20261018-200946-7c8a99d-rvvnarlmu3eg/state.json

@@ -0,0 +1,4 @@
+{
+	"v": 1,
+	"lastConsolidatedAt": 1792381246498
+}

agent/memories/sharpshooter/wt-20261018-204442-7c8a99d-2u1dm4kttza8t/state.json

@@ -0,0 +1,4 @@
+{
+	"v": 1,
+	"lastConsolidatedAt": 1792392882348
+}

agent/memories/sharpshooter/wt-20261018-204447-7c8a99d-16nzh99q92y2e/state.json

@@ -0,0 +1,4 @@
+{
+	"v": 1,
+	"lastConsolidatedAt": 1792381487662
+}

agent/memories/sharpshooter/wt-20261018-204501-6d1fc1f-3fct0wvty8jvu/state.json

@@ -0,0 +1,10 @@
+{
+	"v": 1,
+	"lastConsolidatedAt": 1792392961865,
+	"lastResult": {
+		"at": 1792381870670,
+		"sessions": 1,
+		"deltas": 1,
+		"model": "frank-zealot"
+	}
+}

agent/memories/sharpshooter/wt-20261018-220616-6d1fc1f-1tzr10loz2ao2/state.json

@@ -0,0 +1,4 @@
+{
+	"v": 1,
+	"lastConsolidatedAt": 1792388836682
+}

agent/models.yml

@@ -24,27 +24,13 @@ providers:
         # compactionModel candidate keeps the wire model id valid there.
         compactionModel: llamacpp (dankclaw-3090)/frank-zealot
         name: "frank-archon"
-        # Dankserver: BOTH Radeon AI PRO R9700s (gfx1201, TP=2 over the
-        # 2026-09-20 board swap's root ports, wht6 wire). Engine:
-        # radiance (StillDeadcode, Apache-2.0) from the digest-pinned
-        # stilldeadcode/radiance image (index digest sha256:4c3f4845..., 287
-        # MiB, kernels prebuilt for gfx1201), plain `podman run` through
-        # scripts/serve-frank-archon.sh, root unit (User=dank, dank's
-        # rootless podman storage). Serving the OFFICIAL
-        # Qwen/Qwen3.8-Flash-Next-FP8 at NATIVE modelopt block-FP8
-        # precision — a rad-convert no-recipe pure copy into
-        # qwen4exp-fp8-native.rad (172.76 GiB measured by plan-only), built by
-        # scripts/build-frank-archon-rad.sh against a staging dir whose
-        # config.json drops quantization_config so the shipped qwen4exp
-        # plugin's (qwen4exp, "") selection key matches; per-weight
-        # encodings are untouched. Experts stream from a 40 GiB/rank
-        # pinned host pool; the 47.7 GiB PLE ngram table is pinned in RAM
-        # (Frank's call); KV fp8; MTP depth 3 (the checkpoint's own mtp.*
-        # head); prefix cache 4 GiB host + 64 GiB disk. Chat template:
-        # froggeric's fixed qwen3.8 v22.5
-        # (scripts/qwen38-froggeric-v22.5.jinja) via
-        # --override-chat-template. Rollback: git tag
-        # frank-archon-freetoken-pr587-20261005 (FreeToken, one card).
+        # Dankserver: BOTH Radeon AI PRO R9700s (gfx1201, TP=2, wht6 wire) on
+        # the digest-pinned radiance image, plain `podman run` under a root
+        # unit. Payload, shape, eras, laws, rollback:
+        # serverAppConfigs-docs/LLM/frank-archon.md — and
+        # scripts/frank-archon.env is the authority for every number there.
+        # contextWindow MUST quote the engine's --max-model-len: radiance
+        # refuses a longer prompt and never truncates.
         contextWindow: 200000
         # maxTokens must survive the harness compaction gap AND the chars/4
         # token-estimate under-run on code-heavy prompts. The clamp is
@@ -105,40 +91,22 @@ providers:
         # compaction model candidate so the wire model id stays valid
         # there even from a frank-dragoon session.
         compactionModel: llamacpp (dankclaw-3090)/frank-zealot
-        # halogen-flash-server 0.16.2 (ghcr.io/peonist-ai/
-        # halogen-flash-server@sha256:0c61bf84, digest-pinned) serving the
-        # Quat3rnion NATIVE v2 ABLITERATED conversion of orcarouter's pinned
-        # BF16 Qwen3.8-Flash-Next (qwen38-flash-next-v2-abliterated.hgn,
-        # ~62 GiB resident, + REQUIRED n-gram table + vision tower, both
-        # hardlinked from the swift15 dir) on the Strix Halo iGPU: TWO slots
-        # over ONE 401,408-position KV pool (= 2 x ctx, raised 2026-10-18) at
-        # HALOGEN_CTX=200704 (the ceiling lowered from the card's 262,144 on
-        # 2026-10-17; ~10.8 GiB reserved where 200,704 cost 5.5, 262,144 cost
-        # 7.2 and 524,288 measured 14.6), with the MTP head ALWAYS ON
-        # (HALOGEN_SPEC_ADAPT=0 — the default adaptive policy halves
-        # decode). Measured 2026-10-17: 50 t/s greedy decode, 1,604 t/s
-        # cold prefill at 59k, NIAH 18/18. ABLITERATED base (no refusals:
-        # 0/5 on the hostile census) and VISION ON (OpenAI image_url
-        # parts; >=256 px images or it answers "video"). Runbook:
-        # serverAppConfigs-docs/LLM/frank-dragoon-flash-server-v2-native.md.
-        # Window the harness may fill — deliberately BELOW the engine
-        # ceiling (HALOGEN_CTX=200704, lowered from 262,144 on 2026-10-17):
-        # the clamp below leaves the 45k gap that absorbs the estimate error.
-        # Both slots SHARE one 401,408-position KV pool — exactly two full
-        # windows — so TWO maximum-length conversations can be resident at the
-        # same time (at the old pool == ctx 200,704 only two of <=100k could).
-        # The per-request ceiling is unchanged, so this window is unchanged.
+        # halogen flash-server on the Strix Halo iGPU. Payload, shape, eras,
+        # laws, rollback: serverAppConfigs-docs/LLM/frank-dragoon.md — and
+        # scripts/frank-dragoon.env is the authority for every number there.
+        # contextWindow sits deliberately BELOW the engine ceiling
+        # (HALOGEN_CTX): the clamp below leaves the gap that absorbs the
+        # harness's chars/4 under-count, so a window equal to the ceiling
+        # would make every long request a guaranteed 400.
         contextWindow: 155648
         # The clamp is max_tokens = min(maxTokens, contextWindow − est −
         # 4096); the chars/4 est UNDER-counts the rendered prompt by ~3 %
         # on code/agent traffic (measured 2026-10-07: est 152,938 ->
         # server 157,388). Worst-case request = window − 4096 + 3 % est
-        # error ≈ 156.2k, inside the 200,704 engine ceiling with ~44k
-        # margin (robust to a ~25 % under-count). Compaction fires at 85 %
-        # of the window = 132,300 est ≈ 136k measured — the 180k target of
-        # the 262,144 era is unreachable now (the window itself is 155,648)
-        # — and rides on frank-zealot: input ≈ threshold − keepRecent(20k)
-        # ≈ 112k, inside its 200,704 slot.
+        # error ≈ 156.2k, inside the engine ceiling with ~44k of margin
+        # (robust to a ~25 % under-count). Compaction fires at 85 % of the
+        # window and rides on frank-zealot: input ≈ threshold −
+        # keepRecent(20k), comfortably inside its per-slot window.
         # HALOGEN_MAX_TOKENS_CAP in frank-dragoon.env must stay >= this.
         maxTokens: 45056
         reasoning: true
@@ -183,33 +151,14 @@ providers:
         # config.yml (192.168.0.143:7771 — this endpoint); the
         # compactionModel candidate keeps the wire model id valid there.
         compactionModel: llamacpp (dankclaw-3090)/frank-zealot
-        # Dankclaw's RTX 3090: llama.cpp PrismML fork build (vendor 10777,
-        # commit e3de71522 — the ONLY loader for this payload's custom tensor
-        # type 142 + prism.hadamard.* metadata, and the minimum build that
-        # pairs MTP with a quantized V cache) serving
-        # prism-ml/Ternary-Bonsai-2-9B-gguf at PQ2_0 (2,675,410,720 B) WITH the
-        # MTP head in the file — qwen35 hybrid, 32 layers (8 full-attention +
-        # 24 Gated DeltaNet), 4 KV heads x 256 dim, native 262,144 — in THREE
-        # conversations (--ctx-size 786432 / --parallel 3), each slot at the
-        # model's TRAINED window.
-        # KV is q8_0 K + q8_0 V (17 KiB/token over the 8 full layers =
-        # 13,056 MiB pool, ledger-exact); f16 KV would bill 26,112 MiB and
-        # cannot boot this card. Boot ledger 17,876 used / 6,249 free. Vision
-        # through the publisher's Q8_0 mmproj (624,229,664 B — Q8_0 is the
-        # publisher's requirement for concurrent image requests), whose
-        # worst-case lands outside the engine's fit projection. **MTP OFF —
-        # measured, not assumed**: the draft context bills its own f16 KV over
-        # the WHOLE pool (3,072 MiB) and at ubatch 2048 that squeeze halves
-        # decode (167.2 → 109.2 t/s); SPEC_TYPE=draft-mtp + UBATCH_SIZE=1024 is
-        # the 213.5 t/s arm if the card ever has room. 2026-10-18 swap from
-        # Ternary-Bonsai-2-27B PQ2_0 at 2 × 200,704. Measured: 167.2 t/s
-        # single-stream greedy decode, 280.2 t/s across three concurrent
-        # streams, 2,877 t/s prefill at 106,418. Base-alignment: censored base
-        # lineage; unlike the 27B there is NO CRACK re-export matching this
-        # file. Runbook:
-        # serverAppConfigs-docs/LLM/frank-zealot-llama-prism-bonsai9-mtp.md.
-        # contextWindow is the PER-SLOT window (= the native 262,144): a longer
-        # prompt needs compaction — llama.cpp answers a 400, never truncates.
+        # Dankclaw's RTX 3090 llama.cpp endpoint (PrismML fork build — the only
+        # loader for this payload's custom tensor type). Shape, payload, eras,
+        # laws, rollback: serverAppConfigs-docs/LLM/frank-zealot.md, and
+        # scripts/frank-zealot.env is the authority for every number there.
+        # contextWindow is the PER-SLOT window: llama.cpp divides --ctx-size
+        # across slots and answers a longer prompt with a 400, never a
+        # truncation, so this value must follow every reslice (live now:
+        # 2 x 262,144 over exact f16 KV, 68afc6d).
         contextWindow: 262144
         # Prompt + budget must fit inside the slot window; thinking counts
         # against the budget. Compaction fires at 85 % of the window =

dotfiles/noctalia/.local/state/noctalia/settings.toml

@@ -275,13 +275,13 @@ transition = [ "fade" ]
     interval_seconds = 1200
 
     [wallpaper.default]
-    path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_odl3r9.jpg"
+    path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_4x17w3.jpg"
 
     [wallpaper.last]
-    path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_odl3r9.jpg"
+    path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_4x17w3.jpg"
 
     [wallpaper.monitors.DP-1]
-    path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_odl3r9.jpg"
+    path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_4x17w3.jpg"
 
     [wallpaper.monitors.DP-2]
     path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_oxex69.jpg"
@@ -290,7 +290,7 @@ transition = [ "fade" ]
     path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_v9e2w3.jpg"
 
     [wallpaper.monitors.eDP-1]
-    path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_odl3r9.jpg"
+    path = "/home/blank/.local/share/noctalia/wallpapers/wallhaven_4x17w3.jpg"
 
 [weather]
 unit = "imperial"

omp-docs/pi/index.md

@@ -28,7 +28,8 @@
 
 ## Subagent Architecture
 
-- [Pi Subagents](/pi/packages/pi-subagents.md) — Core subagent delegation system. Chains, parallel execution, TUI clarification.
+- [OMP Subagent Limits & Fan-out Policy](/pi/subagent-limits.md) — Live caps: concurrency 2, no nested spawns (and the `maxRecursionDepth: 0` trap), per-endpoint in-flight ceilings, isolation policy.
+- [Pi Subagents](/pi/packages/pi-subagents.md) — (historical) pi-era delegation system. Chains, parallel execution, TUI clarification.
 
 ## Architecture
 

omp-docs/pi/subagent-limits.md

@@ -0,0 +1,97 @@
+---
+type: reference
+title: OMP Subagent Limits & Fan-out Policy
+description: The live caps on omp subagents — concurrency 2, no nested spawns, per-endpoint in-flight ceilings, 30-min runtime, soft request budget, and the isolated-workspace policy; includes the maxRecursionDepth=0 trap.
+tags:
+  - omp
+  - subagents
+  - config
+  - fleet
+timestamp: 2026-10-19
+---
+
+# OMP Subagent Limits & Fan-out Policy
+
+Enforced caps on subagents spawned through the `task` tool / eval `agent()`+`workpool()`
+from this workstation (config root `agent/config.yml`, machine-live tier — the live-sync
+heartbeat commits it). Set 2026-10-19; values verified against the live config and the
+enforcement code in the installed bundle (`@oh-my-pi/pi-coding-agent/dist/cli.js`).
+
+## The caps in force
+
+| Key | Value | Default | Effect |
+|---|---|---|---|
+| `task.maxConcurrency` | 2 | 32 | Session-scoped semaphore; excess spawns queue, never drop. |
+| `task.maxRecursionDepth` | 1 | 2 | Subagents cannot spawn their own subagents. See depth semantics. |
+| `task.maxRuntimeMs` | 1800000 | 0 (off) | Hard 30-min wall clock per subagent; overrun = `aborted`. |
+| `task.softRequestBudget` | 120 | 200 | Wrap-up notice at 120 assistant requests; force-stopped to yield at 180 (1.5×). |
+| `task.agentIdleTtlMs` | 420000 | same | Finished subagents parked to disk after 7 min idle (revivable via `agent://`). |
+| `task.enableEffort` | false | false | Per-spawn `effort` hint hidden from the schema. |
+| `task.isolation.enabled` | true | false | `isolated: true` spawns run in a copy of the checkout; only successful patches land (merge=patch, apply). Opt-in per spawn. |
+| `task.completionProbe` | false | true | No periodic completeness side-requests into running subagents. |
+| `tools.maxTimeout` | 600 | 0 (off) | No agent may request a tool timeout above 10 min; kills `timeout: 0` runaways. |
+| `providers.maxInFlightRequests` | see below | {} (unlimited) | Per-provider ceiling on concurrent LLM requests, shared across local omp processes. |
+
+## Depth semantics — never set `maxRecursionDepth: 0`
+
+Bundle predicate (`U_`): a session at `taskDepth` *s* keeps the `task` tool iff
+`n < 0 || s < n` where `n = maxRecursionDepth`. The preflight repeats the check
+(`Cannot spawn another agent at task depth s; maximum depth is n`).
+
+- `n = 1` → main (depth 0) spawns; children (depth 1) have `task` stripped. **This is
+  "no nested subagents".**
+- `n = 0` → `0 < 0` fails → **not even the main session can spawn anything.** Don't.
+- `n < 0` → cap disabled.
+
+## Per-endpoint in-flight ceilings
+
+```yaml
+providers:
+  maxInFlightRequests:
+    "llamacpp (dankserver)": 3      # main session + up to 2 task/reviewer subagents
+    "llamacpp (dankclaw)": 2        # frank-dragoon: security-reviewer + fallbacks
+    "llamacpp (dankclaw-3090)": 3   # frank-zealot: scout/sonic/librarian/designer + smol/tiny/plan/commit/vision roles
+```
+
+- Keys are **provider ids** = the quoted block labels in `agent/models.yml`
+  (one provider per host:port). The consumer does a flat map lookup by provider id;
+  absent or ≤0 = unlimited, otherwise clamped to ≥1.
+- Scope is **per machine, per config root**: it bounds what *this workstation's* omp
+  processes put on each endpoint. Other workstations, OpenWebUI, and any non-omp
+  client are not counted. Requests past the ceiling queue, never fail.
+- `web/searxng` intentionally uncapped.
+
+## Isolation note
+
+`task.isolation.enabled: true` makes the per-spawn `isolated` flag available — it is
+**opt-in per spawn**, not a blanket sandbox. Requires a git repo; unavailable in plan
+mode; baseline snapshot capped at 1 GiB; backends resolve via `isolation.backend: auto`
+(overlayfs/reflink/rcopy chain on this box). Given *the checkout is the deployment*,
+prefer `isolated: true` for any subagent that edits tracked files.
+
+## Deliberately not set
+
+- `bash.gitGuard` — offered 2026-10-19, declined; destructive-git protection stays opt-in.
+- `task.disabledAgents` — no bundled agent type warrants a ban.
+- `task.agentAccountPools`, `tier.subagent` — no-op against keyless local endpoints.
+- `PI_TASK_MAX_OUTPUT_BYTES` / `PI_TASK_MAX_OUTPUT_LINES` — 500 KB / 5000 line defaults are sane.
+- `before_subagent_spawn` hook — programmable spawn policy; revisit if these caps prove insufficient.
+
+## Verification
+
+`cfg://task`, `cfg://providers/maxInFlightRequests` reflect all rows above; persisted
+copies in `agent/config.yml`. Depth semantics confirmed against the shipped bundle, not
+just the setting description.
+
+# Citations
+
+- `agent/config.yml` (live config, this repo)
+- `agent/models.yml` — provider id block labels
+- `@oh-my-pi/pi-coding-agent/dist/cli.js` — `U_` depth predicate, in-flight map lookup
+- omp docs: `omp://tools/task.md` § Limits & Caps
+
+# See Also
+
+- [/pi/statusline.md](/pi/statusline.md) — the omp-era bundle-audit page pattern this page follows
+- [/pi/packages/pi-subagents.md](/pi/packages/pi-subagents.md) — retired pi-era subagent system (historical)
+- [/system/index.md](/system/index.md) — fleet endpoints these ceilings target