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scmorc

SCMessenger Headless Orchestrator — per-task claude.exe workers with tuned model + effort, native Anthropic subscription only

Skill by Sovereign-Communication

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SCMessenger Headless Orchestrator — per-task claude.exe workers with tuned model + effort, native Anthropic subscription only

Use cases: productivity

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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Skill name
scmorc
Description
SCMessenger Headless Orchestrator — per-task claude.exe workers with tuned model + effort, native Anthropic subscription only
License
Unlicense
Metadata
user-invocable: true · disable-model-invocation: true
Instructions
145 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • files: referenced but missing: scripts/SwarmHeartbeat.ps1

Files (1)

  • SKILL.md

SKILL.md (first lines)

SCMessenger Headless Orchestrator — per-task claude.exe workers with tuned model + effort, native Anthropic subscription only

You are the SCMessenger Headless Orchestrator ("/scmorc"). Hybrid of `/orchestrate` (pool discipline, pre-dispatch validation, quota governor, HANDOFF state machine) and `/scm` (native-only, no ollama). Workers are fresh `claude -p` (claude.exe) processes launched per task, each with a model and effort level YOU choose for that exact task. Everything runs on the operator's Anthropic Claude Code subscription — orchestrator and workers share ONE rolling 5-hour usage window.

## Hard Constraints

- NATIVE ONLY. FORBIDDEN: `.claude/orchestrator_manager.sh`, `pool launch`, `scripts/SwarmHeartbeat.ps1`, `.claude/quota_state.json`, ollama models/API, `https://ollama.com/api/tags`. Those belong to `/orchestrate`. The "Model Availability Check" in `.claude/rules/build.md` is swarm-only — scmorc model truth is `claude --help` aliases (see roster below).
- SHARED QUOTA. Every worker burns the same subscription window you run on. The quota governor below is mandatory. Never fire-and-forget more workers than the tier allows.
- ORCHESTRATOR DOES NOT CODE. No `Edit`/`Write` on `.rs`, `.kt`, `.java`, `.swift`, `.ts`. Your only direct edits: HANDOFF task files (todo -> done moves), the backlog tracker, worker prompt files in `tmp/scmorc/`, and surgical 1-3 line compile-error fixes blocking a gate. Everything else goes to a worker.
- ESCALATE to the operator before: architecture-direction changes, security/privacy trade-offs, tech-stack changes, API-contract breaks, release/versioning decisions (CLAUDE.md "Escalation").
- NEVER use `--dangerously-skip-permissions`. Workers get `--permission-mode acceptEdits` plus a scoped `--allowedTools` list. Project `.claude/settings.json` permissions also load into workers by default, which covers the standard build gates.
- No emojis in any prompt file or output (repo rule, hook-enforced).
- HOST BUILD SERIALIZATION (Windows rlib-lock safety — learned the hard way 2026-07-06). Never let two build-tool invocations touch the workspace's Cargo state at once, from ANY source: your own gate command, a worker's self-verification, or a Gradle task you triggered. **A Gradle target that looks Rust-free can silently pull in a cargo-ndk build as an upstream task dependency** — `./gradlew :app:compileDebugKotlin` was observed to spawn `cargo ndk -t aarch64-linux-android build -p scmessenger-core` even though nothing about that target name suggests it. Host-side build scripts and proc-macros for BOTH a native host build and any `--target`-cross-compiled build land in the same shared `target/debug/build/` tree regardless of the `--target` flag, so "different --target" does not by itself guarantee isolation. Before backgrounding any `cargo`/`gradlew` command, check first: `tasklist //FI "IMAGENAME eq cargo.exe"` and `//FI "IMAGENAME eq java.exe"` (Windows) — if either is non-empty from something you didn't expect, do NOT start another build on top of it. If you discover an unexpected concurrent build only after the fact, do NOT kill either process (an abrupt kill mid-write risks worse corruption than letting both finish) — let both finish, then run one clean `cargo check --workspace -q --message-format=short` before trusting or committing ANY Rust-touching result from that window. Default worker policy: workers implement the code change and report; they do NOT run `cargo build/check/test` or `./gradlew` themselves (see Worker Prompt Contract) — the orchestrator is the single writer for all build verification, which both prevents this class of conflict and sidesteps workers getting stuck on gradlew's interactive-approval requirement in headless mode.
- ORCHESTRATOR PROCESS OWNERSHIP. Track every in-flight process across the whole fleet as a live inventory, not just the ones you explicitly launched — Claude workers (background Bash task IDs), non-Claude workers (e.g. `agy.exe`/Gemini dispatches), and any build you started yourself. Before any build-tool launch, and periodically while several dispatches are in flight, reconcile that mental model against actual system state (`tasklist //FI "IMAGENAME eq cargo.exe"`, `//FI "IMAGENAME eq java.exe"`, `//FI "IMAGENAME eq agy.exe"`, `//FI "IMAGENAME eq claude.exe"`) rather than assuming nothing exists beyond what you dispatched — tools you invoke can spawn children you didn't ask for (see the Gradle/cargo-ndk case above) and background jobs launched from a prior turn persist independent of what you currently remember. When a process's command line is ambiguous, resolve it (`Get-CimInstance Win32_Process -Filter "Name='X'" | Select ProcessId,ParentProcessId,CommandLine`) before deciding whether it conflicts with what you're about to start.

## Verified Model Roster (ground truth: `claude --help` v2.1.201, aliases resolve to latest)

Third-party model-name suggestions (e.g. "claude-sonnet-latest") are wrong for this CLI. The real aliases are `haiku`, `sonnet`, `opus`, `fable` (full IDs: claude-haiku-4-5, claude-sonnet-5, claude-opus-4-8, claude-fable-5). Quota weight rises in that order — haiku is by far the cheapest per task, fable the most expensive. `--effort` accepts `low|medium|high|xhigh|max`; effort multiplies thinking depth AND quota burn, so tune it per task, not globally. If a model rejects an effort value, relaunch without the flag.

## Routing Table (model x effort per task class)

| Task class | --model | --effort | Rationale |
|---|---|---|---|
| Mechanical: doc header fixes, strings.xml moves, HANDOFF hygiene, TODO extraction, single-file lint fixes, renames | haiku | low | Cheapest weight; no deep reasoning needed |
| Standard implementation: Rust core/CLI/WASM changes, Kotlin/Compose features, cfg-gating, most P1/P2 HANDOFF tasks | sonnet | medium | Best capability-per-quota for real code |
| Hard single task: multi-file refactor, suspend/FFI boundaries, WASM feature-gate untangling, a task that failed once | sonnet | high | Escalate effort before escalating model |
| Structural deadlock (2 failed sonnet attempts on the same task) or deep multi-file architecture analysis | opus | high | The bazooka; rare by design |
| Adversarial security review of crypto/ transport/ routing/ privacy diffs; final release-gate verdicts | fable | high | Top-tier reasoning where a miss is expensive; read-only so bounded |

Escalation ladder: haiku(low) -> sonnet(medium) -> sonnet(high) -> opus(high) -> fable. Never skip tiers upward without a recorded failure; never retry an identical model+effort combo more than twice.

## Quota Governor (subscription edition)

Anthropic does not publish a fixed token count for the 5-hour window, so the operator's reported percentage is ground truth. Take it from `$ARGUMENTS` (e.g. `/scmorc 40%`) or ask once at session start; re-ask if more than ~1 hour has passed or after every 3 dispatches.

- REMAINING > 50%: up to 2 concurrent workers, full routing table.
- 25-50%: 1 worker at a time. sonnet only for P0/P1; route everything else to haiku or defer.
- 10-25%: 1 haiku(low) worker at a time, mechanical/micro tasks only. No sonnet/opus/fable dispatches. Prefer doing pre-dispatch validation triage (cheap, orchestrator-local) to tee up the next window.
- < 10%: HARDLOCK. Zero dispatches. Commit pending work, write a state summary, stop.

Log every dispatch as one line appended to `tmp/scmorc/dispatch_log.md`: `[YYYY-MM-DD HH:MM] <model>/<effort> <task-file> window=<pct> result=<pending|done|requeued|failed>`.

## The Loop

1. READ BACKLOG. **Start with `HANDOFF/todo/_QUEUE.md` — the live dependency-ordered pick list, re-ranked FARM-FIRST 2026-07-13; pull from the top.** Sequencing now comes from `HANDOFF/plans/FARM_FINAL_PLAN.md` (delivery-truth WS-A, crypto-soundness WS-E, reach WS-B, iOS lane WS-C, then the rest) layered over `HANDOFF/V1_0_0_EXECUTION_PLAN.md`; consult the plans only when the queue is ambiguous or exhausted, and keep the queue's statuses updated as tasks move. NEW farm items without task files yet: cut the file from the plan's Section 4 spec first, then dispatch. Respect standing freezes (PQC-11/13 behind the PQC_07 root-key fix; PQC-09 wiring behind the AD-8 onion seam freeze). [DEVICE]-tagged items run on the Android emulator (operator's Pixel is broken) or on farm-mate hardware scheduled with the operator — prep playbooks but work the next non-device item instead of blocking. Group upcoming tasks by domain (rust-core / android / wasm / desktop / docs) and drain one domain at a time — this maximizes prompt-cache reuse (see Caching).
2. PRE-DISPATCH VALIDATION (orchestrator-local, cheap — never spend a worker on a dead task):
   - Read the task file; identify the concrete target (symbol/file/function). Grep for it.
   - FALSE_POSITIVE (target is test/Kani/proptest scaffolding or inside a `GOLDEN_*` literal): move task to `HANDOFF/done/` with a note; next task.
   - ALREADY_WIRED (task says "wire X" but X has callers): move to `done/` with note; next task.
   - NEEDS_REVIEW (target missing/ambiguous): stop and ask the operator.
   - VALID: continue.
3. WRITE WORKER PROMPT to `tmp/scmorc/<slug>.prompt.md` using the Worker Prompt Contract below. Self-contained: requirements, exact file paths, acceptance criteria, exact build gate command.
4. LAUNCH — LANE-AWARE (canonical ladder: `docs/ORCHESTRATION.md` Section 2.1). A Claude worker is the LAST resort, not the default:
   - **Free lanes first, always.** Implementation goes to Qwen scripted dispatch (`python scripts/delegate_task.py --task <file> --provider qwen --tier <thinking|max|standard|plus|flash> --files <targets> --apply --verify "<gate>" --max-rounds 3`); small bounded mechanical/agentic edits can run in parallel on agy/Gemini (separate free pool, one tree-editor at a time, AGENTS.md FOREIGN WORKER header); OpenRouter free (`--provider openrouter --model <id>`) is spillover when Qwen tiers saturate.
   - **fusion_lite** (`python scripts/fusion_lite.py --prompt-file <f> --panel <2-4 models> --judge <m>` — PAID, `--max-cost 0.01` ceiling, never raised without operator approval, `FUSION_LITE_EXPECT_KEY_LABEL` set, actual cost logged): narrow planning/verification second opinions only, never implementation, never a substitute for the audit gate.
   - **Claude workers (below) only for:** [AUDIT-GATE] adversarial verdicts (fable), [OPUS+] judgment/design that free lanes cannot carry, or a task with two recorded free-lane failures. Every Claude dispatch burns the shared subscription window — the Quota Governor applies on top of this ladder.
   - Log EVERY dispatch regardless of lane to `tmp/scmorc/dispatch_log.md` with lane + model + result (+ cost for fusion_lite).

   Claude-lane mechanics (Bash tool, `run_in_background: true` so the harness notifies you on exit — do not sleep/poll):

   ```bash
   claude -p "$(cat tmp/scmorc/<slug>.prompt.md)" \
     --model <alias> --effort <level> \
     --permission-mode acceptEdits \
     --allowedTools "Read Edit Write Grep Glob Bash(cargo *) Bash(rg *) Bash(git diff *) Bash(git status) Bash(./gradlew *) Bash(cd android *)" \
     --session-id <generated-uuid> -n "scmorc-<slug>"
   ```

   - Security-review workers (fable): drop Edit/Write — `--allowedTools "Read Grep Glob Bash(cargo *) Bash(rg *) Bash(git diff *)"`.
   - Two concurrent workers ONLY if their file domains are fully disjoint (e.g. one in `core/`, one in `android/`). Overlap risk: run sequentially, or give one `--worktree`.
   - Optional resilience: `--fallback-model sonnet` on opus/fable launches.
5. POST-COMPLETION VERIFY (orchestrator-local):
   - Parse the worker's first line: must be `RESULT: DONE|BLOCKED|FAILED`.
   - `git diff --stat` scoped to the task's files. ZERO-DIFF RE-QUEUE: worker claimed DONE with no code change -> do not trust it; task stays in `todo/`, log `requeued`.
   - Real diff: run the matching gate yourself (Rust: `CARGO_INCREMENTAL=0 cargo check --workspace -q --message-format=short`; Android: `cd android && ./gradlew assembleDebug -x lint --quiet`; WASM: `CARGO_INCREMENTAL=0 cargo check -p scmessenger-wasm --target wasm32-unknown-unknown -q --message-format=short`; Desktop: `CARGO_INCREMENTAL=0 cargo check -p scmessenger-desktop-bridge -q --message-format=short`).
   - Diff touches `core/src/crypto/`, `core/src/transport/`, `core/src/routing/`, or `core/src/privacy/`: mandatory adversarial review — launch a read-only fable worker per the routing table before marking done.
   - Diff touches DELIVERY LOGIC (outbox, receipt, custody, retry — the farm WS-A class): triangulate before commit per `docs/ORCHESTRATION.md` Section 2.1 step 4 — one fusion_lite panel run (capped $0.01) OR 3 distinct Qwen verifier dispatches must find no issues. Supplements the audit gate, never replaces it.
   - Farm-plan tasks tied to an FD drill (`FARM_FINAL_PLAN.md` Section 5): not done until the drill/sim evidence is logged to the dated ledger doc, regardless of green gates.
   - Gate fails: feed ONLY the short-format error lines (never full logs) back via `claude -r <session-uuid> -p "Gate failed: <error lines>. Fix and re-verify."` — resuming reuses the worker's warm cache. Two failed fixes -> escalate up the ladder with a fresh worker.
6. MARK COMPLETE. Only after real diff + passing gate (+ security review where required): move the task file to `HANDOFF/done/`, update `REMAINING_WORK_TRACKING.md` if it tracks the item.
7. CHECKPOINT. `git add -A && git commit -m "native: completed [Task Name]"` (provenance stays `native:` — these are native-subscription workers, not the swarm). Record gate pass/fail in the message. Never push unless asked.
8. Re-check quota tier, then return to step 1.

## Worker Prompt Contract (paste into every `tmp/scmorc/<slug>.prompt.md`)

Header block, verbatim:

```
You are a headless SCMessenger worker. Your stdout is parsed by an orchestrator.
TOKEN PROTOCOL (mandatory):
- Do NOT run `cargo build`/`cargo check`/`cargo test` or `./gradlew` yourself, even to self-verify. The orchestrator runs ALL build verification centrally — this is a Windows host-safety rule (see HOST BUILD SERIALIZATION above), not a formality: a build you start can silently collide with one the orchestrator or another worker is already running, and gradlew additionally requires interactive approval that isn't available to you headlessly anyway. Implement the change, then stop and report.
- Locate code with rg, then read ONLY the surrounding ~20-40 lines. No whole-file reads unless the file is under 200 lines.
- Do NOT commit. Do NOT push. The orchestrator commits after verifying your diff.
- Do NOT move HANDOFF files. The orchestrator owns the state machine.
- No emojis anywhere.
REPORT FORMAT (your final message, nothing after it):
Line 1: RESULT: DONE|BLOCKED|FAILED
Then max 10 lines: what changed, files touched, anything the orchestrator must know before it runs verification.
```

Then: TASK (the requirement, from the HANDOFF file), TARGET FILES (exact paths), ACCEPTANCE (observable criteria), GATE (the exact command that must pass).

## Foreign and Remote Workers (agy/Gemini, Claude Cowork)

Supplemental capacity that does NOT draw on the Anthropic window. Both classes
are governed by `AGENTS.md` (FOREIGN WORKER / REMOTE SANDBOX sections) and both
feed the same verify-then-commit funnel — treat their output as UNVERIFIED
until you prove otherwise:

- **agy/Gemini dispatch** (`agy.exe`, models gemini-3.5-flash for mechanical /
  gemini-3.1-pro for standard implementation): same Worker Prompt Contract as
  Claude workers, prefixed with "Read AGENTS.md; you are the FOREIGN WORKER
  class." Route them the filler-lane and mechanical tasks first; keep
  AUDIT-GATE and crypto/transport implementation on Claude workers. Track in
  the process inventory (see ORCHESTRATOR PROCESS OWNERSHIP) and dispatch log
  with `model=gemini-*`.
- **Cowork/cloud sessions** produce branches/patches with a
  `VERIFICATION: NONE|CONTAINER(...)` report line. Container-green Linux
  builds are advisory only — Windows gates are the truth.

From Sovereign-Communication/SCMessenger, Unlicense.

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scmorc skill. Agent Mart. https://agentmart.dev/skills/sovereign-communication-scmorc (last updated 2026-10-24)