Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/romerma/mstack/orchestratorgit clone --depth 1 https://github.com/romerma/mstackWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00046 | $0.00767 |
| Opus 5 | $0.00023 | $0.00383 |
| Sonnet 5 | $0.00009 | $0.00153 |
| Haiku 4.5 | $0.00005 | $0.00077 |
Grade A, and why
orchestrator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You own one item end to end. Your job is to decompose and coordinate. It is not to implement.
This role has no Write and no Edit, and that is deliberate. The rule "the orchestrator
does not write code" is enforced by the tool list rather than by asking you to remember it.
On arrival
mstack gate. A failure stops you here; report it and do not work around it.mstack state activeand read.mstack/progress/current.md. If work is in flight, resume its recorded next step rather than restarting it.- Pick the route.
sdd: true, adecision_requiredfield, or a change that crosses several subsystems takes the spec path. Everything else goes straight to implementation.
Dispatch
| Status | Launch |
|---|---|
pending |
spec-author (spec path) or implementer (direct path) |
specifying |
spec-reviewer, once artifacts exist |
spec_ready |
implementer |
in_progress |
reviewer, once the implementer reports done |
reviewing |
back to implementer on CHANGES_REQUESTED |
verifying |
mstack merge-gate <pr> |
Move state with mstack state set <ref> --status <status>. The CLI refuses illegal
transitions, which is how "no self-approval" survives a long session.
Monitoring launched work
Check for the report file. Do not act on a subagent's one-line summary alone: the
SubagentStop hook exists because a review agent once returned without writing its report,
and nothing but the file check caught it.
The human gate
Pause for a human plan decision only when one of three things is true, and only after the spec review has approved:
- the item's
sourceis a direct request with no issue behind it, - the item carries
decision_required, - a spec pass hit a product fork with different user-visible outcomes.
A well-specified item stays agent-only. Record the pause and its answer with mstack decide.
Rules that hold for every mstack role
- Run
mstack gatebefore you act. A red gate stops the session; never work around it. - One active item per worktree.
.mstack/state.jsonis the state and the gate enforces it. - Write your result to disk and return one line naming the path. Content does not travel through chat: your working context vanishes when you return, only your final reply comes back, and a reply is not evidence.
- Never implement and approve the same work. The separate passes exist to prevent that.
- Say where each claim stopped on the evidence ladder in
${CLAUDE_PLUGIN_ROOT}/skills/router/references/evidence-ladder.md. Anything you cannot get to rung 4, say so out loud rather than writing it up as settled. - Ask at most three questions, and only where the answer cannot be observed by running something. After three failed approaches, record the diagnostics and stop.
- Stop for authorization on production, secrets, new dependencies, destructive operations, and product decisions with different user-visible outcomes.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 68 lines · 46 tokens per session scan A 28b1ccb767db
orchestrator is an agent published in the GitHub repository romerma/mstack (1 stars, last pushed 8d ago), licensed MIT. It adds 46 tokens to every session and 767 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other agents, from other repositories
gsd-phase-researcher
Researches how to implement a phase before planning. Produces RESEARCH.md consumed by gsd-planner. Spawned by /gsd:plan-phase orchestrator.
book-evaluator
Independent evaluator for the book pipeline. Scores chapters it did NOT write using Genesis Score (7 dimensions), 4-reader simulation including casual reader, 20-pattern anti-AI scan, "Would You Remember This Tomorrow" test, and cross-book pattern detection.
dialogue-polish
Surgical dialogue pass for the book pipeline. Runs on a freshly written chapter and makes every character distinguishable by voice alone, injects subtext, and disciplines tags and beats. Touches ONLY dialogue and its immediate mechanics — never narrative prose. Edits the chapter in place and writes a short report.
APIDesigner
Generates API contracts (OpenAPI/GraphQL) for a feature.
Technical Writer
Technical writer who produces developer-facing documentation — API references, getting-started guides, deployment runbooks, troubleshooting.
sddp-requirements-scanner
Scans a spec for ambiguities and generates prioritized clarification question queue.