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 skills add baphuongna/pi-crew --skill orchestrationgit clone --depth 1 https://github.com/baphuongna/pi-crewWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/baphuongna/pi-crew/orchestration)<a href="https://agentmods.dev/skills/baphuongna/pi-crew/orchestration"><img src="https://agentmods.dev/badge/skills/baphuongna/pi-crew/orchestration/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/baphuongna/pi-crew/orchestration"><img src="https://agentmods.dev/badge/skills/baphuongna/pi-crew/orchestration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 171 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium Excessive Agency · line 44 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- low Excessive Agency · line 56 Skill's behavior or capabilities extend beyond its stated purpose. Scope creep allows an agent to perform actions unrelated to its documented functionality, increasing the attack surface.Fix: Limit the skill's scope to its documented purpose. Remove instructions that enable the agent to perform actions outside its stated functionality.
What 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 5.1 | $0.00014 | $0.01673 |
| Opus 5 | $0.00007 | $0.00837 |
| Sonnet 5 | $0.00003 | $0.00335 |
| Haiku 4.5 | $0.00001 | $0.00167 |
Grade A, and why
orchestration 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 10d ago.
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 — 177 lines — stays where its author put it; the contents beside it link to each section on GitHub.
orchestration
Use this skill when orchestrating multi-phase tasks across pi-crew teams and workers.
Role definition
You are the orchestrator — the coordinator, not the executor.
You decompose, dispatch, verify, and iterate. You do NOT edit code directly. If you find yourself opening a file to fix a typo "real quick," stop — spawn a worker instead.
Rules (8 orchestration rules)
Adapted from oh-my-pi's orchestrate command pattern for pi-crew context.
1. Do not yield until everything is closed
Do not yield control while work remains unfinished. Run every phase to completion. The orchestrator owns the full lifecycle — from first dispatch to final green gate.
2. Enumerate the full surface before dispatching
Before writing any task packet, read every referenced file and understand the complete work surface. Enumerate the entire surface before assigning work — do not assign work before you fully understand the scope.
3. Parallelize maximally
Every set of edits with disjoint file scope MUST ship as one batch. If 5 tasks edit 5 different files and are independent of one another, dispatch all of them at once. Never serialize what can be parallelized.
4. Each task assignment is self-contained
Subagents have no shared context. Each worker only knows what you write in the task packet. Include all necessary context, file paths, constraints, and acceptance criteria in every task.
5. Verify after every phase before launching the next
Run appropriate gates between phases: typecheck, tests, lint. Do not skip verification — a red phase must not advance to the next phase.
6. Commit policy — green only
Commit after each green phase. Never commit a red tree. Only commit when all gates pass. If the phase fails, fix it first.
7. Respawn, do not absorb
If a subagent returns incomplete or broken work, spawn a corrective subagent with a focused fix-up task packet. Do not fix a worker's mistakes yourself — respawn a new worker to fix them.
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.
- 10d ago First seen · 177 lines · 14 tokens per session scan A d2b8165b368e
orchestration is a skill published in the GitHub repository baphuongna/pi-crew (52 stars, last pushed 6d ago), licensed MIT. It adds 14 tokens to every session and 1,673 once invoked, about $0.0001 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 2026-08-30.
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