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 requirements-to-task-packetgit 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/requirements-to-task-packet)<a href="https://agentmods.dev/skills/baphuongna/pi-crew/requirements-to-task-packet"><img src="https://agentmods.dev/badge/skills/baphuongna/pi-crew/requirements-to-task-packet/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/requirements-to-task-packet"><img src="https://agentmods.dev/badge/skills/baphuongna/pi-crew/requirements-to-task-packet.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00028 | $0.00920 |
| Opus 5 | $0.00014 | $0.00460 |
| Sonnet 5 | $0.00006 | $0.00184 |
| Haiku 4.5 | $0.00003 | $0.00092 |
Grade A, and why
requirements-to-task-packet 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 11d 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 — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.
requirements-to-task-packet
Core principle: workers need explicit task packets, not inherited ambiguity. Ask only when ambiguity changes architecture, safety, public behavior, or data loss risk; otherwise record assumptions.
Distilled from detailed reads of clarification, spec-to-implementation, subagent-driven development, and skill-authoring patterns.
Clarify or Proceed
Ask before implementation when ambiguity affects:
- security boundary, permissions, ownership, or secret handling;
- destructive operations, migrations, publishing, or public API behavior;
- architecture or data model;
- acceptance criteria or rollback expectations.
Proceed with explicit assumptions when ambiguity is local, reversible, and testable.
Task Packet Template
Objective:
Scope/paths:
Allowed edits:
Forbidden edits/non-goals:
Inputs/dependencies:
Relevant context/artifacts:
Assumptions:
Risks:
Acceptance criteria:
Verification commands:
Expected output artifacts:
Escalation conditions:
Subagent Context Rules
- Give each worker fresh, curated context; do not rely on hidden parent history.
- Include exact upstream artifact paths and summaries when needed.
- Keep implementation tasks independent or explicitly sequenced.
- Require workers to report one of: DONE, DONE_WITH_CONCERNS, NEEDS_CONTEXT, BLOCKED.
- For BLOCKED/NEEDS_CONTEXT, change context/model/scope before retrying.
Acceptance Criteria
Use observable checks:
- command output, state transition, UI/status text, artifact contents;
- regression tests or named test files;
- security properties such as containment/ownership/no secrets;
- compatibility requirements such as Windows paths or Pi CLI flags;
- rollback notes.
Spec Pairs (pi-crew v0.10.1+, ADR-6)
When the target runs pi-crew, author the SpecRecord + TaskPacket pair instead of prose-only acceptance:
- SpecRecord (workspace
state/specs/<id>.json):requirements[]withmust|should|couldpriority + stable ids;acceptance[]entries each tied to arequirementId. Machine-checkable acceptances carrycommand,expectedDigest(sha-256 hex of stdout) orexpectedExitCode, andidempotent: true— only idempotent commands are ever re-run. - PROVENANCE — critical: specs you (an agent/skill path) write are persisted
generatedand NEVER re-executed by the orchestrator.manual+trusted(the only specs strict mode re-runs) are minted exclusively by USER-facing import actions — a worker cannot author a command the root re-executes. - Wire the workflow: add
specRefs: [<spec ids>]to steps held to the spec;specStrict: truein frontmatter opts the whole workflow into strict mode (requires averifierrole step — the run rejects at start otherwise). - Executor footer contract: workers must END results with
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.
- 11d ago First seen · 111 lines · 28 tokens per session scan A a329021658ce
requirements-to-task-packet is a skill published in the GitHub repository baphuongna/pi-crew (52 stars, last pushed today), licensed MIT. It adds 28 tokens to every session and 920 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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