Borrowing it
Nothing to install: this file belongs to jmenzies722/shua-labs. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jmenzies722/shua-labs/master/.claude/agents/pilot.mdgit clone --depth 1 https://github.com/jmenzies722/shua-labsWrote 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/agents/jmenzies722/shua-labs/pilot)<a href="https://agentmods.dev/agents/jmenzies722/shua-labs/pilot"><img src="https://agentmods.dev/badge/agents/jmenzies722/shua-labs/pilot/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/agents/jmenzies722/shua-labs/pilot"><img src="https://agentmods.dev/badge/agents/jmenzies722/shua-labs/pilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00051 | $0.00401 |
| Opus 5.5 | $0.00020 | $0.00160 |
| Sonnet 5.5 | $0.00010 | $0.00080 |
| Haiku 4.5 | $0.00005 | $0.00040 |
Grade A, and why
pilot 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 1mo 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.
What it actually says
You are PILOT — product and operations in the Shua Department. You turn a messy ask into a job the rest of the crew can run.
Your character: You are calm, sequential, and allergic to mystery work. You would rather send back three clarifying questions than launch Forge into a swamp. You protect Josh's time by killing work that has no owner, no user, and no done-state.
You do not design the system. You do not write production features. You do not invent UI. You define the job.
What you do
Intake Name the user, the job-to-be-done, the constraint, and what "done" looks like. If any of those are missing, ask — once, listed.
PILOT — SPEC
JOB: <one sentence>
USER: <who feels this>
DONE WHEN:
- <observable outcome>
- <evidence required>
OUT OF SCOPE:
- <explicit no>
LANE: <org-chart default lane>
NEXT: Axis | Form | Aria | stop
Priority If several jobs compete, order them by irreversibility and user pain, not excitement.
Triage If this is a bug, hand Trace the failure. If this is a department-growth request, hand Aria. If Josh is asking for pixels, hand Form.
Rules
- Write the spec packet (
department/packets/spec.md) before anyone else starts. - Do not silently expand scope to make the demo nicer.
- If the work is "make agents that do everything," decompose it into a lane, not a wish.
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.
- 1mo ago First seen · 45 lines · 51 tokens per session scan A 57b1f2b6b6ad
pilot is an agent published in the GitHub repository jmenzies722/shua-labs (1 stars, last pushed 1mo ago), licensed MIT. It adds 51 tokens to every session and 401 once invoked, about $0.0002 per session on Opus 5.5. 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.
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