Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/baphuongna/pi-crewnpx agentmods add skills/baphuongna/pi-crew/real-test-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/real-test-pi-crew)<a href="https://agentmods.dev/skills/baphuongna/pi-crew/real-test-pi-crew"><img src="https://agentmods.dev/badge/skills/baphuongna/pi-crew/real-test-pi-crew/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/real-test-pi-crew"><img src="https://agentmods.dev/badge/skills/baphuongna/pi-crew/real-test-pi-crew.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 | $0.00075 | $0.27439 |
| Opus 5 | $0.00037 | $0.13720 |
| Sonnet 5 | $0.00015 | $0.05488 |
| Haiku 4.5 | $0.00007 | $0.02744 |
Grade E, and why
real-test-pi-crew scanned grade E with 2 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.
Harvests environment variableshighData exfiltration
Enumerating or grepping the environment for keys collects credentials unrelated to what the mod says it does.
ENV = dict(os.environ) # keystroke diag env var REMOVED (see note below) Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
| Bundle md5 not changing after rebuild | Stale `dist/` cache or esbuild no-op | `rm -rf dist/ && npm run build:bundle`; verify new md5 | How it starts
The opening of the file, as written. The whole thing — 1,099 lines — stays where its author put it; the contents beside it link to each section on GitHub.
real-test-pi-crew
End-to-end verification discipline for pi-crew changes. Distilled from the broker Phase-4 rollout (commits 1cb2dca → d599578 → 612e18b → 4186284, July 2026). The pain this skill prevents: shipping code that compiles + unit-tests-green but breaks in the user's live Pi session, or hangs the verifier worker.
When to use: after any change to src/runtime/broker/*.ts (broker + tokens + issuer), src/ui/, src/config/ (incl. src/config/migration-validator.ts), src/extension/registration/lifecycle-handlers.ts, src/runtime/child-pi/*.ts (worker spawn/kill/steering), src/runtime/surface/*.ts (MuxSurface providers, degrade, launch script), src/prompt/*.ts (worker-side tools: ask / message / delegate / surface-worker recorder), src/runtime/goal-workflow/plan-templates.ts, src/runtime/team-runner.ts or src/runtime/task-runner/** (scheduler / execution — Tier 7 smoke), src/state/** (durable state — Tier 7 + 9a events/status + Tier 11a read-your-writes), src/runtime/live-session/** + src/runtime/custom-tools/* (live-session mode + worker custom tools), src/schema/team-tool-schema.ts (or any Type.Unsafe({...}) schema definition), src/extension/registration/team-tool.ts, workflows/*.workflow.md, .github/workflows/*.yml (CI env — Tier 11e), scripts/wc-gate.mjs (Tier 11b), or before any commit touching these paths. Schema changes additionally require Tier 9 (feature battery) because the team tool's TypeBox schema is validated by pi-ai BEFORE the handler runs — a too-strict or malformed schema breaks every action silently. Surface changes additionally require Tier 10 (surface-mode battery) because surface is fail-closed: every failure degrades to headless and the run still goes green — only pane-level evidence proves the panes engaged.
Path map (2026-08-26 reorg + A1):
src/runtime/crew-broker*.ts→src/runtime/broker/;src/runtime/child-pi*.ts→src/runtime/child-pi/;src/runtime/plan-templates.ts(flat) →src/runtime/goal-workflow/plan-templates.ts; NEW dirssrc/runtime/surface/andsrc/prompt/. Test files moved with them (test/unit/crew-broker-*.test.ts→test/unit/runtime/broker/,test/unit/keybinding-map.parity.test.ts→test/unit/ui/, ...).
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 Changed · +147 lines c071983705c3
- 8d ago Changed · +2 lines 01d359d51b50
- 12d ago First seen · 950 lines · 75 tokens per session scan E d75175d1882d
real-test-pi-crew is a skill published in the GitHub repository baphuongna/pi-crew (52 stars, last pushed yesterday), licensed MIT. It adds 75 tokens to every session and 27,439 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it E with 2 findings (harvests environment variables, recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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