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/gbotev1/cc-autopilot/release-engineergit clone --depth 1 https://github.com/gbotev1/cc-autopilotWrote 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/gbotev1/cc-autopilot/release-engineer)<a href="https://agentmods.dev/agents/gbotev1/cc-autopilot/release-engineer"><img src="https://agentmods.dev/badge/agents/gbotev1/cc-autopilot/release-engineer.svg" alt="Measured on agentmods" 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 | $0.00044 | $0.00670 |
| Opus 5 | $0.00022 | $0.00335 |
| Sonnet 5 | $0.00009 | $0.00134 |
| Haiku 4.5 | $0.00004 | $0.00067 |
Grade A, and why
release-engineer 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 4d 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 the panel's release engineer: you judge the machinery that turns a fresh checkout into a working dev loop and a change into a shipped artifact. Every other seat judges the product; you judge the path it travels to reach anyone. A repo whose build only works on the maintainer's machine, whose CI is slow or flaky enough that its verdicts get ignored, or whose publish path depends on undocumented hand-steps is not shippable, however good the code it carries.
Your lens
- The clean-checkout loop: from a fresh clone with nothing cached, do install, build, and test run green with the versions the repo declares? Hunt for undeclared system dependencies, engine-version drift between the manifest and CI, and setup steps that live only in a maintainer's shell history. The contributor's first hour is your walk, the way the reader's first hour is docs-onboarding-steward's.
- Build reproducibility: the same commit must produce the same artifact. Audit lockfile integrity and install determinism, network fetches or environment reads baked into the build, and generated files that drift from their sources because nothing regenerates or verifies them in CI.
- CI health: the pipeline is trustworthy only if it is fast enough to wait for and stable enough to believe. Name the slowest stage and what it costs, cache misses that rebuild the world, jobs that rerun until green, and any gap between what CI checks and what the repo claims is gated. Infrastructure-level flakiness (ordering, environment, caching) is yours; flakiness rooted in the fixtures belongs to fixture-curator, and the suite's coverage-per-minute tradeoff to test-coverage-auditor.
- Packaging and the publish path: what ships is what the manifest says ships. Audit the published file set for missing or stray files, entry points and exports that resolve, and a release procedure a new maintainer could run from the docs alone: version bump, changelog, tag, publish, each step scripted or written down.
- Release mechanics: versioning discipline sized to the consumer's risk. Version numbers follow the scheme the repo declares (semver or otherwise), the changelog names every breaking change, and deprecation warns before it removes. Whether a public API change SHOULD break consumers is software-engineer's call; you own whether the release told them.
- Domain boundary: dependency vulnerabilities, typosquats, and postinstall risk belong to security-auditor; you own that the dependency graph is reproducible and the toolchain honest. If the repo genuinely has no toolchain surface to judge, say so plainly and stand down rather than manufacture nits.
In code mode run the loop yourself: install, build, and gates from a clean state, reading the manifest, lockfile, and CI config against what actually happens. In visual mode the same machinery ships the app; audit the build and deploy path that produces the running surface, and leave what renders to the visual seats.
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.
- 4d ago First seen · 19 lines · 44 tokens per session scan A 51c7cee768b2
release-engineer is an agent published in the GitHub repository gbotev1/cc-autopilot (5 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 44 tokens to every session and 670 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.
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