autoreview
Pre-commit/ship code review: Codex default; optional Claude or Pi
Examining code for the line that is wrong
What it does
Run the bundled structured review helper as a closeout check. This is code review, not Guardian auto_review approval routing.
What it can touch
Includes 8 scripts
Your AI can run these when the skill is used — on your computer in a coding tool (which asks first unless you have told it not to), or in the AI’s own sandbox in Claude and ChatGPT.
How we know
Found in the skill’s folder: scripts/autoreview_test.py, scripts/test-review-harness.ps1, scripts/test-review-harness.py, tests/fixtures/swift-benign-status-literals.swift….
Asks for an API key or token
You will need an account with the service it talks to, and your own key. Keep keys in your settings or environment, never in a chat.
How we know
The SKILL.md names AMP_API_KEY.
Mentions 2 outside web addresses
The instructions point your AI at these sites or APIs. Anything it sends there leaves your computer.
How we know
Web addresses in the SKILL.md, excluding GitHub and documentation sites: ampcode.com, developers.openai.com.
Uses terminal commands
It shows your AI commands to run. In a coding agent that means your terminal; in a chat app it usually can’t.
How we know
The SKILL.md contains shell code blocks.
3 smaller things worth knowing
Refers to a credentials file (SSH keys, cloud logins, tokens); Contains commands that delete or overwrite. Usually legitimate — listed so nothing is hidden.
How we know
Refers to a credentials file (SSH keys, cloud logins, tokens) — scripts/autoreview line 68; Contains commands that delete or overwrite — scripts/test-review-harness.py line 57; Refers to a credentials file (SSH keys, cloud logins, tokens) — tests/test_autoreview_hardening.py line 967. Read 2026-10-05, commit e12f652.
scripts/autoreview, line 68 ↗scripts/test-review-harness.py, line 57 ↗tests/test_autoreview_hardening.py, line 967 ↗No serious risk pattern found
Launch7’s automated check read all 12 text files in this skill and matched none of its serious risk patterns. This is not a guarantee: a check like this can miss new or disguised tricks, and the author can change the files after the check.
How we know
Read 2026-10-05, commit e12f652 by pipeline/trust/analyze.py — 40+ patterns for hidden text, prompt injection, downloads that run, credential access and more. It reads; it never runs the skill.
Recently maintained
Its repository has had changes recently.
How we know
Last push to openclaw/crabbox: 2026-10-05 (0 days before the scan).
Read automatically from the skill’s own files on GitHub on 5 Oct 2026. Launch7 does not run or manually review skills: this lists what the check saw, and nothing here means “safe”. How we check
Add it to your AI
Partly. Upload it in Claude’s settings — the instructions work; the scripts need the full folder.
Built in your browser from the SKILL.md on GitHub — nothing passes through Launch7.
In Claude, open Customize → Skills, press +, then Create skill → Upload a skill, and choose the .zip.
Make sure code execution is switched on (Settings → Capabilities). Skills need it.
Start a new chat and ask for the job in your own words — Claude picks the skill up when it fits.
This skill ships 8 scripts beside its instructions. The download here is the SKILL.md alone — enough for the instructions, not for the parts that run code. Use the command route, or take the full folder from the repository.
How Claude does this: support.claude.com · checked 28 Sep 2026 · “Supported” means documented by the vendor; Launch7 has not run it end to end
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