autoreview SKILL.md skillA
autoreview from vincentkoc/tokenjuice is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vincentkoc/tokenjuice/autoreview@git:20260523.2e84b1bPins git:20260523.2e84b1b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vincentkoc/tokenjuice
- Path
.agents/skills/autoreview/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260523.2e84b1b, committed May 23, 2026
- Size
- 7,576 bytes
- Repository stars
- 527
- License
- MIT
Auto Review closeout. Codex review is the default when no engine is set and is the recommended reviewer.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Auto Review Run the bundled structured review helper as a closeout check. This is code review, not Guardian `auto_review` approval routing. Codex review is the default when no engine is set. It usually delivers the best review results and should remain the normal final closeout engine. Use when: - user asks for Codex review / Claude review / autoreview / second-model review - after non-trivial code edits, before final/commit/ship - reviewing a local branch or PR branch after fixes ## Contract - Treat review output as advisory. Never blindly apply it. - Verify every finding by reading the real code path and adjacent files. - Read dependency docs/source/types when the finding depends on external behavior. - Reject unrealistic edge cases, speculative risks, broad rewrites, and fixes that over-complicate the codebase. - Prefer small fixes at the right ownership boundary; no refactor unless it clearly improves the bug class. - Keep going until structured review returns no accepted/actionable findings. - If a review-triggered fix changes code, rerun focused tests and rerun the structured review helper. …
Read the whole file at its exact version.
How to install
mdr add vincentkoc/tokenjuice/autoreview@sha256:5022ca875c7f77ebThe line at the top of this page pins the label git:20260523.2e84b1b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_wbpdptdbdg2ollh7)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 23, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7576 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vincentkoc/tokenjuice · 527 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wbpdptdbdg2ollh7 GET https://markdownregistry.com/api/v1/resolve?ref=vincentkoc/tokenjuice/autoreview GET https://markdownregistry.com/api/v1/blob/5022ca875c7f77eb4ad32943a920c479b2344095f5453b93dc68a15389bb714c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from vincentkoc/tokenjuice
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