ai-code-review-autonomous SKILL.md skillA
ai-code-review-autonomous from roedyrustam/vibes-plug is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add roedyrustam/vibes-plug/ai-code-review-autonomous@v4.4.2Pins v4.4.2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- roedyrustam/vibes-plug
- Path
.cursor/skills/ai-code-review-autonomous/SKILL.md- Versions recorded
- 3
- Latest version
- v4.4.2, committed Oct 21, 2026
- First version recorded
- Oct 20, 2026
- Size
- 11,373 bytes
- Repository stars
- 112
- License
- MIT
Expert guide for multi-pass autonomous AI code self-review — syntax validation, logic correctness, architectural conformance, security audit, and performance analysis without external tooling — enabling the agent to catch its own errors before presenting code / Panduan ahli review kode otonom multi-pass oleh AI — validasi sintaks, kebenaran logika, konformitas arsitektur, audit keamanan, dan analisis performa tanpa tooling eksternal — memungkinkan agen menangkap errornya sendiri sebelum…
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
# ai-code-review-autonomous — vibes-plug Skill [English](#english) | [Bahasa Indonesia](#bahasa-indonesia) --- <a name="english"></a> ## English ### Orchestration & Integration - **Anti-Slop & Quality Gates**: `anti-slop`, `coderabbit`, `zero-tech-debt-auditor` - **TDD & Automated Debugging**: `autonomous-tdd-debugger`, `property-mutation-testing-expert`, `formal-spec-z3-verifier` - **Security & Red Teaming**: `autonomous-red-teamer`, `prompt-injection-firewall` - **Architecture & Clean Code**: `scalability-clean-code`, `living-codebase-ast-graph`, `typescript-expert` - **Lifecycle & Governance**: `brainstorming`, `zero-to-prod-orchestrator`, `production-ready-hardener` ### Description A structured multi-pass self-review protocol that the AI agent executes on its own generated code before presenting it to the user. Each pass focuses on a distinct quality dimension — syntax correctness, business logic validation, architectural conformance, security vulnerabilities, and performance characteristics. This eliminates the most common AI code generation failure: confidently presenting broken or insecure code because the model never re-read what it wrote. ### Trigger Conditions …
Read the whole file at its exact version.
How to install
mdr add roedyrustam/vibes-plug/ai-code-review-autonomous@sha256:d60b96b83f27bc08The line at the top of this page pins the label v4.4.2, 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_gv2b5dhc6zn7hpg6)
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Versions
The registry has recorded 3 versions of this file, between Oct 20, 2026 and Oct 21, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v4.4.2 latest | 2026-10-21 | c60c6e2 | 11,373 B | A | view · diff |
| v4.4.1 | 2026-10-20 | 0df6770 | 12,441 B | A | view · diff |
| v4.3.0 | 2026-10-20 | 42a8f06 | 12,440 B | A | view |
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 (11373 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
roedyrustam/vibes-plug · 112 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gv2b5dhc6zn7hpg6 GET https://markdownregistry.com/api/v1/resolve?ref=roedyrustam/vibes-plug/ai-code-review-autonomous GET https://markdownregistry.com/api/v1/blob/d60b96b83f27bc083f70e4950250b2a7e3ccb161a0414e9e39621cc7fe3e83c9
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.
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