AI-powered pull request review and summarization - analyze diffs, detect bugs, security issues, suggest improvements, generate PR summaries, and auto-comment on GitHub PRs.
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
# PR Reviewer Skill
AI-powered pull request review and summarization.
## Usage
```
/pr-reviewer review <PR-number>
/pr-reviewer summary [branch]
/pr-reviewer diff [base-branch]
```
## Review Checklist
- Bug detection and logic errors
- Security vulnerabilities (injection, XSS, secrets)
- Performance concerns
- Error handling gaps
- Code style and consistency
- Test coverage gaps
- Breaking changes
## Output Format
Each finding includes: severity (critical/warning/info), file:line, description, and suggestion.
The line at the top of this page pins the label v1.0.0, 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.
A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (1731 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
GitHub
chainlesschain/chainlesschain · 11 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sc6ialuposiyjaqd
GET https://markdownregistry.com/api/v1/resolve?ref=chainlesschain/chainlesschain/pr-reviewer
GET https://markdownregistry.com/api/v1/blob/e7267419807a63d3d75c49c538a5ce2c4fc5783a40e194c7194406e3ba66d46e
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.
chainlesschain/chainlesschain · .claude/skills/cc-cli/SKILL.md · Invoke ChainlessChain `cc` CLI commands from natural language. Triggers when the user wants to run any `cc …` action…
chainlesschain/chainlesschain · .claude/skills/pdh-android-collect/SKILL.md · Collect a rooted Android device's real personal data into the Personal Data Hub (PDH) vault to feed the user's…
chainlesschain/chainlesschain · desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/ab-compare/SKILL.md · Generate and compare multiple implementation variants with benchmarking and scoring
chainlesschain/chainlesschain · desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/api-design/SKILL.md · Design RESTful APIs with best practices, conventions, and OpenAPI specs
chainlesschain/chainlesschain · desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/api-docs-generator/SKILL.md · Generate API documentation from code - produce OpenAPI/Swagger specs, Markdown API references, request/response…
chainlesschain/chainlesschain · desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/api-gateway/SKILL.md · Universal API gateway - connect to 100+ APIs with a unified interface, manage API keys, and chain API calls
chainlesschain/chainlesschain · desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/audio-transcriber/SKILL.md · Speech-to-text transcription using Whisper API or local engine
jpantsjoha/ai-native-developer-experience · skills/pr-reviewer/SKILL.md · Review gate for correctness, reuse, and simplification. Produces a structured verdict with actionable findings. Trigger…
hahaknight/claude-skills-pro · free-skills/pr-reviewer/SKILL.md · MUST USE when reviewing a pull request, reviewing changes, 审查代码/review/ 看看这个改动有没有问题, or before committing significant…