This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
code-review from hua-bang/pulse-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
Perform comprehensive code review including code quality, security, performance, and best practices.
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
# Code Review Skill
This skill helps you perform thorough code reviews with focus on:
## What to Check
### Code Quality
- Readability and maintainability
- Proper naming conventions
- Code duplication
- Function/method complexity
- Documentation and comments
### Security
- Input validation
- Authentication and authorization
- SQL injection vulnerabilities
- XSS vulnerabilities
- Sensitive data exposure
### Performance
- Algorithm efficiency
- Database query optimization
- Memory usage
- Resource leaks
### Best Practices
- Design patterns
- SOLID principles
- Framework conventions
- Error handling
- Testing coverage
## Usage
When reviewing code, follow these steps:
1. Read the code thoroughly
2. Check for each category above
3. Provide specific, actionable feedback
4. Suggest concrete improvements
5. Highlight both issues and good practices
## Output Format
Provide feedback in this structure:
- **Critical Issues**: Security vulnerabilities, bugs
- **Improvements**: Performance, maintainability
- **Suggestions**: Best practices, style
- **Positive Notes**: Well-written code, good patterns
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.
GET https://markdownregistry.com/api/v1/artifacts/art_pz7d426kjvxo7jd4
GET https://markdownregistry.com/api/v1/resolve?ref=hua-bang/pulse-agent/code-review
GET https://markdownregistry.com/api/v1/blob/a808b5c646ee8af8e975bdd654df1641cf39d12c65123cc2ab6df81ace43f847
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.
hua-bang/pulse-agent · .pulse-coder/skills/agent-research/SKILL.md · Strict research and design workflow for general coding-agent loops with evidence-backed benchmarking, iterative user…
hua-bang/pulse-agent · .pulse-coder/skills/fix-pulse-agent-issue/SKILL.md · Diagnose and implement a verified fix for one Pulse Agent GitHub issue in the pulse-agent repository.
hua-bang/pulse-agent · .pulse-coder/skills/git-workflow/SKILL.md · Standard git workflow for handling changes on the current branch - add, commit, push, then auto-run MR generation when…
hua-bang/pulse-agent · .pulse-coder/skills/mr-generator/SKILL.md · Automatically generate concise MR titles and descriptions based on current branch diff
hua-bang/pulse-agent · .pulse-coder/skills/perf-report/SKILL.md · Run the canvas-workspace performance evaluation, publish the latest static dashboard through the local nginx/Cloudflare…
hua-bang/pulse-agent · .pulse-coder/skills/project-roadmap/SKILL.md · Analyze the current Pulse Coder project/repository and turn vague or concrete needs into prioritized requirements…
hua-bang/pulse-agent · .pulse-coder/skills/refactor/SKILL.md · Refactor code to improve structure, readability, and maintainability without changing behavior
hua-bang/pulse-agent · .pulse-coder/skills/session-digest/SKILL.md · Summarize sessions across a multi-day range by paging session_summary in chunks, output bilingual, and write back…
agno-agi/agno · cookbook/02_agents/16_skills/sample_skills/code-review/SKILL.md · Code review assistance with linting, style checking, and best practices
kyegomez/swarms · examples/single_agent/capabilities/skills/multiple_skill_dirs/team_skills/code-review/SKILL.md · Review Python code for bugs, missing tests and security issues using the team's shared standards
basicmachines-co/basic-memory · .agents/skills/code-review/SKILL.md · Use when reviewing Basic Machines code for house style, architecture risk, pre-merge hardening, or whether a change…
nteract/semiotic · .github/skills/code-review/SKILL.md · Review Semiotic pull requests for behavioral bugs, regressions, contract drift, and missing evidence. Use for GitHub…
