Autonomous Code Review
Category: Development Author: Beta Version: 1.0.0 Runtime: OpenClaw + Claude/GPT
What It Does
Automatically review code for bugs, security issues, performance problems, and style violations. Acts as a tireless first-pass reviewer on any codebase.
When to Use
- After any significant code change
- Before merging pull requests
- During code review requests
- To catch issues before human reviewers
Review Checklist
🔴 Critical (Block Merge)
- [ ] Security vulnerabilities (SQL injection, XSS, auth bypass)
- [ ] Data corruption risks (race conditions, deadlocks)
- [ ] Authentication/authorization bypasses
- [ ] Secrets hardcoded in source
🟡 Important (Should Fix)
- [ ] Performance issues (N+1 queries, inefficient loops)
- [ ] Error handling missing or insufficient
- [ ] Missing input validation
- [ ] Resource leaks (unclosed connections, files)
🟢建议 (Nice to Fix)
- [ ] Code style violations
- [ ] Missing documentation
- [ ] Hardcoded values that should be config
- [ ] Overly complex logic
Usage
# Review a file
openclaw code review --file src/auth.py
# Review a diff
openclaw code review --diff "main..feature-branch"
# Full repository audit
openclaw code review --repo ./ --exclude "node_modules,dist"Integration
GitHub Actions
- name: Code Review
uses: openclaw/code-review-action@v1
with:
api-key: ${{ secrets.OPENCLAW_API_KEY }}Pre-commit Hook
openclaw code review --staged --fail-on criticalOutput Format
{
"file": "src/auth.py",
"issues": [
{
"severity": "critical",
"line": 42,
"rule": "sql-injection",
"message": "User input directly interpolated into SQL query",
"fix": "Use parameterized queries instead"
}
],
"score": 72,
"summary": "1 critical, 2 important, 3 suggestions"
}Best Practices
- Run on every commit, not just before merges
- Combine with human review for critical paths
- Track review history to catch recurring issues
- Customize rules per project type