Github Code Review
Comprehensive GitHub code review with AI-powered swarm coordination
npx clawhub@latest install github-code-review動作要件
説明
GitHub Code Review Skill
> AI-Powered Code Review: Deploy specialized review agents to perform comprehensive, intelligent code reviews that go beyond traditional static analysis.
🎯 Quick Start
Simple Review
```bash
Initialize review swarm for PR
gh pr view 123 --json files,diff | npx ruv-swarm github review-init --pr 123
Post review status
gh pr comment 123 --body "🔍 Multi-agent code review initiated"
```
Complete Review Workflow
```bash
Get PR context with gh CLI
PR_DATA=$(gh pr view 123 --json files,additions,deletions,title,body)
PR_DIFF=$(gh pr diff 123)
Initialize comprehensive review
npx ruv-swarm github review-init \
--pr 123 \
--pr-data "$PR_DATA" \
--diff "$PR_DIFF" \
--agents "security,performance,style,architecture,accessibility" \
--depth comprehensive
```
---
📚 Table of Contents
<details>
<summary><strong>Core Features</strong></summary>
- [Multi-Agent Review System](#multi-agent-review-system)
- [Specialized Review Agents](#specialized-review-agents)
- [PR-Based Swarm Management](#pr-based-swarm-management)
- [Automated Workflows](#automated-workflows)
- [Quality Gates & Checks](#quality-gates--checks)
</details>
<details>
<summary><strong>Review Agents</strong></summary>
- [Security Review Agent](#security-review-agent)
- [Performance Review Agent](#performance-review-agent)
- [Architecture Review Agent](#architecture-review-agent)
- [Style & Convention Agent](#style--convention-agent)
- [Accessibility Agent](#accessibility-agent)
</details>
<details>
<summary><strong>Advanced Features</strong></summary>
- [Context-Aware Reviews](#context-aware-reviews)
- [Learning from History](#learning-from-history)
- [Cross-PR Analysis](#cross-pr-analysis)
- [Custom Review Agents](#custom-review-agents)
</details>
<details>
<summary><strong>Integration & Automation</strong></summary>
- [CI/CD Integration](#cicd-integration)
- [Webhook Handlers](#webhook-handlers)
- [PR Comment Commands](#pr-comment-commands)
- [Automated Fixes](#automated-fixes)
</details>
---
🚀 Core Features
Multi-Agent Review System
Deploy specialized AI agents for comprehensive code review:
```bash
Initialize review swarm with GitHub CLI integration
PR_DATA=$(gh pr view 123 --json files,additions,deletions,title,body)
PR_DIFF=$(gh pr diff 123)
Start multi-agent review
npx ruv-swarm github review-init \
--pr 123 \
--pr-data "$PR_DATA" \
--diff "$PR_DIFF" \
--agents "security,performance,style,architecture,accessibility" \
--depth comprehensive
Post initial review status
gh pr comment 123 --body "🔍 Multi-agent code review initiated"
```
Benefits:
- ✅ Parallel review by specialized agents
- ✅ Comprehensive coverage across multiple domains
- ✅ Faster review cycles with coordinated analysis
- ✅ Consistent quality standards enforcement
---
🤖 Specialized Review Agents
Security Review Agent
Focus: Identify security vulnerabilities and suggest fixes
```bash
Get changed files from PR
CHANGED_FILES=$(gh pr view 123 --json files --jq '.files[].path')
Run security-focused review
SECURITY_RESULTS=$(npx ruv-swarm github review-security \
--pr 123 \
--files "$CHANGED_FILES" \
--check "owasp,cve,secrets,permissions" \
--suggest-fixes)
Post findings based on severity
if echo "$SECURITY_RESULTS" | grep -q "critical"; then
Request changes for critical issues
gh pr review 123 --request-changes --body "$SECURITY_RESULTS"
gh pr edit 123 --add-label "security-review-required"
else
Post as comment for non-critical issues
gh pr comment 123 --body "$SECURITY_RESULTS"
fi
```
<details>
<summary><strong>Security Checks Performed</strong></summary>
```javascript
{
"checks": [
"SQL injection vulnerabilities",
"XSS attack vectors",
"Authentication bypasses",
"Authorization flaws",
"Cryptographic weaknesses",
"Dependency vulnerabilities",
"Secret exposure",
"CORS misconfigurations"
],
"actions": [
"Block PR on critical issues",
"Suggest secure alternatives",
"Add security test cases",
"Update security documentation"
]
}
```
</details>
<details>
<summary><strong>Comment Template: Security Issue</strong></summary>
```markdown
🔒 Security Issue: [Type]
Severity: 🔴 Critical / 🟡 High / 🟢 Low
Description:
[Clear explanation of the security issue]
Impact:
[Potential consequences if not addressed]
Suggested Fix:
```language
[Code example of the fix]
```
References:
- [OWASP Guide](link)
- [Security Best Practices](link)
```
</details>
---
Performance Review Agent
Focus: Analyze performance impact and optimization opportunities
```bash
Run performance analysis
npx ruv-swarm github review-performance \
--pr 123 \
--profile "cpu,memory,io" \
--benchmark-against main \
--suggest-optimizations
```
<details>
<summary><strong>Performance Metrics Analyzed</strong></summary>
```javascript
{
"metrics": [
"Algorithm complexity (Big O analysis)",
"Database query efficiency",
"Memory allocation patterns",
"Cache utilization",
"Network request optimization",
"Bundle size impact",
"Render performance"
],
"benchmarks": [
"Compare with baseline",
"Load test simulations",
"Memory leak detection",
"Bottleneck identification"
]
}
```
</details>
---
Architecture Review Agent
Focus: Evaluate design patterns and architectural decisions
```bash
Architecture review
npx ruv-swarm github review-architecture \
--pr 123 \
--check "patterns,coupling,cohesion,solid" \
--visualize-impact \
--suggest-refactoring
```
<details>
<summary><strong>Architecture Analysis</strong></summary>
```javascript
{
"patterns": [
"Design pattern adherence",
"SOLID principles",
"DRY violations",
"Separation of concerns",
"Dependency injection",
"Layer violations",
"Circular dependencies"
],
"metrics": [
"Coupling metrics",
"Cohesion scores",
"Complexity measures",
"Maintainability index"
]
}
```
</details>
---
Style & Convention Agent
Focus: Enforce coding standards and best practices
```bash
Style enforcement with auto-fix
npx ruv-swarm github review-style \
--pr 123 \
--check "formatting,naming,docs,tests" \
--auto-fix "formatting,imports,whitespace"
```
<details>
<summary><strong>Style Checks</strong></summary>
```javascript
{
"checks": [
"Code formatting",
"Naming conventions",
"Documentation standards",
"Comment quality",
"Test coverage",
"Error handling patterns",
"Logging standards"
],
"auto-fix": [
"Formatting issues",
"Import organization",
"Trailing whitespace",
"Simple naming issues"
]
}
```
</details>
---
🔄 PR-Based Swarm Management
Create Swarm from PR
```bash
Create swarm from PR description using gh CLI
gh pr view 123 --json body,title,labels,files | npx ruv-swarm swarm create-from-pr
Auto-spawn agents based on PR labels
gh pr view 123 --json labels | npx ruv-swarm swarm auto-spawn
Create swarm with full PR context
gh pr view 123 --json body,labels,author,assignees | \
npx ruv-swarm swarm init --from-pr-data
```
Label-Based Agent Assignment
Map PR labels to specialized agents:
```json
{
"label-mapping": {
"bug": ["debugger", "tester"],
"feature": ["architect", "coder", "tester"],
"refactor": ["analyst", "coder"],
"docs": ["researcher", "writer"],
"performance": ["analyst", "optimizer"],
"security": ["security", "authentication", "audit"]
}
}
```
Topology Selection by PR Size
```bash
Automatic topology selection based on PR complexity
Small PR (< 100 lines): ring topology
Medium PR (100-500 lines): mesh topology
Large PR (> 500 lines): hierarchical topology
npx ruv-swarm github pr-topology --pr 123
```
---
🎬 PR Comment Commands
Execute swarm commands directly from PR comments:
```markdown
<!-- In PR comment -->
/swarm init mesh 6
/swarm spawn coder "Implement authentication"
/swarm spawn tester "Write unit tests"
/swarm status
/swarm review --agents security,performance
```
<details>
<summary><strong>Webhook Handler for Comment Commands</strong></summary>
```javascript
// webhook-handler.js
const { createServer } = require('http');
const { execSync } = require('child_process');
createServer((req, res) => {
if (req.url === '/github-webhook') {
const event = JSON.parse(body);
if (event.action === 'opened' && event.pull_request) {
execSync(npx ruv-swarm github pr-init ${event.pull_request.number});
}
if (event.comment && event.comment.body.startsWith('/swarm')) {
const command = event.comment.body;
execSync(npx ruv-swarm github handle-comment --pr ${event.issue.number} --command "${command}");
}
res.writeHead(200);
res.end('OK');
}
}).listen(3000);
```
</details>
---
⚙️ Review Configuration
Configuration File
```yaml
.github/review-swarm.yml
version: 1
review:
auto-trigger: true
required-agents:
- security
- performance
- style
optional-agents:
- architecture
- accessibility
- i18n
thresholds:
security: block # Block merge on security issues
performance: warn # Warn on performance issues
style: suggest # Suggest style improvements
rules:
security:
- no-eval
- no-hardcoded-secrets
- proper-auth-checks
- validate-input
performance:
- no-n-plus-one
- efficient-queries
- proper-caching
- optimize-loops
architecture:
- max-coupling: 5
- min-cohesion: 0.7
- follow-patterns
- avoid-circular-deps
```
Custom Review Triggers
```javascript
{
"triggers": {
"high-risk-files": {
"paths": ["/auth/", "/payment/", "/admin/"],
"agents": ["security", "architecture"],
"depth": "comprehensive",
"require-approval": true
},
"performance-critical": {
"paths": ["/api/", "/database/", "/cache/"],
"agents": ["performance", "database"],
"benchmarks": true,
"regression-threshold": "5%"
},
"ui-changes": {
"paths": ["/components/", "/styles/", "/pages/"],
"agents": ["accessibility", "style", "i18n"],
"visual-tests": true,
"responsive-check": true
}
}
}
```
---
🤖 Automated Workflows
Auto-Review on PR Creation
```yaml
.github/workflows/auto-review.yml
name: Automated Code Review
on:
pull_request:
types: [opened, synchronize]
issue_comment:
types: [created]
jobs:
swarm-review:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
with:
fetch-depth: 0
- name: Setup GitHub CLI
run: echo "${{ secrets.GITHUB_TOKEN }}" | gh auth login --with-token
- name: Run Review Swarm
run: |
Get PR context with gh CLI
PR_NUM=${{ github.event.pull_request.number }}
PR_DATA=$(gh pr view $PR_NUM --json files,title,body,labels)
PR_DIFF=$(gh pr diff $PR_NUM)
Run swarm review
REVIEW_OUTPUT=$(npx ruv-swarm github review-all \
--pr $PR_NUM \
--pr-data "$PR_DATA" \
--diff "$PR_DIFF" \
--agents "security,performance,style,architecture")
Post review results
echo "$REVIEW_OUTPUT" | gh pr review $PR_NUM --comment -F -
Update PR status
if echo "$REVIEW_OUTPUT" | grep -q "approved"; then
gh pr review $PR_NUM --approve
elif echo "$REVIEW_OUTPUT" | grep -q "changes-requested"; then
gh pr review $PR_NUM --request-changes -b "See review comments above"
fi
- name: Update Labels
run: |
Add labels based on review results
if echo "$REVIEW_OUTPUT" | grep -q "security"; then
gh pr edit $PR_NUM --add-label "security-review"
fi
if echo "$REVIEW_OUTPUT" | grep -q "performance"; then
gh pr edit $PR_NUM --add-label "performance-review"
fi
```
---
💬 Intelligent Comment Generation
Generate Contextual Review Comments
```bash
Get PR diff with context
PR_DIFF=$(gh pr diff 123 --color never)
PR_FILES=$(gh pr view 123 --json files)
Generate review comments
COMMENTS=$(npx ruv-swarm github review-comment \
--pr 123 \
--diff "$PR_DIFF" \
--files "$PR_FILES" \
--style "constructive" \
--include-examples \
--suggest-fixes)
Post comments using gh CLI
echo "$COMMENTS" | jq -c '.[]' | while read -r comment; do
FILE=$(echo "$comment" | jq -r '.path')
LINE=$(echo "$comment" | jq -r '.line')
BODY=$(echo "$comment" | jq -r '.body')
COMMIT_ID=$(gh pr view 123 --json headRefOid -q .headRefOid)
Create inline review comments
gh api \
--method POST \
/repos/:owner/:repo/pulls/123/comments \
-f path="$FILE" \
-f line="$LINE" \
-f body="$BODY" \
-f commit_id="$COMMIT_ID"
done
```
Batch Comment Management
```bash
Manage review comments efficiently
npx ruv-swarm github review-comments \
--pr 123 \
--group-by "agent,severity" \
--summarize \
--resolve-outdated
```
---
🚪 Quality Gates & Checks
Status Checks
```yaml
Required status checks in branch protection
protection_rules:
required_status_checks:
strict: true
contexts:
- "review-swarm/security"
- "review-swarm/performance"
- "review-swarm/architecture"
- "review-swarm/tests"
```
Define Quality Gates
```bash
Set quality gate thresholds
npx ruv-swarm github quality-gates \
--define '{
"security": {"threshold": "no-critical"},
"performance": {"regression": "<5%"},
"coverage": {"minimum": "80%"},
"architecture": {"complexity": "<10"},
"duplication": {"maximum": "5%"}
}'
```
Track Review Metrics
```bash
Monitor review effectiveness
npx ruv-swarm github review-metrics \
--period 30d \
--metrics "issues-found,false-positives,fix-rate,time-to-review" \
--export-dashboard \
--format json
```
---
🎓 Advanced Features
Context-Aware Reviews
Analyze PRs with full project context:
```bash
Review with comprehensive context
npx ruv-swarm github review-context \
--pr 123 \
--load-related-prs \
--analyze-impact \
--check-breaking-changes \
--dependency-analysis
```
Learning from History
Train review agents on your codebase patterns:
```bash
Learn from past reviews
npx ruv-swarm github review-learn \
--analyze-past-reviews \
--identify-patterns \
--improve-suggestions \
--reduce-false-positives
Train on your codebase
npx ruv-swarm github review-train \
--learn-patterns \
--adapt-to-style \
--improve-accuracy
```
Cross-PR Analysis
Coordinate reviews across related pull requests:
```bash
Analyze related PRs together
npx ruv-swarm github review-batch \
--prs "123,124,125" \
--check-consistency \
--verify-integration \
--combined-impact
```
Multi-PR Swarm Coordination
```bash
Coordinate swarms across related PRs
npx ruv-swarm github multi-pr \
--prs "123,124,125" \
--strategy "parallel" \
--share-memory
```
---
🛠️ Custom Review Agents
Create Custom Agent
```javascript
// custom-review-agent.js
class CustomReviewAgent {
constructor(config) {
this.config = config;
this.rules = config.rules || [];
}
async review(pr) {
const issues = [];
// Custom logic: Check for TODO comments in production code
if (await this.checkTodoComments(pr)) {
issues.push({
severity: 'warning',
file: pr.file,
line: pr.line,
message: 'TODO comment found in production code',
suggestion: 'Resolve TODO or create issue to track it'
});
}
// Custom logic: Verify API versioning
if (await this.checkApiVersioning(pr)) {
issues.push({
severity: 'error',
file: pr.file,
line: pr.line,
message: 'API endpoint missing versioning',
suggestion: 'Add /v1/, /v2/ prefix to API routes'
});
}
return issues;
}
async checkTodoComments(pr) {
// Implementation
const todoRegex = /\/\/\s*TODO|\/\*\s*TODO/gi;
return todoRegex.test(pr.diff);
}
async checkApiVersioning(pr) {
// Implementation
const apiRegex = /app\.(get|post|put|delete)\(['"]\/api\/(?!v\d+)/;
return apiRegex.test(pr.diff);
}
}
module.exports = CustomReviewAgent;
```
Register Custom Agent
```bash
Register custom review agent
npx ruv-swarm github register-agent \
--name "custom-reviewer" \
--file "./custom-review-agent.js" \
--category "standards"
```
---
🔧 CI/CD Integration
Integration with Build Pipeline
```yaml
.github/workflows/build-and-review.yml
name: Build and Review
on: [pull_request]
jobs:
build-and-test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- run: npm install
- run: npm test
- run: npm run build
swarm-review:
needs: build-and-test
runs-on: ubuntu-latest
steps:
- name: Run Swarm Review
run: |
npx ruv-swarm github review-all \
--pr ${{ github.event.pull_request.number }} \
--include-build-results
```
Automated PR Fixes
```bash
Auto-fix common issues
npx ruv-swarm github pr-fix 123 \
--issues "lint,test-failures,formatting" \
--commit-fixes \
--push-changes
```
Progress Updates to PR
```bash
Post swarm progress to PR using gh CLI
PROGRESS=$(npx ruv-swarm github pr-progress 123 --format markdown)
gh pr comment 123 --body "$PROGRESS"
Update PR labels based on progress
if [[ $(echo "$PROGRESS" | grep -o '[0-9]\+%' | sed 's/%//') -gt 90 ]]; then
gh pr edit 123 --add-label "ready-for-review"
fi
```
---
📋 Complete Workflow Examples
Example 1: Security-Critical PR
```bash
Review authentication system changes
npx ruv-swarm github review-init \
--pr 456 \
--agents "security,authentication,audit" \
--depth "maximum" \
--require-security-approval \
--penetration-test
```
Example 2: Performance-Sensitive PR
```bash
Review database optimization
npx ruv-swarm github review-init \
--pr 789 \
--agents "performance,database,caching" \
--benchmark \
--profile \
--load-test
```
Example 3: UI Component PR
```bash
Review new component library
npx ruv-swarm github review-init \
--pr 321 \
--agents "accessibility,style,i18n,docs" \
--visual-regression \
--component-tests \
--responsive-check
```
Example 4: Feature Development PR
```bash
Review new feature implementation
gh pr view 456 --json body,labels,files | \
npx ruv-swarm github pr-init 456 \
--topology hierarchical \
--agents "architect,coder,tester,security" \
--auto-assign-tasks
```
Example 5: Bug Fix PR
```bash
Review bug fix with debugging focus
npx ruv-swarm github pr-init 789 \
--topology mesh \
--agents "debugger,analyst,tester" \
--priority high \
--regression-test
```
---
📊 Monitoring & Analytics
Review Dashboard
```bash
Launch real-time review dashboard
npx ruv-swarm github review-dashboard \
--real-time \
--show "agent-activity,issue-trends,fix-rates,coverage"
```
Generate Review Reports
```bash
Create comprehensive review report
npx ruv-swarm github review-report \
--format "markdown" \
--include "summary,details,trends,recommendations" \
--email-stakeholders \
--export-pdf
```
PR Swarm Analytics
```bash
Generate PR-specific analytics
npx ruv-swarm github pr-report 123 \
--metrics "completion-time,agent-efficiency,token-usage,issue-density" \
--format markdown \
--compare-baseline
```
Export to GitHub Insights
```bash
Export metrics to GitHub Insights
npx ruv-swarm github export-metrics \
--pr 123 \
--to-insights \
--dashboard-url
```
---
🔐 Security Considerations
Best Practices
1. Token Permissions: Ensure GitHub tokens have minimal required scopes
2. Command Validation: Validate all PR comments before execution
3. Rate Limiting: Implement rate limits for PR operations
4. Audit Trail: Log all swarm operations for compliance
5. Secret Management: Never expose API keys in PR comments or logs
Security Checklist
- [ ] GitHub token scoped to repository only
- [ ] Webhook signatures verified
- [ ] Command injection protection enabled
- [ ] Rate limiting configured
- [ ] Audit logging enabled
- [ ] Secrets scanning active
- [ ] Branch protection rules enforced
---
📚 Best Practices
1. Review Configuration
- ✅ Define clear review criteria upfront
- ✅ Set appropriate severity thresholds
- ✅ Configure agent specializations for your stack
- ✅ Establish override procedures for emergencies
2. Comment Quality
- ✅ Provide actionable, specific feedback
- ✅ Include code examples with suggestions
- ✅ Reference documentation and best practices
- ✅ Maintain respectful, constructive tone
3. Performance Optimization
- ✅ Cache analysis results to avoid redundant work
- ✅ Use incremental reviews for large PRs
- ✅ Enable parallel agent execution
- ✅ Batch comment operations efficiently
4. PR Templates
```markdown
<!-- .github/pull_request_template.md -->
Swarm Configuration
- Topology: [mesh/hierarchical/ring/star]
- Max Agents: [number]
- Auto-spawn: [yes/no]
- Priority: [high/medium/low]
Tasks for Swarm
- [ ] Task 1 description
- [ ] Task 2 description
- [ ] Task 3 description
Review Focus Areas
- [ ] Security review
- [ ] Performance analysis
- [ ] Architecture validation
- [ ] Accessibility check
```
5. Auto-Merge When Ready
```bash
Auto-merge when swarm completes and passes checks
SWARM_STATUS=$(npx ruv-swarm github pr-status 123)
if [[ "$SWARM_STATUS" == "complete" ]]; then
Check review requirements
REVIEWS=$(gh pr view 123 --json reviews --jq '.reviews | length')
if [[ $REVIEWS -ge 2 ]]; then
Enable auto-merge
gh pr merge 123 --auto --squash
fi
fi
```
---
🔗 Integration with Claude Code
Workflow Pattern
1. Claude Code reads PR diff and context
2. Swarm coordinates review approach based on PR type
3. Agents work in parallel on different review aspects
4. Progress updates posted to PR automatically
5. Final review performed before marking ready
Example: Complete PR Management
```javascript
[Single Message - Parallel Execution]:
// Initialize coordination
mcp__claude-flow__swarm_init { topology: "hierarchical", maxAgents: 5 }
mcp__claude-flow__agent_spawn { type: "reviewer", name: "Senior Reviewer" }
mcp__claude-flow__agent_spawn { type: "tester", name: "QA Engineer" }
mcp__claude-flow__agent_spawn { type: "coordinator", name: "Merge Coordinator" }
// Create and manage PR using gh CLI
Bash("gh pr create --title 'Feature: Add authentication' --base main")
Bash("gh pr view 54 --json files,diff")
Bash("gh pr review 54 --approve --body 'LGTM after automated review'")
// Execute tests and validation
Bash("npm test")
Bash("npm run lint")
Bash("npm run build")
// Track progress
TodoWrite { todos: [
{ content: "Complete code review", status: "completed", activeForm: "Completing code review" },
{ content: "Run test suite", status: "completed", activeForm: "Running test suite" },
{ content: "Validate security", status: "completed", activeForm: "Validating security" },
{ content: "Merge when ready", status: "pending", activeForm: "Merging when ready" }
]}
```
---
🆘 Troubleshooting
Common Issues
<details>
<summary><strong>Issue: Review agents not spawning</strong></summary>
Solution:
```bash
Check swarm status
npx ruv-swarm swarm-status
Verify GitHub CLI authentication
gh auth status
Re-initialize swarm
npx ruv-swarm github review-init --pr 123 --force
```
</details>
<details>
<summary><strong>Issue: Comments not posting to PR</strong></summary>
Solution:
```bash
Verify GitHub token permissions
gh auth status
Check API rate limits
gh api rate_limit
Use batch comment posting
npx ruv-swarm github review-comments --pr 123 --batch
```
</details>
<details>
<summary><strong>Issue: Review taking too long</strong></summary>
Solution:
```bash
Use incremental review for large PRs
npx ruv-swarm github review-init --pr 123 --incremental
Reduce agent count
npx ruv-swarm github review-init --pr 123 --agents "security,style" --max-agents 3
Enable parallel processing
npx ruv-swarm github review-init --pr 123 --parallel --cache-results
```
</details>
---
📖 Additional Resources
Related Skills
github-pr-manager- Comprehensive PR lifecycle managementgithub-workflow-automation- Automate GitHub workflowsswarm-coordination- Advanced swarm orchestration
Documentation
- [GitHub CLI Documentation](https://cli.github.com/manual/)
- [RUV Swarm Guide](https://github.com/ruvnet/ruv-swarm)
- [Claude Flow Integration](https://github.com/ruvnet/claude-flow)
Support
- GitHub Issues: Report bugs and request features
- Community: Join discussions and share experiences
- Examples: Browse example configurations and workflows
---
📄 License
This skill is part of the Claude Code Flow project and is licensed under the MIT License.
---
Last Updated: 2025-10-19
Version: 1.0.0
Maintainer: Claude Code Flow Team
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