Project Overview

Build a code review assistant that automatically reviews PRs, manages issues, and provides code quality feedback using OpenClaw and GitHub integration.

Step 1: GitHub MCP Configuration

// config.js
{
  mcp: {
    servers: [{
      name: 'github',
      type: 'stdio',
      command: 'npx',
      args: ['@mcp-servers/github'],
      env: {
        GITHUB_TOKEN: process.env.GITHUB_TOKEN
      }
    }]
  }
}

Step 2: PR Review Workflow

# GitHub Workflow (AGENTS.md)

## Pull Request Review
1. Fetch PR diff and metadata
2. Analyze changes for:
   - Code style consistency
   - Potential bugs or issues
   - Test coverage implications
   - Security concerns
3. Generate structured review
4. Post as PR comment

## Review Format
- Summary of changes
- Potential issues (critical/warning/suggestion)
- Recommended improvements
- Approval recommendation

Step 3: Automated PR Review

// Trigger: "Review PR #123"

const pr = await github.getPullRequest({
  owner: 'user',
  repo: 'project',
  number: 123
});

const diff = await github.getPullRequestDiff({ ... });

// Analyze with LLM
const review = await analyzePRDiff(diff, pr);

// Post review
await github.createPullRequestReview({
  owner: 'user',
  repo: 'project',
  number: 123,
  body: review.summary,
  comments: review.lineComments,
  event: review.shouldApprove ? 'APPROVE' : 'REQUEST_CHANGES'
});

Step 4: Issue Management

// "Summarize open issues"

const issues = await github.listIssues({
  owner: 'user',
  repo: 'project',
  state: 'open'
});

const summary = categorizeIssues(issues);

// Response format
"📋 Open Issues Summary:
- 🐛 Bugs (8): 3 critical, 5 normal
- ✨ Features (12): 4 in progress
- 📝 Docs (3): All low priority

Top priority: Issue #45 - Login failure"

Step 5: CI/CD Integration

// Monitor workflow runs
const workflows = await github.listWorkflowRuns({
  owner: 'user',
  repo: 'project',
  status: 'failure'
});

// Alert on failures
if (workflows.length > 0) {
  const report = analyzeFailures(workflows);
  notify(`🔴 ${workflows.length} workflow failures`);
}

Best Practices

Use fine-grained GitHub tokens with minimal permissions
Require human approval for merges
Log all automated actions
Set rate limits to avoid API throttling

Conclusion

Your OpenClaw agent can now assist with code reviews, reducing review time while maintaining code quality standards.