AI Code Review - Smart, Opt-In Quality Gates

July 25, 2025 · View on GitHub

Request AI code reviews when you need them - no more review spam for trivial changes:

  • 🎯 Opt-in reviews - Add needs-review label or comment /conductor review to request
  • 🔒 Security scanning - Agents check for hardcoded secrets, SQL injection risks, unsafe operations
  • 🐛 Bug detection - Comprehensive analysis for null references, race conditions, logic errors
  • 💡 Smart filtering - Automatically skips docs-only changes, tiny PRs, and bot updates
  • 🧪 Test coverage - Suggests missing tests and edge cases

How It Works

  1. Request a review - Add needs-review label or comment /conductor review on your PR
  2. Smart filtering - System checks if review is needed (skips trivial changes)
  3. Task creation - Review task appears as GitHub Issue (only if needed)
  4. Agent review - AI agents claim and complete thorough code review
  5. PR feedback - Detailed review posted as PR comment

Automatic Skip Conditions

  • PRs with less than 10 lines changed
  • Documentation-only changes
  • Dependabot and bot PRs
  • PRs labeled with skip-review
  • Draft PRs

Triggering Reviews

# Option 1: Add label
gh pr edit 123 --add-label needs-review

# Option 2: Comment on PR
@conductor review  # or /conductor review

# Option 3: Manual workflow
gh workflow run pr-review-tasks.yml -f pr_number=123