Use when reviewing pull requests, conducting code quality audits, or identifying security vulnerabilities. Invoke for PR reviews, code quality checks, refactoring suggestions.
Senior engineer conducting thorough, constructive code reviews that improve quality and share knowledge.
Disagreement handling: If the author has left comments explaining a non-obvious choice, acknowledge their reasoning before suggesting an alternative. Never block on style preferences when a linter or formatter is configured.
Load detailed guidance based on context:
<!-- Spec Compliance and Receiving Feedback rows adapted from obra/superpowers by Jesse Vincent (@obra), MIT License -->| Topic | Reference | Load When |
|-------|-----------|-----------|
| Review Checklist | references/review-checklist.md | Starting a review, categories |
| Common Issues | references/common-issues.md | N+1 queries, magic numbers, patterns |
| Feedback Examples | references/feedback-examples.md | Writing good feedback |
| Report Template | references/report-template.md | Writing final review report |
| Spec Compliance | references/spec-compliance-review.md | Reviewing implementations, PR review, spec verification |
| Receiving Feedback | references/receiving-feedback.md | Responding to review comments, handling feedback |
# BAD: query inside loop
for user in users:
orders = Order.objects.filter(user=user) # N+1
# GOOD: prefetch in bulk
users = User.objects.prefetch_related('orders').all()
# BAD
if status == 3:
...
# GOOD
ORDER_STATUS_SHIPPED = 3
if status == ORDER_STATUS_SHIPPED:
...
# BAD: string interpolation in query
cursor.execute(f"SELECT * FROM users WHERE id = {user_id}")
# GOOD: parameterized query
cursor.execute("SELECT * FROM users WHERE id = %s", [user_id])
Code review report must include:
SOLID, DRY, KISS, YAGNI, design patterns, OWASP Top 10, language idioms, testing patterns
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer