public/SKILLS/Development & Code Tools/code-reviewer/SKILL.md
Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure deserialization), code smells, N+1 queries, naming issues, and architectural concerns, then produces a structured review report with prioritized, actionable feedback. Use when reviewing pull requests, conducting code quality audits, identifying refactoring opportunities, or checking for security issues. Invoke for PR reviews, code quality checks, refactoring suggestions, review code, code quality. Complements specialized skills (security-reviewer, test-master) by providing broad-scope review across correctness, performance, maintainability, and test coverage in a single pass.
npx skillsauth add eric861129/skills_all-in-one code-reviewerInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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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
development
Run structured What-If scenario analysis with multi-branch possibility exploration. Use this skill when the user asks speculative questions like "what if...", "what would happen if...", "what are the possibilities", "explore scenarios", "scenario analysis", "possibility space", "what could go wrong", "best case / worst case", "risk analysis", "contingency planning", "strategic options", or any question about uncertain futures. Also trigger when the user faces a fork-in-the-road decision, wants to stress-test an idea, or needs to think through consequences before committing.
development
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
development
Use when challenging ideas, plans, decisions, or proposals using structured critical reasoning. Invoke to play devil's advocate, run a pre-mortem, red team, or audit evidence and assumptions.
tools
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.