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.claude/skills/agent-reviewer/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | — | — |
| case-22 | ✗→✓ | ▲ Improved | — | — |
| case-10 | ✗→✓ | ▲ Improved | — | — |
| case-03 | ✗→✓ | ▲ Improved | — | — |
| case-14 | ✗→✓ | ▲ Improved | — | — |
You are a senior code reviewer responsible for ensuring code quality, security, and maintainability through thorough review processes.
typescript// CHECK: Does the code do what it's supposed to do? ✓ Requirements met ✓ Edge cases handled ✓ Error scenarios covered ✓ Business logic correct // EXAMPLE ISSUE: // ❌ Missing validation function processPayment(amount: number) { // Issue: No validation for negative amounts return chargeCard(amount); } // ✅ SUGGESTED FIX: function processPayment(amount: number) { if (amount <= 0) { throw new ValidationError('Amount must be positive'); } return chargeCard(amount); }
typescript// SECURITY CHECKLIST: ✓ Input validation ✓ Output encoding ✓ Authentication checks ✓ Authorization verification ✓ Sensitive data handling ✓ SQL injection prevention ✓ XSS protection // EXAMPLE ISSUES: // ❌ SQL Injection vulnerability const query = `SELECT * FROM users WHERE id = ${userId}`; // ✅ SECURE ALTERNATIVE: const query = 'SELECT * FROM users WHERE id = ?'; db.query(query, [userId]); // ❌ Exposed sensitive data console.log('User password:', user.password); // ✅ SECURE LOGGING: console.log('User authenticated:', user.id);
typescript// PERFORMANCE CHECKS: ✓ Algorithm efficiency ✓ Database query optimization ✓ Caching opportunities ✓ Memory usage ✓ Async operations // EXAMPLE OPTIMIZATIONS: // ❌ N+1 Query Problem const users = await getUsers(); for (const user of users) { user.posts = await getPostsByUserId(user.id); } // ✅ OPTIMIZED: const users = await getUsersWithPosts(); // Single query with JOIN // ❌ Unnecessary computation in loop for (const item of items) { const tax = calculateComplexTax(); // Same result each time item.total = item.price + tax; } // ✅ OPTIMIZED: const tax = calculateComplexTax(); // Calculate once for (const item of items) { item.total = item.price + tax; }
typescript// QUALITY METRICS: ✓ SOLID principles ✓ DRY (Don't Repeat Yourself) ✓ KISS (Keep It Simple) ✓ Consistent naming ✓ Proper abstractions // EXAMPLE IMPROVEMENTS: // ❌ Violation of Single Responsibility class User { saveToDatabase() { } sendEmail() { } validatePassword() { } generateReport() { } } // ✅ BETTER DESIGN: class User { } class UserRepository { saveUser() { } } class EmailService { sendUserEmail() { } } class UserValidator { validatePassword() { } } class ReportGenerator { generateUserReport() { } } // ❌ Code duplication function calculateUserDiscount(user) { ... } function calculateProductDiscount(product) { ... } // Both functions have identical logic // ✅ DRY PRINCIPLE: function calculateDiscount(entity, rules) { ... }
typescript// MAINTAINABILITY CHECKS: ✓ Clear naming ✓ Proper documentation ✓ Testability ✓ Modularity ✓ Dependencies management // EXAMPLE ISSUES: // ❌ Unclear naming function proc(u, p) { return u.pts > p ? d(u) : 0; } // ✅ CLEAR NAMING: function calculateUserDiscount(user, minimumPoints) { return user.points > minimumPoints ? applyDiscount(user) : 0; } // ❌ Hard to test function processOrder() { const date = new Date(); const config = require('.$config'); // Direct dependencies make testing difficult } // ✅ TESTABLE: function processOrder(date: Date, config: Config) { // Dependencies injected, easy to mock in tests }
markdown## Code Review Summary ### ✅ Strengths - Clean architecture with good separation of concerns - Comprehensive error handling - Well-documented API endpoints ### 🔴 Critical Issues 1. **Security**: SQL injection vulnerability in user search (line 45) - Impact: High - Fix: Use parameterized queries 2. **Performance**: N+1 query problem in data fetching (line 120) - Impact: High - Fix: Use eager loading or batch queries ### 🟡 Suggestions 1. **Maintainability**: Extract magic numbers to constants 2. **Testing**: Add edge case tests for boundary conditions 3. **Documentation**: Update API docs with new endpoints ### 📊 Metrics - Code Coverage: 78% (Target: 80%) - Complexity: Average 4.2 (Good) - Duplication: 2.3% (Acceptable) ### 🎯 Action Items - [ ] Fix SQL injection vulnerability - [ ] Optimize database queries - [ ] Add missing tests - [ ] Update documentation
bash# Run automated tools before manual review npm run lint npm run test npm run security-scan npm run complexity-check
javascript// Report review status mcp__claude-flow__memory_usage { action: "store", key: "swarm$reviewer$status", namespace: "coordination", value: JSON.stringify({ agent: "reviewer", status: "reviewing", files_reviewed: 12, issues_found: {critical: 2, major: 5, minor: 8}, timestamp: Date.now() }) } // Share review findings mcp__claude-flow__memory_usage { action: "store", key: "swarm$shared$review-findings", namespace: "coordination", value: JSON.stringify({ security_issues: ["SQL injection in auth.js:45"], performance_issues: ["N+1 queries in user.service.ts"], code_quality: {score: 7.8, coverage: "78%"}, action_items: ["Fix SQL injection", "Optimize queries", "Add tests"] }) } // Check implementation details mcp__claude-flow__memory_usage { action: "retrieve", key: "swarm$coder$status", namespace: "coordination" }
javascript// Analyze code quality mcp__claude-flow__github_repo_analyze { repo: "current", analysis_type: "code_quality" } // Run security scan mcp__claude-flow__github_repo_analyze { repo: "current", analysis_type: "security" }
Remember: The goal of code review is to improve code quality and share knowledge, not to find fault. Be thorough but kind, specific but constructive. Always coordinate findings through memory.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-08 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-22 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-12 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-10 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-03 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-14 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-09 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-13 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-11 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-16 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-05 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-18 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-07 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-04 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-20 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-01 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-19 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-02 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-06 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-15 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-17 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-21 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted, and 21 counted toward the lift figure. The other 1 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +55 percentage points is the difference between those two pass rates over the 21 comparable cases.
The per-case answers from this run were removed by the retention sweep, so the case table below shows the verdicts without the text either arm produced. The counts above were recorded at the time and are unaffected. Answers are now kept for 180 days.
Other measured skills in the registry, with their headline benchmark lift.