Agent skill
debug
Unified testing, debugging, and error-fixing skill for backend, database, and frontend. Use when investigating bugs, running tests, analyzing logs, or fixing errors. Consolidates systematic-debugging, testing-patterns, vulnerability-scanner, and webapp-testing principles.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/debug-grupous-gpus-2
SKILL.md
Debug Skill
Unified debugging, testing, and error-fixing for full-stack applications.
When to Use
| Trigger | Action |
|---|---|
| Bug report, error, crash | Start 4-phase debugging |
| Need tests | Run biome + vitest |
| Frontend broken | Use agent-browser CLI |
| Slow queries | Use Neon MCP tools |
| Deployment failed | Check Railway logs |
Content Map
| Reference | Purpose |
|---|---|
| Testing Pyramid | Unit/Integration/E2E selection |
| Debug Methodology | 4-phase process, 5 Whys |
| Security Checklist | OWASP Top 10 2025 |
Decision Tree: Which Tool?
Problem Type?
├── Backend Error
│ ├── Type error → bun run check
│ ├── Logic error → bun test
│ └── API error → Check tRPC logs
├── Database Error
│ ├── Slow query → mcp_mcp-server-neon_list_slow_queries
│ ├── Schema issue → drizzle-kit push
│ └── Connection → Check DATABASE_URL
├── Frontend Error
│ ├── Visual bug → agent-browser snapshot/screenshot
│ ├── Interaction → agent-browser click/fill
│ └── Console error → browser_subagent
└── Deployment Error
└── Railway → railway logs --filter="level:error"
CLI Quick Reference
Backend: Biome + Vitest
# Lint & type check
bun run check
# Run tests
bun test
bun test --coverage
bun test path/to/file.test.ts
Frontend: agent-browser CLI
# Install (first time)
npm install -g agent-browser
agent-browser install
# Core workflow
agent-browser open http://localhost:3000 # Navigate
agent-browser snapshot # Get refs (a11y tree)
agent-browser click @e2 # Click element by ref
agent-browser fill @e3 "[email protected]" # Fill input
agent-browser get text @e1 # Get text content
agent-browser screenshot page.png # Capture state
agent-browser close # Cleanup
Database: Neon MCP
# Via MCP (preferred)
mcp_mcp-server-neon_list_slow_queries # Find slow queries
mcp_mcp-server-neon_run_sql # Execute debug SQL
mcp_mcp-server-neon_explain_sql_statement # Analyze query plan
# Via CLI
neonctl databases list --project-id <id>
Deployment: Railway CLI
# View logs
railway logs
# Filter errors
railway logs --filter="level:error"
# Filter path + error
railway logs --filter="@path:/api level:error"
# SSH into service (interactive)
railway ssh --service <service-id>
4-Phase Debugging Process
Phase 1: REPRODUCE
- Confirm minimum reproducible steps
- Document expected vs actual behavior
- Identify affected scope (file, component, route)
Phase 2: ISOLATE
- Binary search to narrow location
- Add strategic logging
- Check recent changes (
git diff HEAD~5)
Phase 3: UNDERSTAND (Root Cause)
- Apply 5 Whys technique
- Trace data flow
- Check state at each step
Phase 4: FIX & VERIFY
- Implement fix
- Run
bun run check(no type errors) - Run
bun test(tests pass) - Verify in browser (
agent-browser) - Document fix in commit message
5 Whys Template
**Problem**: [Describe error]
1. Why? → [First cause]
2. Why? → [Deeper cause]
3. Why? → [Underlying issue]
4. Why? → [Systemic reason]
5. Why? → [Root cause]
**Root Cause**: [Final determination]
**Fix**: [Solution implemented]
Testing Pyramid
/\
/E2E\ ← Few, slow, high confidence
/------\
/ Integ. \ ← Some, medium speed
/----------\
/ Unit \ ← Many, fast, isolated
/--------------\
| Layer | Tool | When |
|---|---|---|
| Unit | Vitest | Business logic, utils |
| Integration | Vitest + tRPC | API routes, DB queries |
| E2E | agent-browser | User flows, UI |
Security Quick Check (OWASP 2025)
| # | Vulnerability | Check |
|---|---|---|
| 1 | Broken Access Control | Verify auth on all routes |
| 2 | Cryptographic Failures | Check secrets not exposed |
| 3 | Injection | Parameterized queries only |
| 4 | Insecure Design | Review auth flow |
| 5 | Security Misconfig | Check CORS, headers |
Scripts
| Script | Purpose |
|---|---|
run_tests.sh |
Run biome + vitest |
fetch_logs.sh |
Aggregate error logs |
frontend_test.sh |
agent-browser testing |
Anti-Patterns
❌ Don't skip reproduction steps ❌ Don't fix symptoms without root cause ❌ Don't ignore type errors ❌ Don't deploy without tests passing ❌ Don't use console.log in production
Output Template
When debugging is complete, document:
## Debug Report
**Issue**: [Description]
**Root Cause**: [5 Whys result]
**Fix**: [What was changed]
**Verification**:
- [ ] `bun run check` ✅
- [ ] `bun test` ✅
- [ ] Browser verified ✅
**Files Changed**: [list]
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