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Get Started Free →Systematic error diagnosis and resolution using first-principle analysis. Use when encountering any error message, stack trace, or unexpected behavior. Supports replay functionality to record and reuse solutions.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 67% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 90% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 63% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 66% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 196% | 0% |
A first-principle approach to diagnosing and resolving errors across all languages and frameworks.
The 5-step Error Resolution Process:
1. CLASSIFY -> 2. PARSE -> 3. MATCH -> 4. ANALYZE -> 5. RESOLVE
| | | | |
What type? Extract key Known Root cause Fix +
information pattern? analysis PreventWhen you encounter an error:
| Category | Indicators | Common Causes | |----------|------------|---------------| | Syntax | Parse error, Unexpected token | Typos, missing brackets, invalid syntax | | Type | TypeError, type mismatch | Wrong data type, null/undefined access | | Reference | ReferenceError, NameError | Undefined variable, scope issues | | Runtime | RuntimeError, Exception | Logic errors, invalid operations | | Network | ECONNREFUSED, timeout, 4xx/5xx | Connection issues, wrong URL, server down | | Permission | EACCES, PermissionError | File/directory access, sudo needed | | Dependency | ModuleNotFound, Cannot find module | Missing package, version mismatch | | Configuration | Config error, env missing | Wrong settings, missing env vars | | Database | Connection refused, query error | DB down, wrong credentials, bad query | | Memory | OOM, heap out of memory | Memory leak, large data processing |
Identify the error category by examining:
ENOENT, TypeError)Extract key information:
- Error code: [specific code if any]
- File path: [where the error originated]
- Line number: [exact line if available]
- Function/method: [context of the error]
- Variable/value: [what was involved]
- Stack trace depth: [how deep is the call stack]Check against known error patterns:
patterns/ directory for language-specific patternsApply the 5 Whys technique:
Error: Cannot read property 'name' of undefined
Why 1? -> user object is undefined
Why 2? -> API call returned null
Why 3? -> User ID doesn't exist in database
Why 4? -> ID was from stale cache
Why 5? -> Cache invalidation not implemented
Root Cause: Missing cache invalidation logicGenerate actionable solution:
When resolving an error, provide:
## Error Diagnosis
**Classification**: [Category] / [Severity] / [Scope]
**Error Signature**:
- Code: [error code]
- Type: [error type]
- Location: [file:line]
## Root Cause
[Explanation of why this error occurred]
**Contributing Factors**:
1. [Factor 1]
2. [Factor 2]
## Solution
### Immediate Fix
[Quick steps to resolve]
### Code Change
[Specific code to add/modify]
### Verification
[How to verify the fix works]
## Prevention
[How to prevent this error in the future]
## Replay Tag
[Unique identifier for this solution - for future reference]The replay system records successful solutions for future reference.
After resolving an error, record it:
bash# Create solution record in project mkdir -p .claude/error-solutions # Solution file format: [error-type]-[hash].yaml
yaml# .claude/error-solutions/[error-signature].yaml id: "nodejs-module-not-found-express" created: "2024-01-15T10:30:00Z" updated: "2024-01-20T14:22:00Z" error: type: "dependency" category: "ModuleNotFound" language: "nodejs" pattern: "Cannot find module 'express'" context: "npm project, missing dependency" diagnosis: root_cause: "Package not installed or node_modules corrupted" factors: - "Missing npm install after git clone" - "Corrupted node_modules directory" - "Package not in package.json" solution: immediate: - "Run: npm install express" proper: - "Check package.json has express listed" - "Run: rm -rf node_modules && npm install" code_change: null verification: - "Run the application again" - "Check express is in node_modules" prevention: - "Add npm install to project setup docs" - "Use npm ci in CI/CD pipelines" metadata: occurrences: 5 last_resolved: "2024-01-20T14:22:00Z" success_rate: 1.0 tags: ["nodejs", "npm", "dependency"]
When encountering an error:
.claude/error-solutions/ for matching patternssignature = hash(
error_type +
error_code +
normalized_message + # remove specific values
language +
framework
)Example transformations:
Cannot find module 'express' -> Cannot find module '{module}'TypeError: Cannot read property 'name' of undefined -> TypeError: Cannot read property '{prop}' of undefinedUseful commands during debugging:
bash# Verbose error output NODE_DEBUG=* node app.js # Memory debugging node --inspect app.js # Check installed packages npm ls [package-name] # Verify package.json npm ls --depth=0
bash# Debug mode python -m pdb script.py # Check installed packages pip show [package-name] pip list
bash# Check file permissions ls -la [file] # Check port usage lsof -i :[port] netstat -an | grep [port] # Check environment variables env | grep [VAR_NAME] printenv [VAR_NAME] # Check disk space df -h # Check memory free -m # Linux vm_stat # macOS
When the error location is unclear:
Create the smallest code that reproduces the error:
Explain the problem out loud (or to Claude):
Find which commit introduced the bug:
bashgit bisect start git bisect bad # current commit is bad git bisect good [last-known-good-commit] # Git will checkout commits for you to test git bisect good/bad # mark each as good or bad git bisect reset # when done
nodejs.md - Node.js common errorspython.md - Python common errorsreact.md - React/Next.js errorsdatabase.md - Database errorsdocker.md - Docker/container errorsgit.md - Git errorsnetwork.md - Network/API errorsstack-trace.md - Stack trace parsing guideroot-cause.md - Root cause analysis techniquessolution-template.yaml - Template for recording solutionsOther measured skills in the registry, with their headline benchmark lift.