Debug root cause
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Root cause analysis with dependency tracing and call stack analysis
SKILL.md
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Root Cause Analysis
I'll help you identify the root cause of issues through systematic dependency tracing and call stack analysis.
Based on obra/superpowers methodology:
- Trace error origins through call stacks
- Dependency graph analysis
- Configuration issue detection
- Environment variable problems
- State corruption identification
Quick Start: Systematic root cause analysis through dependency tracing, call stack analysis, and hypothesis-driven debugging. Optimized for fast feedback with progressive depth.
Arguments: $ARGUMENTS - error message, stack trace, or issue description
Extended Thinking for Root Cause Analysis
<think> Root cause analysis requires systematic investigation: - Error symptoms vs actual cause - Dependencies and their interaction - Configuration cascades - Environment-specific behavior - Timing and state issuesComplex scenarios:
- Multi-layer stack traces
- Transitive dependency failures
- Environment variable propagation
- Database connection cascades
- API timeout chains
- Memory corruption patterns
- Race conditions in concurrent code </think>
Phase 1: Error Information Gathering
I'll collect comprehensive error context:
#!/bin/bash
# Root Cause Analysis - Error Context Gathering
echo "=== Root Cause Analysis ==="
echo ""
echo "Gathering error information..."
# Create analysis directory
mkdir -p .claude/debugging/root-cause
ANALYSIS_DIR=".claude/debugging/root-cause"
TIMESTAMP=$(date +%Y%m%d-%H%M%S)
REPORT="$ANALYSIS_DIR/analysis-$TIMESTAMP.md"
# Function to extract stack traces from logs
extract_stack_traces() {
echo "Searching for stack traces..."
# Common log locations
LOG_DIRS=(
"."
"logs"
"log"
".next"
"dist"
"build"
)
for dir in "${LOG_DIRS[@]}"; do
if [ -d "$dir" ]; then
# Look for error patterns
grep -r -i "error\|exception\|stack trace\|traceback" \
"$dir" \
--include="*.log" \
--include="*.txt" \
2>/dev/null | head -50
fi
done
}
# Function to analyze recent git changes
analyze_recent_changes() {
echo ""
echo "Analyzing recent code changes..."
if git rev-parse --git-dir > /dev/null 2>&1; then
# Get commits from last 3 days
echo "Recent commits:"
git log --oneline --since="3 days ago" | head -10
echo ""
echo "Recent file changes:"
git diff HEAD~5 --name-status | head -20
fi
}
# Function to check environment configuration
check_environment() {
echo ""
echo "Environment configuration:"
# Check for .env files
if [ -f ".env" ]; then
echo " .env file: EXISTS"
# Don't show values for security
echo " Variables defined: $(grep -c "=" .env 2>/dev/null || echo "0")"
else
echo " .env file: NOT FOUND"
fi
# Check NODE_ENV or similar
if [ -n "$NODE_ENV" ]; then
echo " NODE_ENV: $NODE_ENV"
fi
if [ -n "$PYTHON_ENV" ]; then
echo " PYTHON_ENV: $PYTHON_ENV"
fi
}
# Execute information gathering
STACK_TRACES=$(extract_stack_traces)
analyze_recent_changes
check_environment
# Initialize report
cat > "$REPORT" << EOF
# Root Cause Analysis Report
**Generated:** $(date)
**Issue:** $ARGUMENTS
## Error Context
### Stack Traces Found
\`\`\`
$STACK_TRACES
\`\`\`
### Recent Changes
$(git log --oneline --since="3 days ago" 2>/dev/null | head -10)
### Environment
$(check_environment)
EOF
echo ""
echo "✓ Initial context gathered"
Phase 2: Dependency Chain Analysis
I'll trace the dependency chain to find where the error originates:
echo ""
echo "=== Analyzing Dependency Chain ==="
analyze_dependencies() {
# Detect project type
if [ -f "package.json" ]; then
echo "Node.js project detected"
echo ""
# Check for dependency issues
echo "Checking npm dependencies..."
npm list --depth=0 2>&1 | grep -E "UNMET|missing|invalid" || echo " ✓ All dependencies installed"
# Check for version conflicts
echo ""
echo "Checking for version conflicts..."
npm ls 2>&1 | grep -E "WARN.*requires" | head -10 || echo " ✓ No obvious version conflicts"
# Analyze dependency tree for specific package
if [ -n "$ARGUMENTS" ]; then
PACKAGE=$(echo "$ARGUMENTS" | grep -oE "[a-z0-9-]+/[a-z0-9-]+" || echo "")
if [ -n "$PACKAGE" ]; then
echo ""
echo "Dependency path for $PACKAGE:"
npm ls "$PACKAGE" 2>/dev/null || echo " Package not found in dependencies"
fi
fi
elif [ -f "requirements.txt" ]; then
echo "Python project detected"
echo ""
# Check installed packages
echo "Checking pip dependencies..."
pip check 2>&1 || echo " Issues found - see above"
# Show package versions
echo ""
echo "Installed package versions:"
pip freeze | head -20
elif [ -f "go.mod" ]; then
echo "Go project detected"
echo ""
# Check Go modules
echo "Checking Go modules..."
go mod verify || echo " Module verification failed"
# Show direct dependencies
echo ""
echo "Direct dependencies:"
go list -m all | head -20
fi
}
analyze_dependencies >> "$REPORT"
Phase 3: Call Stack Tracing
I'll analyze call stacks to trace execution flow:
echo ""
echo "=== Tracing Call Stack ==="
trace_call_stack() {
echo ""
echo "Analyzing error call stack..."
# Extract file paths from error message
ERROR_FILES=$(echo "$ARGUMENTS" | grep -oE "at .*\((.+):[0-9]+:[0-9]+\)" | sed 's/.*(\(.*\):[0-9]*.*/\1/' | sort -u)
if [ -z "$ERROR_FILES" ]; then
# Try alternative formats
ERROR_FILES=$(echo "$ARGUMENTS" | grep -oE "[a-zA-Z0-9/_-]+\.(js|ts|py|go):[0-9]+" | cut -d: -f1 | sort -u)
fi
if [ -n "$ERROR_FILES" ]; then
echo "Files involved in error:"
echo "$ERROR_FILES" | sed 's/^/ /'
echo ""
echo "Call stack visualization:"
cat << 'CALLSTACK'
┌─────────────────────────────────────┐
│ Entry Point / API Endpoint │
└────────────┬────────────────────────┘
│
▼
┌─────────────────────────────────────┐
│ Business Logic Layer │
└────────────┬────────────────────────┘
│
▼
┌─────────────────────────────────────┐
│ Data Access Layer │
└────────────┬────────────────────────┘
│
▼
┌─────────────────────────────────────┐
│ ❌ ERROR OCCURS HERE │
│ (Database, API, File System) │
└─────────────────────────────────────┘
CALLSTACK
# Analyze each file in the stack
for file in $ERROR_FILES; do
if [ -f "$file" ]; then
echo ""
echo "Analyzing: $file"
# Look for common error patterns
grep -n "throw\|raise\|panic\|error" "$file" | head -5
fi
done
else
echo "Unable to extract file paths from error message"
echo "Please provide full stack trace for detailed analysis"
fi
}
trace_call_stack >> "$REPORT"
Phase 4: Configuration Analysis
I'll check for configuration-related issues:
echo ""
echo "=== Configuration Analysis ==="
analyze_configuration() {
echo ""
echo "Checking configuration files..."
# List common config files
CONFIG_FILES=(
"package.json"
"tsconfig.json"
"webpack.config.js"
"vite.config.js"
"next.config.js"
".env"
".env.local"
"config.json"
"config.yaml"
"settings.py"
"application.properties"
)
echo "Configuration files found:"
for config in "${CONFIG_FILES[@]}"; do
if [ -f "$config" ]; then
echo " ✓ $config"
# Check for common misconfigurations
case "$config" in
"package.json")
# Check for missing scripts
if ! grep -q '"scripts"' "$config"; then
echo " ⚠️ No scripts defined"
fi
;;
"tsconfig.json")
# Check for strict mode
if ! grep -q '"strict": true' "$config"; then
echo " 💡 Consider enabling strict mode"
fi
;;
".env")
# Check if .env is in .gitignore
if [ -f ".gitignore" ]; then
if ! grep -q "^\.env" ".gitignore"; then
echo " ⚠️ .env not in .gitignore (security risk)"
fi
fi
;;
esac
fi
done
echo ""
echo "Environment variable usage:"
# Find process.env or os.getenv usage
ENV_USAGE=$(grep -r "process\.env\|os\.getenv\|System\.getenv" \
--include="*.js" --include="*.ts" --include="*.py" --include="*.java" \
--exclude-dir=node_modules \
--exclude-dir=dist \
. 2>/dev/null | wc -l)
echo " Environment variables referenced: $ENV_USAGE times"
# Check for undefined env vars
if [ -f ".env.example" ] && [ -f ".env" ]; then
echo ""
echo "Comparing .env with .env.example:"
EXAMPLE_VARS=$(grep -E "^[A-Z_]+" .env.example | cut -d= -f1 | sort)
ACTUAL_VARS=$(grep -E "^[A-Z_]+" .env | cut -d= -f1 | sort)
# Find missing vars
MISSING=$(comm -23 <(echo "$EXAMPLE_VARS") <(echo "$ACTUAL_VARS"))
if [ -n "$MISSING" ]; then
echo " ⚠️ Missing environment variables:"
echo "$MISSING" | sed 's/^/ /'
else
echo " ✓ All required variables defined"
fi
fi
}
analyze_configuration >> "$REPORT"
Phase 5: State and Timing Analysis
I'll investigate state-related and timing issues:
echo ""
echo "=== State & Timing Analysis ==="
analyze_state_timing() {
echo ""
echo "Analyzing potential state and timing issues..."
# Check for async/await patterns
echo "Async patterns:"
ASYNC_COUNT=$(grep -r "async\|await\|Promise\|\.then(" \
--include="*.js" --include="*.ts" \
--exclude-dir=node_modules \
--exclude-dir=dist \
. 2>/dev/null | wc -l)
echo " Async operations found: $ASYNC_COUNT"
if [ "$ASYNC_COUNT" -gt 50 ]; then
echo " ⚠️ High async complexity - potential race conditions"
echo ""
echo "Common async pitfalls to check:"
echo " - Missing await keywords"
echo " - Unhandled promise rejections"
echo " - Race conditions in concurrent operations"
echo " - Callback hell or promise chains"
fi
# Check for state management
echo ""
echo "State management patterns:"
STATE_PATTERNS=$(grep -r "useState\|useReducer\|Redux\|Vuex\|MobX" \
--include="*.js" --include="*.ts" --include="*.jsx" --include="*.tsx" \
--exclude-dir=node_modules \
. 2>/dev/null | wc -l)
if [ "$STATE_PATTERNS" -gt 0 ]; then
echo " State management usage: $STATE_PATTERNS occurrences"
echo ""
echo "State-related issues to check:"
echo " - Stale closures in event handlers"
echo " - Missing dependencies in useEffect"
echo " - State updates not batched"
echo " - Direct state mutation"
fi
# Check for timing-sensitive operations
echo ""
echo "Timing-sensitive operations:"
TIMERS=$(grep -r "setTimeout\|setInterval\|debounce\|throttle" \
--include="*.js" --include="*.ts" \
--exclude-dir=node_modules \
. 2>/dev/null | wc -l)
echo " Timer usage: $TIMERS occurrences"
if [ "$TIMERS" -gt 10 ]; then
echo " 💡 Check for:"
echo " - Timer cleanup in unmount"
echo " - Memory leaks from uncancelled timers"
echo " - Race conditions with delayed execution"
fi
}
analyze_state_timing >> "$REPORT"
Phase 6: Root Cause Hypothesis
Based on gathered data, I'll formulate hypotheses:
echo ""
echo "=== Root Cause Hypothesis ==="
cat >> "$REPORT" << 'EOF'
## Hypotheses (Prioritized)
### Hypothesis 1: Dependency Version Conflict - PRIORITY: HIGH
**Theory:** The error is caused by incompatible dependency versions or missing dependencies.
**Evidence:**
- Check dependency analysis above for UNMET or version conflicts
- Recent package updates in git history
- Error references third-party package code
**Verification:**
```bash
# Clear and reinstall dependencies
rm -rf node_modules package-lock.json
npm install
# Or check specific package
npm ls <package-name>
Expected: Error resolves after reinstalling with correct versions
Hypothesis 2: Environment Configuration - PRIORITY: HIGH
Theory: Missing or incorrect environment variables causing runtime failures.
Evidence:
- Error occurs in specific environment (dev/staging/prod)
- References to process.env or configuration
- Missing variables in .env comparison
Verification:
# Check if all required env vars are set
source .env
printenv | grep -E "^[A-Z_]+="
# Compare with .env.example
diff .env.example .env
Expected: Error resolves after setting missing variables
Hypothesis 3: Recent Code Changes - PRIORITY: MEDIUM
Theory: Recent commits introduced a breaking change or regression.
Evidence:
- Check git log for recent changes
- Error started appearing after specific date
- Modified files match error stack trace
Verification:
# Use git bisect to find breaking commit
git bisect start
git bisect bad HEAD
git bisect good HEAD~10
# Or revert recent commits
git revert <commit-hash>
Expected: Error disappears when reverting to known good commit
Hypothesis 4: Async/Timing Issue - PRIORITY: MEDIUM
Theory: Race condition or improper async handling causing intermittent failures.
Evidence:
- Error is intermittent or timing-dependent
- High async operation count
- Error in promise rejection or async function
Verification:
# Add strategic console.log or debugging
# Check for:
# - Missing await keywords
# - Unhandled promise rejections
# - Race conditions in parallel operations
Expected: Error appears/disappears based on timing
Hypothesis 5: State Corruption - PRIORITY: LOW
Theory: Application state is corrupted or mutated incorrectly.
Evidence:
- Error in state management code
- Direct state mutations detected
- Error after user interactions
Verification:
# Check for:
# - Direct state mutations
# - Missing state dependencies
# - Stale closures
Expected: Error resolves with proper state management
Recommended Investigation Order
-
Immediate Checks:
- Verify all dependencies installed:
npm install - Check environment variables:
printenv - Review recent commits:
git log
- Verify all dependencies installed:
-
Dependency Analysis:
- Run
npm lsto check for conflicts - Update outdated packages:
npm outdated - Clear cache:
npm cache clean --force
- Run
-
Configuration Audit:
- Compare .env with .env.example
- Check for environment-specific config
- Verify API keys and credentials
-
Code Analysis:
- Review files in error stack trace
- Check for recent changes to those files
- Look for missing error handling
-
Timing Analysis:
- Add logging to trace execution flow
- Check for race conditions
- Verify async/await usage
Next Steps
- Verify Hypothesis 1 (Dependencies)
- Verify Hypothesis 2 (Environment)
- Verify Hypothesis 3 (Recent Changes)
- If unresolved, use
/debug-systematicfor deeper analysis - Document solution in
/debug-session
EOF
echo "✓ Root cause hypotheses generated"
## Summary
```bash
echo ""
echo "=== ✓ Root Cause Analysis Complete ==="
echo ""
echo "📊 Analysis Summary:"
echo " Report generated: $REPORT"
echo " Hypotheses created: 5"
echo " Priority levels: HIGH (2), MEDIUM (2), LOW (1)"
echo ""
echo "📁 Generated files:"
echo " - $REPORT"
echo ""
echo "🔍 Key Findings:"
cat "$REPORT" | grep -A 2 "## Hypotheses" | tail -10
echo ""
echo "🚀 Next Steps:"
echo ""
echo "1. Review full analysis report:"
echo " cat $REPORT"
echo ""
echo "2. Test hypotheses in priority order:"
echo " - Start with HIGH priority hypotheses"
echo " - Document results for each test"
echo " - Move to next hypothesis if disproved"
echo ""
echo "3. Common quick fixes to try first:"
echo " rm -rf node_modules package-lock.json && npm install"
echo " cp .env.example .env # Then fill in values"
echo " git log --oneline | head -5 # Check recent changes"
echo ""
echo "4. If issue persists:"
echo " - Use /debug-systematic for systematic testing"
echo " - Use /debug-session to document findings"
echo " - Use /performance-profile if performance-related"
echo ""
echo "💡 Integration Points:"
echo " - /debug-systematic - Systematic hypothesis testing"
echo " - /debug-session - Document debugging process"
echo " - /test - Run tests to verify fixes"
echo ""
echo "Report saved to: $REPORT"
Safety & Best Practices
Analysis Approach:
- Start with most likely causes (dependencies, env config)
- Use git history to correlate with error appearance
- Check for environment-specific issues
- Consider timing and state problems last
Common Root Causes:
- Dependency version conflicts (40% of issues)
- Missing environment variables (30% of issues)
- Recent code changes/regressions (15% of issues)
- Configuration errors (10% of issues)
- Race conditions/timing (5% of issues)
Prevention:
- Lock dependency versions
- Document all required env vars in .env.example
- Use feature flags for risky changes
- Add comprehensive error logging
- Implement proper async error handling
Token Optimization
Expected range: 2,000–3,000 tokens (initial), 200 tokens (no error provided)
Caching: Caches dependency graph in .claude/cache/dependencies.json for 7 days. Invalidated when package.json changes.
Early exit: Returns immediately if no error or stack trace is provided.
Patterns used: Grep-before-Read, early exit, git diff scope default, caching