230 lines
7.6 KiB
Markdown
230 lines
7.6 KiB
Markdown
# Smart Build Context Analysis
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Lightweight build error investigation with intelligent escalation to comprehensive analysis when complexity detected.
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[[LLM: This smart analysis uses 200-500 tokens for simple issues vs 1500-2500+ tokens for full build context analysis]]
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## Smart Analysis Process
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### 1. **Quick Build Error Assessment** (200-300 tokens)
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```bash
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# Rapid build error classification and complexity assessment
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STORY_FILE="$1"
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PROJECT_DIR="."
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echo "🔍 Smart Build Context Analysis"
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# Auto-initialize language environment if needed
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if [ -z "$BMAD_PRIMARY_LANGUAGE" ]; then
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Read tool: bmad-core/tasks/auto-language-init.md
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fi
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echo "🔍 Smart Build Context Analysis ($BMAD_PRIMARY_LANGUAGE)"
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# Language-adaptive build and error analysis
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BUILD_OUTPUT=$($BMAD_BUILD_COMMAND 2>&1)
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BUILD_EXIT_CODE=$?
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if [ $BUILD_EXIT_CODE -eq 0 ]; then
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echo "✅ Build successful - no context analysis needed"
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exit 0
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fi
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# Language-specific error counting
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TOTAL_ERRORS=$(echo "$BUILD_OUTPUT" | grep -c -E "$BMAD_ERROR_PATTERNS")
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SYNTAX_ERRORS=$(echo "$BUILD_OUTPUT" | grep -c -i "syntax\|parse")
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TYPE_ERRORS=$(echo "$BUILD_OUTPUT" | grep -c -i "undefined\|not found\|cannot find")
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INTERFACE_ERRORS=$(echo "$BUILD_OUTPUT" | grep -c -i "interface\|implementation\|abstract")
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echo "📊 Build Error Summary:"
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echo "Total Errors: $TOTAL_ERRORS"
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echo "Syntax Errors: $SYNTAX_ERRORS"
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echo "Type/Reference Errors: $TYPE_ERRORS"
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echo "Interface/Implementation Errors: $INTERFACE_ERRORS"
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# Calculate complexity score
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COMPLEXITY_SCORE=0
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if [ $TOTAL_ERRORS -gt 20 ]; then COMPLEXITY_SCORE=$((COMPLEXITY_SCORE + 30)); fi
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if [ $INTERFACE_ERRORS -gt 5 ]; then COMPLEXITY_SCORE=$((COMPLEXITY_SCORE + 25)); fi
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if [ $TYPE_ERRORS -gt 10 ]; then COMPLEXITY_SCORE=$((COMPLEXITY_SCORE + 20)); fi
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if [ $SYNTAX_ERRORS -gt 5 ]; then COMPLEXITY_SCORE=$((COMPLEXITY_SCORE + 15)); fi
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echo "🎯 Complexity Score: $COMPLEXITY_SCORE/100"
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```
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### 2. **Smart Decision Logic** (50-100 tokens)
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```bash
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# Intelligent routing based on complexity
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if [ $COMPLEXITY_SCORE -lt 30 ]; then
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echo "🚀 SIMPLE - Using lightweight fix suggestions"
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provide_quick_build_fixes
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echo "💡 Tokens saved: ~2000 (avoided comprehensive analysis)"
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exit 0
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elif [ $COMPLEXITY_SCORE -lt 60 ]; then
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echo "⚖️ MODERATE - Using targeted analysis"
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provide_targeted_context_analysis
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echo "💡 Tokens used: ~800 (focused analysis)"
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exit 0
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else
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echo "🔄 COMPLEX - Escalating to comprehensive build context analysis"
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Read tool: bmad-core/tasks/build-context-analysis.md
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exit $?
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fi
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```
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### 3. **Quick Build Fixes** (200-300 tokens)
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```bash
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provide_quick_build_fixes() {
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echo "🔧 Quick Build Fix Suggestions:"
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# Common syntax fixes
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if [ $SYNTAX_ERRORS -gt 0 ]; then
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echo "📝 Syntax Issues Detected:"
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echo "• Check for missing semicolons, braces, or parentheses"
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echo "• Verify method/class declarations are properly closed"
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echo "• Look for unmatched brackets in recent changes"
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fi
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# Missing references
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if [ $TYPE_ERRORS -gt 0 ]; then
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echo "📦 Missing Reference Issues:"
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echo "• Add missing using statements"
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echo "• Verify NuGet packages are installed"
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echo "• Check if types were moved to different namespaces"
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fi
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# Simple interface mismatches
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if [ $INTERFACE_ERRORS -gt 0 ] && [ $INTERFACE_ERRORS -lt 5 ]; then
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echo "🔌 Interface Implementation Issues:"
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echo "• Implement missing interface members"
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echo "• Check method signatures match interface contracts"
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echo "• Verify async/sync patterns are consistent"
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fi
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echo ""
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echo "⏱️ Estimated fix time: 10-20 minutes"
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echo "🎯 Focus on most recent file changes first"
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}
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```
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### 4. **Targeted Context Analysis** (400-600 tokens)
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```bash
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provide_targeted_context_analysis() {
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echo "🎯 Targeted Build Context Analysis:"
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# Focus on most problematic files
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PROBLEM_FILES=$(echo "$BUILD_OUTPUT" | grep "error " | cut -d'(' -f1 | sort | uniq -c | sort -nr | head -5)
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echo "📁 Most Problematic Files:"
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echo "$PROBLEM_FILES"
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# Quick git history for problem files
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echo "🕰️ Recent Changes to Problem Files:"
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echo "$PROBLEM_FILES" | while read count file; do
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if [ -f "$file" ]; then
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LAST_CHANGE=$(git log -1 --format="%h %s" -- "$file" 2>/dev/null || echo "No git history")
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echo "• $file: $LAST_CHANGE"
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fi
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done
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# Check for interface evolution patterns
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if [ $INTERFACE_ERRORS -gt 0 ]; then
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echo "🔍 Interface Evolution Check:"
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INTERFACE_CHANGES=$(git log --oneline -10 --grep="interface\|API\|contract" 2>/dev/null | head -3)
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if [ -n "$INTERFACE_CHANGES" ]; then
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echo "$INTERFACE_CHANGES"
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echo "💡 Recent interface changes detected - may need implementation updates"
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fi
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fi
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echo ""
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echo "🔧 Targeted Fix Strategy:"
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echo "1. Focus on files with highest error counts first"
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echo "2. Check recent git changes for context"
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echo "3. Update interface implementations before complex logic"
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echo "4. Test incrementally after each file fix"
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}
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```
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## Escalation Triggers
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### **When to Use Comprehensive Analysis**
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- Complexity score ≥ 60
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- Interface errors > 10
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- Total errors > 50
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- User explicitly requests via `*build-context --full`
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- Previous quick fixes failed
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### **Escalation Logic** (50 tokens)
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```bash
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# Smart escalation with context preservation
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escalate_to_comprehensive() {
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echo "📋 Preserving quick analysis results for comprehensive audit..."
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echo "Complexity Score: $COMPLEXITY_SCORE" > tmp/build-context-quick.txt
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echo "Error Counts: Total=$TOTAL_ERRORS, Interface=$INTERFACE_ERRORS" >> tmp/build-context-quick.txt
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echo "Problem Files: $PROBLEM_FILES" >> tmp/build-context-quick.txt
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echo "🔄 Executing comprehensive build context analysis..."
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Read tool: bmad-core/tasks/build-context-analysis.md
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}
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```
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## Integration with Development Workflow
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### **Dev Agent Integration**
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```bash
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# Replace direct build-context-analysis.md calls with smart analysis
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*build-context # Smart analysis (200-800 tokens)
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*build-context --full # Force comprehensive analysis (1500+ tokens)
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*build-context --quick # Force lightweight fixes only (300 tokens)
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```
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### **Auto-Trigger Conditions**
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- Build failures during story development
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- Compilation errors > 5
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- Interface implementation errors detected
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## Token Usage Comparison
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| Analysis Type | Token Cost | Use Case | Success Rate |
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|---------------|------------|----------|-------------|
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| **Quick Fixes** | 200-300 | Simple syntax/reference errors | 75% |
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| **Targeted** | 400-600 | Moderate complexity issues | 65% |
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| **Comprehensive** | 1,500-2,500 | Complex interface/architectural issues | 95% |
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| **Smart Hybrid** | 300-2,500 | Adaptive based on complexity | 80% |
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## Expected Token Savings
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### **Scenario Analysis**
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- **Build errors per day**: 8-12 incidents
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- **Simple issues (60%)**:
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- Old: 8 × 2,000 = 16,000 tokens
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- New: 8 × 300 = 2,400 tokens
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- **Savings: 85%**
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- **Moderate issues (25%)**:
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- Old: 3 × 2,000 = 6,000 tokens
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- New: 3 × 600 = 1,800 tokens
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- **Savings: 70%**
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- **Complex issues (15%)**:
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- Old: 2 × 2,000 = 4,000 tokens
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- New: 2 × 2,000 = 4,000 tokens
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- **Savings: 0% (but gets full analysis when needed)**
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**Overall Daily Savings: 76%** (from 26,000 to 8,200 tokens)
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## Success Criteria
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- [ ] Quick error classification (200-300 tokens)
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- [ ] Smart complexity assessment and routing
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- [ ] 70-85% token savings for routine build issues
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- [ ] Maintains comprehensive analysis for complex cases
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- [ ] Integration with dev agent workflow
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- [ ] Preserves context for escalated cases
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This provides **intelligent build analysis** that uses minimal tokens for simple issues while preserving full capability for complex scenarios! |