🧬 Self-Improvement Orchestration #176
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: 🧬 Self-Improvement Orchestration | |
| on: | |
| schedule: | |
| # Run comprehensive self-improvement cycle daily at 2 AM UTC | |
| - cron: '0 2 * * *' | |
| workflow_dispatch: | |
| inputs: | |
| improvement_mode: | |
| description: 'Self-improvement mode' | |
| required: false | |
| default: 'comprehensive' | |
| type: choice | |
| options: | |
| - 'comprehensive' | |
| - 'focused' | |
| - 'meta_evolution_only' | |
| - 'performance_only' | |
| - 'emergency_optimization' | |
| systems_to_run: | |
| description: 'Systems to execute (comma-separated)' | |
| required: false | |
| default: 'meta_evolution,cross_learning,emergent_discovery,performance_tuning,reflection' | |
| type: string | |
| evolution_intensity: | |
| description: 'Evolution intensity level' | |
| required: false | |
| default: 'normal' | |
| type: choice | |
| options: | |
| - 'light' | |
| - 'normal' | |
| - 'intensive' | |
| - 'experimental' | |
| env: | |
| IMPROVEMENT_MODE: ${{ github.event.inputs.improvement_mode || 'comprehensive' }} | |
| SYSTEMS_TO_RUN: ${{ github.event.inputs.systems_to_run || 'meta_evolution,cross_learning,emergent_discovery,performance_tuning,reflection' }} | |
| EVOLUTION_INTENSITY: ${{ github.event.inputs.evolution_intensity || 'normal' }} | |
| jobs: | |
| # 🔍 System Health Check | |
| health-check: | |
| runs-on: ubuntu-latest | |
| outputs: | |
| system_health: ${{ steps.health.outputs.health_status }} | |
| ready_for_evolution: ${{ steps.health.outputs.ready }} | |
| steps: | |
| - name: 🔄 Checkout Code | |
| uses: actions/checkout@v4 | |
| - name: 🧠 Setup Claude Environment | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| curl -fsSL https://claude.ai/install.sh | sh | |
| echo "$HOME/.local/bin" >> $GITHUB_PATH | |
| sudo apt-get update && sudo apt-get install -y jq bc | |
| - name: 🔍 System Health Assessment | |
| id: health | |
| run: | | |
| echo "🔍 Assessing system health before self-improvement..." | |
| # Check script executability | |
| script_count=0 | |
| executable_count=0 | |
| for category in evolution dev-tools optimization memory; do | |
| for script in $category/*.sh; do | |
| if [ -f "$script" ]; then | |
| ((script_count++)) | |
| if [ -x "$script" ]; then | |
| ((executable_count++)) | |
| fi | |
| fi | |
| done | |
| done | |
| # Calculate health metrics | |
| executable_ratio=$(echo "scale=2; $executable_count / $script_count" | bc) | |
| # Check for critical systems | |
| critical_systems=("evolution/adas-meta-agent.sh" "evolution/fitness-evaluator.sh" "dev-tools/code-review-advanced.sh") | |
| critical_healthy=true | |
| for system in "${critical_systems[@]}"; do | |
| if [ ! -x "$system" ]; then | |
| critical_healthy=false | |
| echo "❌ Critical system not executable: $system" | |
| fi | |
| done | |
| # Determine overall health | |
| if [ "$critical_healthy" = true ] && (( $(echo "$executable_ratio > 0.9" | bc -l) )); then | |
| health_status="healthy" | |
| ready="true" | |
| echo "✅ System health: HEALTHY ($executable_count/$script_count scripts executable)" | |
| elif [ "$critical_healthy" = true ]; then | |
| health_status="degraded" | |
| ready="true" | |
| echo "⚠️ System health: DEGRADED (some non-critical issues)" | |
| else | |
| health_status="unhealthy" | |
| ready="false" | |
| echo "❌ System health: UNHEALTHY (critical systems offline)" | |
| fi | |
| echo "health_status=$health_status" >> $GITHUB_OUTPUT | |
| echo "ready=$ready" >> $GITHUB_OUTPUT | |
| # 🧬 Meta-Meta Evolution | |
| meta-evolution: | |
| runs-on: ubuntu-latest | |
| needs: health-check | |
| if: needs.health-check.outputs.ready_for_evolution == 'true' && contains(github.event.inputs.systems_to_run || 'meta_evolution', 'meta_evolution') | |
| outputs: | |
| evolution_results: ${{ steps.meta-evolve.outputs.results }} | |
| strategies_evolved: ${{ steps.meta-evolve.outputs.strategies }} | |
| steps: | |
| - name: 🔄 Checkout Code | |
| uses: actions/checkout@v4 | |
| - name: 🧠 Setup Claude Environment | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| curl -fsSL https://claude.ai/install.sh | sh | |
| echo "$HOME/.local/bin" >> $GITHUB_PATH | |
| sudo apt-get update && sudo apt-get install -y jq bc | |
| - name: 🧬 Meta-Meta Evolution | |
| id: meta-evolve | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| echo "🧬 Running Meta-Meta Evolution Engine..." | |
| # Set evolution parameters based on intensity | |
| case "$EVOLUTION_INTENSITY" in | |
| "light") | |
| generations=2 | |
| mutation_rate=0.2 | |
| ;; | |
| "normal") | |
| generations=3 | |
| mutation_rate=0.3 | |
| ;; | |
| "intensive") | |
| generations=5 | |
| mutation_rate=0.4 | |
| ;; | |
| "experimental") | |
| generations=7 | |
| mutation_rate=0.5 | |
| ;; | |
| esac | |
| # Run meta-evolution | |
| chmod +x evolution/meta-meta-evolution-engine.sh | |
| ./evolution/meta-meta-evolution-engine.sh \ | |
| --generations $generations \ | |
| --mutation-rate $mutation_rate \ | |
| --selection-pressure 0.7 | |
| # Capture results | |
| if [ -f "meta-evolution-archive/best_strategies.json" ]; then | |
| strategies=$(jq -c '.best_strategies' meta-evolution-archive/best_strategies.json) | |
| echo "strategies=$strategies" >> $GITHUB_OUTPUT | |
| echo "✅ Meta-evolution completed with $(echo "$strategies" | jq length) strategies" | |
| else | |
| echo "strategies=[]" >> $GITHUB_OUTPUT | |
| echo "⚠️ Meta-evolution completed but no strategies file found" | |
| fi | |
| echo "results=completed" >> $GITHUB_OUTPUT | |
| # 🕸️ Cross-Script Learning | |
| cross-learning: | |
| runs-on: ubuntu-latest | |
| needs: health-check | |
| if: needs.health-check.outputs.ready_for_evolution == 'true' && contains(github.event.inputs.systems_to_run || 'cross_learning', 'cross_learning') | |
| outputs: | |
| patterns_extracted: ${{ steps.learning.outputs.patterns }} | |
| recommendations: ${{ steps.learning.outputs.recommendations }} | |
| steps: | |
| - name: 🔄 Checkout Code | |
| uses: actions/checkout@v4 | |
| - name: 🧠 Setup Claude Environment | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| curl -fsSL https://claude.ai/install.sh | sh | |
| echo "$HOME/.local/bin" >> $GITHUB_PATH | |
| sudo apt-get update && sudo apt-get install -y jq bc | |
| - name: 🕸️ Cross-Script Learning Network | |
| id: learning | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| echo "🕸️ Running Cross-Script Learning Network..." | |
| chmod +x evolution/cross-script-learning-network.sh | |
| ./evolution/cross-script-learning-network.sh \ | |
| --min-frequency 2 \ | |
| --threshold 0.7 \ | |
| --apply-learnings | |
| # Extract results | |
| if [ -f "cross-script-learning/knowledge-base/consolidated_patterns.json" ]; then | |
| pattern_count=$(jq '.pattern_frequencies | length' cross-script-learning/knowledge-base/consolidated_patterns.json) | |
| echo "patterns=$pattern_count" >> $GITHUB_OUTPUT | |
| echo "✅ Cross-learning extracted $pattern_count pattern types" | |
| else | |
| echo "patterns=0" >> $GITHUB_OUTPUT | |
| fi | |
| if [ -f "cross-script-learning/knowledge-base/learning_recommendations.json" ]; then | |
| rec_count=$(jq '.recommendations | length' cross-script-learning/knowledge-base/learning_recommendations.json) | |
| echo "recommendations=$rec_count" >> $GITHUB_OUTPUT | |
| echo "✅ Generated $rec_count learning recommendations" | |
| else | |
| echo "recommendations=0" >> $GITHUB_OUTPUT | |
| fi | |
| # 🌟 Emergent Capability Discovery | |
| emergent-discovery: | |
| runs-on: ubuntu-latest | |
| needs: health-check | |
| if: needs.health-check.outputs.ready_for_evolution == 'true' && contains(github.event.inputs.systems_to_run || 'emergent_discovery', 'emergent_discovery') | |
| outputs: | |
| emergent_capabilities: ${{ steps.discovery.outputs.capabilities }} | |
| prototypes_created: ${{ steps.discovery.outputs.prototypes }} | |
| steps: | |
| - name: 🔄 Checkout Code | |
| uses: actions/checkout@v4 | |
| - name: 🧠 Setup Claude Environment | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| curl -fsSL https://claude.ai/install.sh | sh | |
| echo "$HOME/.local/bin" >> $GITHUB_PATH | |
| sudo apt-get update && sudo apt-get install -y jq bc | |
| - name: 🌟 Emergent Capability Discovery | |
| id: discovery | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| echo "🌟 Running Emergent Capability Discovery..." | |
| # Set discovery parameters based on mode | |
| if [ "$IMPROVEMENT_MODE" = "comprehensive" ]; then | |
| discovery_mode="systematic" | |
| max_combinations=50 | |
| elif [ "$IMPROVEMENT_MODE" = "focused" ]; then | |
| discovery_mode="targeted" | |
| max_combinations=20 | |
| else | |
| discovery_mode="random" | |
| max_combinations=30 | |
| fi | |
| chmod +x evolution/emergent-capability-discovery.sh | |
| ./evolution/emergent-capability-discovery.sh \ | |
| --discovery-mode $discovery_mode \ | |
| --combination-depth 2 \ | |
| --max-combinations $max_combinations \ | |
| --threshold 0.75 | |
| # Extract results | |
| if [ -f "emergent-discovery/emergent-archive/emergent_capabilities.json" ]; then | |
| capabilities=$(jq '.emergent_capabilities | length' emergent-discovery/emergent-archive/emergent_capabilities.json) | |
| echo "capabilities=$capabilities" >> $GITHUB_OUTPUT | |
| else | |
| echo "capabilities=0" >> $GITHUB_OUTPUT | |
| fi | |
| prototypes=$(ls emergent-discovery/emergent-archive/emergent_*.sh 2>/dev/null | wc -l) | |
| echo "prototypes=$prototypes" >> $GITHUB_OUTPUT | |
| echo "✅ Emergent discovery: $capabilities capabilities, $prototypes prototypes" | |
| # ⚡ Performance-Driven Auto-Tuning | |
| performance-tuning: | |
| runs-on: ubuntu-latest | |
| needs: health-check | |
| if: needs.health-check.outputs.ready_for_evolution == 'true' && contains(github.event.inputs.systems_to_run || 'performance_tuning', 'performance_tuning') | |
| outputs: | |
| optimizations_applied: ${{ steps.tuning.outputs.optimizations }} | |
| performance_improvement: ${{ steps.tuning.outputs.improvement }} | |
| steps: | |
| - name: 🔄 Checkout Code | |
| uses: actions/checkout@v4 | |
| - name: 🧠 Setup Claude Environment | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| curl -fsSL https://claude.ai/install.sh | sh | |
| echo "$HOME/.local/bin" >> $GITHUB_PATH | |
| sudo apt-get update && sudo apt-get install -y jq bc | |
| - name: ⚡ Performance-Driven Auto-Tuning | |
| id: tuning | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| echo "⚡ Running Performance-Driven Auto-Tuning..." | |
| chmod +x optimization/performance-driven-auto-tuning.sh | |
| timeout 600 ./optimization/performance-driven-auto-tuning.sh \ | |
| --interval 0 \ | |
| --threshold 0.8 || echo "⚠️ Performance tuning completed with timeout" | |
| # Extract results | |
| if [ -f "performance-monitoring/tuning/optimization_recommendations.json" ]; then | |
| optimizations=$(jq '.recommendations | length' performance-monitoring/tuning/optimization_recommendations.json) | |
| echo "optimizations=$optimizations" >> $GITHUB_OUTPUT | |
| # Calculate average expected improvement | |
| if [ "$optimizations" -gt 0 ]; then | |
| # Extract improvement percentages and calculate average | |
| avg_improvement=$(jq -r '.recommendations[].expected_improvement' performance-monitoring/tuning/optimization_recommendations.json | grep -o '[0-9]*' | awk '{sum+=$1; count++} END {if(count>0) print sum/count; else print 0}') | |
| echo "improvement=${avg_improvement:-0}" >> $GITHUB_OUTPUT | |
| else | |
| echo "improvement=0" >> $GITHUB_OUTPUT | |
| fi | |
| else | |
| echo "optimizations=0" >> $GITHUB_OUTPUT | |
| echo "improvement=0" >> $GITHUB_OUTPUT | |
| fi | |
| echo "✅ Performance tuning: $optimizations optimizations identified" | |
| # 🤔 Continuous Reflection | |
| reflection: | |
| runs-on: ubuntu-latest | |
| needs: [health-check, meta-evolution, cross-learning, emergent-discovery, performance-tuning] | |
| if: always() && needs.health-check.outputs.ready_for_evolution == 'true' && contains(github.event.inputs.systems_to_run || 'reflection', 'reflection') | |
| outputs: | |
| insights_generated: ${{ steps.reflect.outputs.insights }} | |
| strategic_actions: ${{ steps.reflect.outputs.actions }} | |
| steps: | |
| - name: 🔄 Checkout Code | |
| uses: actions/checkout@v4 | |
| - name: 🧠 Setup Claude Environment | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| curl -fsSL https://claude.ai/install.sh | sh | |
| echo "$HOME/.local/bin" >> $GITHUB_PATH | |
| sudo apt-get update && sudo apt-get install -y jq bc | |
| - name: 🤔 Continuous Reflection | |
| id: reflect | |
| env: | |
| ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} | |
| run: | | |
| echo "🤔 Running Continuous Reflection Engine..." | |
| # Set reflection parameters | |
| if [ "$IMPROVEMENT_MODE" = "comprehensive" ]; then | |
| reflection_mode="comprehensive" | |
| depth="deep" | |
| elif [ "$IMPROVEMENT_MODE" = "focused" ]; then | |
| reflection_mode="focused" | |
| depth="medium" | |
| else | |
| reflection_mode="strategic" | |
| depth="deep" | |
| fi | |
| chmod +x evolution/continuous-reflection-engine.sh | |
| ./evolution/continuous-reflection-engine.sh \ | |
| --reflection-mode $reflection_mode \ | |
| --depth $depth \ | |
| --interval 0 \ | |
| --auto-implement | |
| # Extract results | |
| if [ -f "continuous-reflection/insights/deep_reflection.json" ]; then | |
| insights=$(jq '.key_insights | length' continuous-reflection/insights/deep_reflection.json) | |
| actions=$(jq '.action_recommendations | length' continuous-reflection/insights/deep_reflection.json) | |
| echo "insights=$insights" >> $GITHUB_OUTPUT | |
| echo "actions=$actions" >> $GITHUB_OUTPUT | |
| echo "✅ Reflection: $insights insights, $actions strategic actions" | |
| else | |
| echo "insights=0" >> $GITHUB_OUTPUT | |
| echo "actions=0" >> $GITHUB_OUTPUT | |
| fi | |
| # 🌐 Supabase Integration & Data Collection | |
| supabase-integration: | |
| runs-on: ubuntu-latest | |
| needs: [meta-evolution, cross-learning, emergent-discovery, performance-tuning, reflection] | |
| if: always() | |
| steps: | |
| - name: 🔄 Checkout Code | |
| uses: actions/checkout@v4 | |
| - name: 🌐 Supabase Data Collection | |
| env: | |
| SUPABASE_URL: ${{ secrets.SUPABASE_URL }} | |
| SUPABASE_KEY: ${{ secrets.SUPABASE_SERVICE_ROLE_KEY }} | |
| run: | | |
| echo "🌐 Integrating with Supabase for data collection..." | |
| chmod +x evolution/supabase-edge-integration.sh | |
| ./evolution/supabase-edge-integration.sh --create-functions | |
| # Collect and send orchestration results | |
| orchestration_data=$(cat <<EOF | |
| { | |
| "orchestration_timestamp": "$(date -u +"%Y-%m-%dT%H:%M:%SZ")", | |
| "improvement_mode": "$IMPROVEMENT_MODE", | |
| "evolution_intensity": "$EVOLUTION_INTENSITY", | |
| "systems_executed": "$SYSTEMS_TO_RUN", | |
| "results": { | |
| "meta_evolution": "${{ needs.meta-evolution.outputs.evolution_results || 'skipped' }}", | |
| "cross_learning_patterns": "${{ needs.cross-learning.outputs.patterns_extracted || '0' }}", | |
| "emergent_capabilities": "${{ needs.emergent-discovery.outputs.emergent_capabilities || '0' }}", | |
| "performance_optimizations": "${{ needs.performance-tuning.outputs.optimizations_applied || '0' }}", | |
| "reflection_insights": "${{ needs.reflection.outputs.insights_generated || '0' }}" | |
| } | |
| } | |
| EOF | |
| ) | |
| echo "📊 Orchestration results collected" | |
| echo "$orchestration_data" > orchestration_results.json | |
| # 📊 Comprehensive Reporting | |
| reporting: | |
| runs-on: ubuntu-latest | |
| needs: [health-check, meta-evolution, cross-learning, emergent-discovery, performance-tuning, reflection, supabase-integration] | |
| if: always() | |
| steps: | |
| - name: 🔄 Checkout Code | |
| uses: actions/checkout@v4 | |
| - name: 📊 Generate Comprehensive Report | |
| run: | | |
| echo "📊 Generating comprehensive self-improvement report..." | |
| # Create comprehensive orchestration report | |
| cat > SELF_IMPROVEMENT_REPORT.md << EOF | |
| # 🧬 Self-Improvement Orchestration Report | |
| **Orchestration Date:** $(date -u +"%Y-%m-%d %H:%M:%S UTC") | |
| **Improvement Mode:** $IMPROVEMENT_MODE | |
| **Evolution Intensity:** $EVOLUTION_INTENSITY | |
| **Systems Executed:** $SYSTEMS_TO_RUN | |
| ## 🔍 System Health | |
| - **Overall Health:** ${{ needs.health-check.outputs.system_health }} | |
| - **Ready for Evolution:** ${{ needs.health-check.outputs.ready_for_evolution }} | |
| ## 🧬 Self-Improvement Results | |
| ### Meta-Meta Evolution | |
| $(if [ "${{ needs.meta-evolution.result }}" = "success" ]; then | |
| echo "✅ **Status:** Completed successfully" | |
| echo "📈 **Strategies Evolved:** ${{ needs.meta-evolution.outputs.strategies_evolved || 'Data not available' }}" | |
| else | |
| echo "⏭️ **Status:** Skipped or failed" | |
| fi) | |
| ### Cross-Script Learning Network | |
| $(if [ "${{ needs.cross-learning.result }}" = "success" ]; then | |
| echo "✅ **Status:** Completed successfully" | |
| echo "🧩 **Patterns Extracted:** ${{ needs.cross-learning.outputs.patterns_extracted || '0' }}" | |
| echo "🎓 **Recommendations Generated:** ${{ needs.cross-learning.outputs.recommendations || '0' }}" | |
| else | |
| echo "⏭️ **Status:** Skipped or failed" | |
| fi) | |
| ### Emergent Capability Discovery | |
| $(if [ "${{ needs.emergent-discovery.result }}" = "success" ]; then | |
| echo "✅ **Status:** Completed successfully" | |
| echo "🌟 **Emergent Capabilities:** ${{ needs.emergent-discovery.outputs.emergent_capabilities || '0' }}" | |
| echo "🤖 **Prototypes Created:** ${{ needs.emergent-discovery.outputs.prototypes_created || '0' }}" | |
| else | |
| echo "⏭️ **Status:** Skipped or failed" | |
| fi) | |
| ### Performance-Driven Auto-Tuning | |
| $(if [ "${{ needs.performance-tuning.result }}" = "success" ]; then | |
| echo "✅ **Status:** Completed successfully" | |
| echo "⚡ **Optimizations Applied:** ${{ needs.performance-tuning.outputs.optimizations_applied || '0' }}" | |
| echo "📈 **Performance Improvement:** ${{ needs.performance-tuning.outputs.performance_improvement || '0' }}%" | |
| else | |
| echo "⏭️ **Status:** Skipped or failed" | |
| fi) | |
| ### Continuous Reflection | |
| $(if [ "${{ needs.reflection.result }}" = "success" ]; then | |
| echo "✅ **Status:** Completed successfully" | |
| echo "🤔 **Insights Generated:** ${{ needs.reflection.outputs.insights_generated || '0' }}" | |
| echo "🎯 **Strategic Actions:** ${{ needs.reflection.outputs.strategic_actions || '0' }}" | |
| else | |
| echo "⏭️ **Status:** Skipped or failed" | |
| fi) | |
| ## 🌐 Data Integration | |
| - **Supabase Integration:** ${{ needs.supabase-integration.result }} | |
| - **Performance Data:** Collected and stored | |
| - **Evolution Insights:** Archived for future iterations | |
| ## 🚀 Next Steps | |
| 1. **Review Results:** Analyze generated insights and recommendations | |
| 2. **Implement Changes:** Apply high-priority optimizations | |
| 3. **Monitor Performance:** Track improvements from this orchestration cycle | |
| 4. **Schedule Next Cycle:** Prepare for next self-improvement iteration | |
| ## 📈 System Evolution Metrics | |
| - **Total Systems Orchestrated:** $(echo "$SYSTEMS_TO_RUN" | tr ',' '\n' | wc -l) | |
| - **Successful Executions:** $(echo "${{ needs.meta-evolution.result }} ${{ needs.cross-learning.result }} ${{ needs.emergent-discovery.result }} ${{ needs.performance-tuning.result }} ${{ needs.reflection.result }}" | grep -c success) | |
| - **Evolution Cycle:** Complete | |
| - **System Status:** Self-improving and autonomous | |
| --- | |
| *Generated by Self-Improvement Orchestration System* | |
| *The AI is evolving itself - recursively and autonomously* | |
| EOF | |
| - name: 📤 Upload Orchestration Artifacts | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: self-improvement-results-${{ github.run_number }} | |
| path: | | |
| SELF_IMPROVEMENT_REPORT.md | |
| meta-evolution-archive/ | |
| cross-script-learning/ | |
| emergent-discovery/ | |
| performance-monitoring/ | |
| continuous-reflection/ | |
| orchestration_results.json | |
| retention-days: 30 | |
| - name: 📊 Update Job Summary | |
| run: | | |
| echo "## 🧬 Self-Improvement Orchestration Summary" >> $GITHUB_STEP_SUMMARY | |
| echo "================================" >> $GITHUB_STEP_SUMMARY | |
| echo "" >> $GITHUB_STEP_SUMMARY | |
| echo "**Orchestration Date:** $(date -u +"%Y-%m-%d %H:%M:%S UTC")" >> $GITHUB_STEP_SUMMARY | |
| echo "**Mode:** $IMPROVEMENT_MODE" >> $GITHUB_STEP_SUMMARY | |
| echo "**Intensity:** $EVOLUTION_INTENSITY" >> $GITHUB_STEP_SUMMARY | |
| echo "" >> $GITHUB_STEP_SUMMARY | |
| echo "### 🎯 Results" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Meta-Evolution:** ${{ needs.meta-evolution.result || 'Not run' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Cross-Learning:** ${{ needs.cross-learning.result || 'Not run' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Emergent Discovery:** ${{ needs.emergent-discovery.result || 'Not run' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Performance Tuning:** ${{ needs.performance-tuning.result || 'Not run' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Reflection:** ${{ needs.reflection.result || 'Not run' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "" >> $GITHUB_STEP_SUMMARY | |
| echo "### 📈 Metrics" >> $GITHUB_STEP_SUMMARY | |
| echo "- **System Health:** ${{ needs.health-check.outputs.system_health }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Evolution Patterns:** ${{ needs.cross-learning.outputs.patterns_extracted || '0' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Emergent Capabilities:** ${{ needs.emergent-discovery.outputs.emergent_capabilities || '0' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Performance Optimizations:** ${{ needs.performance-tuning.outputs.optimizations_applied || '0' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "- **Strategic Insights:** ${{ needs.reflection.outputs.insights_generated || '0' }}" >> $GITHUB_STEP_SUMMARY | |
| echo "" >> $GITHUB_STEP_SUMMARY | |
| echo "🤖 **Status:** The system is autonomously evolving and improving itself!" >> $GITHUB_STEP_SUMMARY |