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https://github.com/SuperClaude-Org/SuperClaude_Framework.git
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da0a356eec
Revolutionary transformation from hardcoded Python intelligence to hot-reloadable YAML patterns, enabling dynamic configuration without code changes. ## Phase 1: Foundation Intelligence Complete ### YAML Intelligence Patterns (6 files) - intelligence_patterns.yaml: Multi-dimensional pattern recognition with adaptive learning - mcp_orchestration.yaml: Server selection decision trees with load balancing - hook_coordination.yaml: Parallel execution patterns with dependency resolution - performance_intelligence.yaml: Resource zones and auto-optimization triggers - validation_intelligence.yaml: Health scoring and proactive diagnostic patterns - user_experience.yaml: Project detection and smart UX adaptations ### Python Infrastructure Enhanced (4 components) - intelligence_engine.py: Generic YAML pattern interpreter with hot-reload - learning_engine.py: Enhanced with YAML intelligence integration - yaml_loader.py: Added intelligence configuration helper methods - validate_system.py: New YAML-driven validation with health scoring ### Key Features Implemented - Hot-reload intelligence: Update patterns without code changes or restarts - Declarative configuration: All intelligence logic expressed in YAML - Graceful fallbacks: System works correctly even with missing YAML files - Multi-pattern coordination: Intelligent recommendations from multiple sources - Health scoring: Component-weighted validation with predictive diagnostics - Generic architecture: Single engine consumes all intelligence pattern types ### Testing Results ✅ All components integrate correctly ✅ Hot-reload mechanism functional ✅ Graceful error handling verified ✅ YAML-driven validation operational ✅ Health scoring system working (detected real system issues) This enables users to modify intelligence behavior by editing YAML files, add new pattern types without coding, and hot-reload improvements in real-time. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
97 lines
2.4 KiB
YAML
97 lines
2.4 KiB
YAML
# Orchestrator routing patterns
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routing_patterns:
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context7:
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triggers:
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- "library.*documentation"
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- "framework.*patterns"
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- "react|vue|angular"
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- "official.*way"
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- "React Query"
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- "integrate.*library"
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capabilities: ["documentation", "patterns", "integration"]
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priority: "medium"
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sequential:
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triggers:
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- "analyze.*complex"
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- "debug.*systematic"
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- "troubleshoot.*bottleneck"
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- "investigate.*root"
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- "debug.*why"
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- "detailed.*analysis"
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- "running.*slowly"
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- "performance.*bottleneck"
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- "bundle.*size"
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capabilities: ["analysis", "debugging", "systematic"]
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priority: "high"
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magic:
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triggers:
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- "component.*ui"
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- "responsive.*modal"
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- "navigation.*component"
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- "mobile.*friendly"
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- "responsive.*dashboard"
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- "charts.*real-time"
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- "build.*dashboard"
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capabilities: ["ui", "components", "responsive"]
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priority: "medium"
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playwright:
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triggers:
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- "test.*workflow"
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- "browser.*automation"
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- "cross-browser.*testing"
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- "performance.*testing"
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- "end-to-end.*tests"
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- "checkout.*flow"
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- "e2e.*tests"
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capabilities: ["testing", "automation", "e2e"]
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priority: "medium"
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morphllm:
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triggers:
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- "edit.*file"
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- "simple.*modification"
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- "quick.*change"
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capabilities: ["editing", "modification"]
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priority: "low"
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serena:
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triggers:
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- "refactor.*codebase"
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- "complex.*analysis"
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- "multi.*file"
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- "refactor.*entire"
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- "new.*API.*patterns"
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capabilities: ["refactoring", "semantic", "large-scale"]
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priority: "high"
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# Auto-activation thresholds
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auto_activation:
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complexity_thresholds:
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enable_delegation:
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file_count: 3
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directory_count: 2
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complexity_score: 0.4
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enable_sequential:
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complexity_score: 0.6
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enable_validation:
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risk_level: ["high", "critical"]
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# Hybrid intelligence selection
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hybrid_intelligence:
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morphllm_vs_serena:
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morphllm_criteria:
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file_count_max: 10
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complexity_max: 0.6
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preferred_operations: ["edit", "modify", "simple_refactor"]
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serena_criteria:
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file_count_min: 5
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complexity_min: 0.4
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preferred_operations: ["refactor", "analyze", "extract", "move"]
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# Performance optimization
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performance_optimization:
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resource_management:
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token_threshold_percent: 75 |