feat: Add semantic naming engine using validated mixing formula #38
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- Add harmonizer/semantic_naming.py: Engine for suggesting function names based on LJWP coordinates - Add demo_semantic_naming.py: Comprehensive demonstrations of semantic naming applications Features: ✅ Suggest function names from semantic coordinates using cosine similarity ✅ Detect name/implementation mismatches automatically ✅ Generate function skeletons from semantic intent ✅ Recommend semantic-aware refactorings Applications for Harmonizer: 1. Better refactoring suggestions (prescriptive, not just diagnostic) 2. Function name generation from execution analysis 3. Semantic-aware code splitting recommendations 4. Automated code review with actionable suggestions Technical approach: - Maps 40+ common verbs to LJWP coordinates - Uses cosine similarity for semantic matching - Generates explanations for suggestions - Ready to expand with more vocabulary This transforms Harmonizer from detection-only to detection + prescription.
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Features:
✅ Suggest function names from semantic coordinates using cosine similarity ✅ Detect name/implementation mismatches automatically ✅ Generate function skeletons from semantic intent ✅ Recommend semantic-aware refactorings
Applications for Harmonizer:
Technical approach:
This transforms Harmonizer from detection-only to detection + prescription.