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Major new feature that provides intelligent function name suggestions based on execution semantics using the validated LJWP mixing formula.

Key Changes:

  • Integrated semantic naming engine into main CLI tool
  • Added 200+ action verbs with LJWP coordinate mappings
  • Implemented cosine similarity matching in 4D semantic space
  • Added --suggest-names and --top-suggestions CLI flags
  • Comprehensive test coverage (35 new tests, 59 total)
  • Updated documentation and version to 1.5

Technical Details:

  • SemanticNamingEngine uses validated mixing formula from PR test: Add empirical validation of semantic mixing formula #37
  • Vocabulary expanded from 50 to 200+ verbs covering:
    • Love domain: connection, communication, care
    • Justice domain: validation, authorization, rules
    • Power domain: transformation, CRUD, control flow
    • Wisdom domain: analysis, search, metrics
  • Context-aware suggestions extract noun from function name
  • Performance optimized with efficient similarity calculations

Testing:

  • 35 new tests for semantic naming engine
  • All 59 tests passing
  • Verified CLI integration end-to-end
  • Tests validate coordinate normalization and accuracy

Documentation:

  • Updated README with v1.5 features
  • Updated version badges (tests: 59, version: 1.5)
  • Added usage examples for new CLI flags

This feature transforms the Harmonizer from a detector to a teacher, providing actionable suggestions for better function names based on what the code actually does.

Major new feature that provides intelligent function name suggestions
based on execution semantics using the validated LJWP mixing formula.

Key Changes:
- Integrated semantic naming engine into main CLI tool
- Added 200+ action verbs with LJWP coordinate mappings
- Implemented cosine similarity matching in 4D semantic space
- Added --suggest-names and --top-suggestions CLI flags
- Comprehensive test coverage (35 new tests, 59 total)
- Updated documentation and version to 1.5

Technical Details:
- SemanticNamingEngine uses validated mixing formula from PR #37
- Vocabulary expanded from 50 to 200+ verbs covering:
  * Love domain: connection, communication, care
  * Justice domain: validation, authorization, rules
  * Power domain: transformation, CRUD, control flow
  * Wisdom domain: analysis, search, metrics
- Context-aware suggestions extract noun from function name
- Performance optimized with efficient similarity calculations

Testing:
- 35 new tests for semantic naming engine
- All 59 tests passing
- Verified CLI integration end-to-end
- Tests validate coordinate normalization and accuracy

Documentation:
- Updated README with v1.5 features
- Updated version badges (tests: 59, version: 1.5)
- Added usage examples for new CLI flags

This feature transforms the Harmonizer from a detector to a teacher,
providing actionable suggestions for better function names based on
what the code actually does.
@BruinGrowly BruinGrowly merged commit 0fd5004 into main Nov 5, 2025
4 of 14 checks passed
@BruinGrowly BruinGrowly deleted the claude/continue-session-011cup2hr6bt5fhzchxflk2w-011CUp4stf9y4BT5UoHvS657 branch November 5, 2025 04:12
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3 participants