Skip to content

v2.1.0 improve scoring algorithm for technical content

Choose a tag to compare

@JochenYang JochenYang released this 05 Nov 15:32
· 62 commits to main since this release

Enhanced

  • Intelligent Auto-Memory Scoring Algorithm: Major improvements to content value evaluation
    • Reasonable Thresholds: Restored to 50/30/20 (previously lowered incorrectly)
    • Higher Baseline Scores: All technical content now receives appropriate base scores
      • bug_fix: 40 base points (was 30)
      • solution_design: 45 base points (was 30)
      • feature_add: 40 base points (was 25)
      • refactor: 30 base points (was 20)
    • Smart Recognition: All development work properly recognized and scored
    • No More False Negatives: Technical fixes and implementations no longer ignored

Improved

  • Content Value Recognition: Technical development work now receives appropriate scores
    • Bug fixes and feature additions automatically reach 30-50 point range
    • Solution designs reach 50+ points for automatic memory
    • Non-technical conversations remain at 0 points (correctly ignored)
    • All content types evaluated fairly based on technical value

Technical

  • Evaluation Algorithm: Fixed over-strict scoring that undervalued technical content
  • Threshold Standards: Restored professional standards (no more threshold manipulation)
  • Smart Scoring: Technical content naturally reaches appropriate memory decisions

Impact

  • Major UX Improvement: Technical development work is now properly remembered
  • Intelligent System: AI no longer ignores valuable code fixes and implementations
  • Automatic Memory: High-value technical content automatically saved
  • User Confirmation: Medium-value content requests confirmation (as designed)
  • Complete Transparency: Users always notified of memory decisions