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Examine session data to LLM prompt conversion#78

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sanggggg merged 1 commit intomainfrom
claude/session-data-llm-conversion-01YMmPweSKpLf31a2GkoDYma
Nov 21, 2025
Merged

Examine session data to LLM prompt conversion#78
sanggggg merged 1 commit intomainfrom
claude/session-data-llm-conversion-01YMmPweSKpLf31a2GkoDYma

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Add retrochat-evaluator style rubric-based evaluation to the analytics module. This evaluates user behavior when interacting with AI coding assistants using predefined rubrics.

Changes:

  • Add Rubric, RubricList, RubricScore, RubricEvaluationSummary models
  • Add rubric_scores and rubric_summary fields to QualitativeOutput
  • Implement format_messages_for_prompt() to convert session messages
  • Implement score_rubric() and score_all_rubrics() functions
  • Add judge prompt template for LLM evaluation
  • Create resources/rubrics.json with 5 dummy evaluation rubrics
  • Integrate rubric fallback into generate_qualitative_analysis_fallback()

Add retrochat-evaluator style rubric-based evaluation to the analytics
module. This evaluates user behavior when interacting with AI coding
assistants using predefined rubrics.

Changes:
- Add Rubric, RubricList, RubricScore, RubricEvaluationSummary models
- Add rubric_scores and rubric_summary fields to QualitativeOutput
- Implement format_messages_for_prompt() to convert session messages
- Implement score_rubric() and score_all_rubrics() functions
- Add judge prompt template for LLM evaluation
- Create resources/rubrics.json with 5 dummy evaluation rubrics
- Integrate rubric fallback into generate_qualitative_analysis_fallback()
@sanggggg sanggggg merged commit 0fa8e01 into main Nov 21, 2025
4 of 5 checks passed
@sanggggg sanggggg deleted the claude/session-data-llm-conversion-01YMmPweSKpLf31a2GkoDYma branch November 21, 2025 13:19
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2 participants