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Document the confidence scoring algorithm #29

@rajkumarsakthivel

Description

@rajkumarsakthivel

Add documentation explaining how CCE's confidence scorer works.

Why: The README mentions "a confidence scorer blends similarity (50%), keyword match (30%), and recency (20%)" but there's no deeper explanation for users who want to understand or tune retrieval quality.

Steps:

  1. Read the scorer implementation in src/context_engine/
  2. Document the algorithm in docs/wiki/Confidence-Scoring.md
  3. Cover: inputs, weight formula, how scores map to results ordering, and how confidence_threshold config works
  4. Add a link from the existing How It Works wiki page

Keep it concise. A diagram or formula would be helpful but not required.

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