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Session Quality Rubric

This rubric supports judgment. It does not replace judgment.

Use it when a session may have exposed framework-quality problems.

Dimensions

  • relevance
  • clarity
  • specificity
  • adaptation to user context
  • recovery after failure
  • repetition versus novelty
  • operational correctness
  • trustworthiness

Scale

Use a lightweight three-part scale:

  • strong
  • mixed
  • weak

If a numeric score helps local comparison, use it only as a secondary shorthand.

Usage Rule

The rubric should stay:

  • short
  • evidence-based
  • explainable

Do not create the illusion of scientific precision.

The written evidence matters more than the score.