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Refine Learning II 'bump by 1' scoring rule #226

@michael-wojcik

Description

@michael-wojcik

Context

PR #224 added Learning II pattern-adjusted scoring to pact-variety.md. The rule says "if 3+ memories match a recurring pattern, bump the relevant variety dimension by 1." The architect reviewer noted this could be refined.

Suggestion

After gathering calibration data from orchestration_calibration memory entries:

  • Analyze whether "+1 bump" is the right magnitude (could be +2 for severe patterns)
  • Consider whether different pattern types warrant different adjustments
  • Evaluate if the "3+ memories" threshold is well-calibrated

Why deferred

Requires accumulated orchestration_calibration entries from real sessions. The current rule is a reasonable starting point.

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