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feat(scoring): dual-window blend and expanded skill recognition#33

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mirland merged 3 commits into
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feat-scoring-window-rebalance
Jul 9, 2026
Merged

feat(scoring): dual-window blend and expanded skill recognition#33
mirland merged 3 commits into
mainfrom
feat-scoring-window-rebalance

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@mirland mirland commented Jul 8, 2026

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The scoring window was too large (6 months, flat weighting) so improvements took months to show up. A user who starts grounding every session would see their CI score diluted by months of ungrounded history.

This adds a dual-window blend: 65% weight on an exact 30-day rolling window plus 35% on the full analysis window. A dedicated accumulator tracks the recent window during the same file pass, so there's no approximation from calendar-month buckets. The default mirdash upload window also shrinks from 6 to 3 months.

Review skill detection now covers review-* prefixed skills (review-readability, review-risk, etc.) and adversarial protocols (judgment-day, jd-judge-*). The Discipline axis counts SDD task planning skills (sdd-tasks, sdd-ff) alongside TaskCreate/TaskUpdate.

mirland added 3 commits July 8, 2026 13:51
Improvements take months to reflect in AQ because all sessions in the window
carry equal weight. This adds a 30-day rolling window (65% weight) blended
with the full window (35% weight) so recent behavior dominates while history
stays as soft context.

Also shrinks the default mirdash upload window from 6 to 3 months, expands
review skill detection to cover review-* prefixed skills and adversarial
protocols (judgment-day, jd-judge-*), and counts SDD task planning skills
(sdd-tasks, sdd-ff) toward the Discipline axis alongside TaskCreate.
Guard all dual-window blend logic behind RECENCY_BLEND_ENABLED (default True).
When False, scoring falls back to the previous single-window behavior with no
recent accumulators or AQ blending. Regenerated scoring vectors after the
expanded task/review skill detection.
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mirland merged commit edb86b1 into main Jul 9, 2026
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