imkalyan/patter
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imkalyan/patterimkalyan/patterA review-priority queue ranked by each commit's change-risk — the shape of the diff (size, diffusion, author familiarity), banded relative to this repo's own history.
Change-risk is a calibrated linear model over each commit's diff shape (size, diffusion, author experience). Backtested leave-one-repo-out it scores 0.772 AUC vs 0.766 for a churn-only baseline — a ranking aid for review order, not a verdict. Priority is relative to this repo's own distribution.
Commits
0
with change-risk
High priority
0
top tercile (loaded)
Fix commits
0
bug-fix subjects
Avg entropy
0.00
change diffusion
Per-commit change-risk is captured on the next full index of this repo.