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feat: add scripts/analyze_cold_streaks.py for sterility log analysis - #876
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Replays a deep_fuzzer_run_*.log as a per-parent stream of child outcomes (cold / warm / find / duplicate) and reports the cold breakdown, what ends each stone-cold run, the cold-streak distribution before finds, and a retirement-policy simulation across several K values so COLD_STERILITY_LIMIT can be re-assessed empirically against real runs. Closes #875 Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Summary
scripts/analyze_cold_streaks.pyto replay adeep_fuzzer_run_*.logand quantify cold-streak / sterility behavior.Kvalues — the empirical basis for re-tuningCOLD_STERILITY_LIMIT.Test plan
ruff check+ruff formatclean.Closes #875
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