Classify whether one completed public GitHub Actions failure is a confirmed or likely flake, a new or structurally recurring failure, or inconclusive by comparing exact run attempts, same-SHA outcomes, job-and-failed-step fingerprints, and up to 12 earlier matching workflow runs. Returns an evidence-linked retry decision and explicit coverage without rerunning or executing code.

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