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This skill establishes an 'Iron Law' for AI coding tasks, mandating that no work be declared finished without fresh, verifiable evidence from test runs, builds, or linters. By implementing a structured five-step Gate Function—Identify, Run, Read, Verify, and Claim—it eliminates the risk of hallucinated success, premature PRs, and regressions. It is particularly valuable for developers who require high-integrity code cycles and want to ensure that every 'bug fix' or 'feature completion' is backed by actual execution data rather than mere confidence.