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This skill acts as a rigorous quality gate for Claude, preventing premature claims of success or completion. It mandates a strict 'Gate Function' that requires identifying, running, and analyzing fresh verification evidence—such as test outputs, build logs, and linter results—before any assertions are made. By eliminating assumptions and phrases like 'it should work' or 'it seems fixed,' this skill ensures that every code change is backed by verifiable data, significantly reducing regressions and maintaining high development standards.