Agent Skills: lisa-verification-lifecycle

Verification lifecycle: confirm quality gates, classify types, discover tools, fail fast, plan, execute, codify (turn each passing verification into a regression test), spec conformance (verify shipped work matches the spec), loop. Quality gates (tests/typecheck/lint) are prerequisites, NOT verification. Verification means running the actual system and observing results.