{"slug":"phillipclapham-flow-structural-invariants","source_name":"phillipclapham/flow-structural-invariants","name":"Phillipclapham/Flow Structural Invariants","description":"When writing code, designing systems, or specifying processes that require verification (a check passes, a precondition holds, an invariant is preserved), do not rely on discipline (\"remember to check X\") when you can make verification structurally unskippable at the failure point. Verification in a different layer than the mechanism it verifies can be silently defeated when load or execution order bypasses it. The fix is never \"verify harder\" — it is always \"make verification structurally unski","version":1,"lift":{"pass_rate_delta_pts":-100,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":102.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T02:10:55.168289+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":-100,"with_pass_pct":0,"without_pass_pct":100,"tokens_delta_pct":102.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T02:10:55.168289+00:00","run_id":"fffb834e-ccf4-4113-bd05-17c6f2ccb6cd","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"733bfc25a879ec6637926324033f09c10d05fee298b5c80c37986fda84f7f5f2","raw_url":"https://app.decimal.ai/s/phillipclapham-flow-structural-invariants/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/phillipclapham-flow-structural-invariants"}