{"slug":"phillipclapham-flow-web-verify-before-claiming","source_name":"phillipclapham/flow-web-verify-before-claiming","name":"Phillipclapham/Flow Web Verify Before Claiming","description":"Before asserting any factual claim about external tool behavior, API surface, library version, framework feature, current event, third-party service, or anything outside the agent's training cutoff or the immediate session context, web-research first. The trained default to \"assume what feels right\" is one of the most consistent sources of confident fabrication; the structural defense is a verification step at the claim boundary. Use when about to assert anything where being wrong has cost great","version":1,"lift":{"pass_rate_delta_pts":-32,"pass_rate_pct":48,"total_cases":25,"passed_cases":12,"tokens_delta_pct":237.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T02:04:10.746944+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":-32,"with_pass_pct":48,"without_pass_pct":80,"tokens_delta_pct":237.1,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":13,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-03T02:04:10.746944+00:00","run_id":"c3a9efa0-c08d-4121-afa1-1d3d8dad9761","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":"15a09c3ac83058a4fd853ce59f0323b13cd4f0dce1cb5b43bc52a0ecf65884ad","raw_url":"https://app.decimal.ai/s/phillipclapham-flow-web-verify-before-claiming/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/phillipclapham-flow-web-verify-before-claiming"}