{"slug":"phillipclapham-flow-drift-detection","source_name":"phillipclapham/flow-drift-detection","name":"Phillipclapham/Flow Drift Detection","description":"Persistent agent state (continuity files, project memory, identity documents, accumulated decisions, \"facts\" sections) drifts from reality over time as the world changes and old assertions go stale. Use this skill to dispatch a fresh-context adversarial reviewer against accumulated state with explicit reality-check questions, surface stale facts and outdated claims, then archive or update what's drifted. Distinct from cold-read (which reviews fresh drafts pre-commit) — drift-detection reviews ST","version":1,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":156.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-03T01:59:20.527972+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":95.5,"without_pass_pct":36.4,"tokens_delta_pct":156.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-03T01:59:20.527972+00:00","run_id":"2da62d80-c28d-4e36-86f8-7a774eab9fcd","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":"69b9d399bdf9984f58dec38be201d0153a3a28f926dd7399f25c94ea1ad22074","raw_url":"https://app.decimal.ai/s/phillipclapham-flow-drift-detection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/phillipclapham-flow-drift-detection"}