{"slug":"aaron-he-zhu-narrative-drift-monitor","source_name":"aaron-he-zhu/narrative-drift-monitor","name":"Aaron He Zhu/Narrative Drift Monitor","description":"Use when the user asks to \"check if our surfaces have drifted from the canon\", \"watch for competitor repositioning\", or \"define when we should reposition\"; produces a drift report — self-drift per flagship surface vs the narrative-registry canon over time (via wayback.py, change history Measured with as-of dates), competitor-repositioning alerts, an explicit repositioning-trigger condition set, and a D1/W1/M1 message-shift retro (intended vs actual pull-through, evidence-labeled) — feeding the T","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":110.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T23:01:51.507824+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":86.4,"without_pass_pct":18.2,"tokens_delta_pct":110.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T23:01:51.507824+00:00","run_id":"197890c0-48fc-4fde-b11b-650177d53aee","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":"Apache-2.0","install_count":0,"manifest_hash":"359f597baf932ef0fd13a7008612dbe9b40e3778ad4fb9020865259ad57ab864","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-narrative-drift-monitor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-narrative-drift-monitor"}