{"slug":"aaron-he-zhu-fatigue-frequency-manager","source_name":"aaron-he-zhu/fatigue-frequency-manager","name":"Aaron He Zhu/Fatigue Frequency Manager","description":"Use when the user asks to \"is my ad fatiguing\", \"why is CTR dropping at scale\", or \"should I rotate creative / widen the audience\"; reads frequency, CTR and CVR decay against an early-flight baseline and returns Rotate-creative / Widen-audience / Hold triggers with a per-ad-set fatigue read. Not for building the replacement creative — use ad-creative-builder; not for the RQS score or vetoes — use ad-account-auditor. 广告疲劳检测/频次管理/换素材还是扩人群","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":63.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T06:46:05.411687+00:00"},"skill_score":0.6818,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":68.2,"without_pass_pct":13.6,"tokens_delta_pct":63.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T06:46:05.411687+00:00","run_id":"e9ed023f-9770-4cd6-8a9f-201cb6f57110","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":"e4e5799281d24a3051f25c328448c6fe9f46bd09cdcde91213c80a0e1da8bd59","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-fatigue-frequency-manager/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-fatigue-frequency-manager"}