ad-fatigue-check
SolidDetect creative fatigue across active ads — rising frequency, declining CTR week-over-week, and CPM drift — score each ad FATIGUED / WATCH / FRESH, and hand the evidence to a creative refresh. Use when the user asks whether creatives are worn out, why CTR is falling, if frequency is too high, when to rotate or refresh ads, or requests クリエイティブ疲弊チェック / 広告の疲弊を確認 / フリークエンシーが高い / CTRが落ちてきた / そろそろ差し替え時か. Reads active ads per platform, applies documented fatigue thresholds with noise guards, and routes fatigued ads to /creative-generate or /creative-refresh.
Install
Quality Score: 87/100
Skill Content
Details
- Author
- logly
- Repository
- logly/mureo
- Created
- 5 months ago
- Last Updated
- yesterday
- Language
- Python
- License
- Apache-2.0
Bundled in these plugins
Similar Skills
Semantically similar based on skill content — not just same category
ad-fatigue
Decides whether an ad is genuinely fatigued or its owner is impatient, using a two-condition rule, frequency above four and click-through down thirty percent against that ad's own baseline and never another ad's, then returns a refresh-or-retire call per ad. Use when a previously working ad suddenly got expensive, and before killing anything. Boundary: `anomaly-detection` tests any metric series against its own trailing variability; this applies one fixed creative rule.
ad-fatigue-detector
Diagnoses whether an ad is genuinely fatigued, never worked in the first place, is a victim of an account-wide or seasonal shift, or simply hasn't had enough data yet — and says which, with the evidence. Use whenever someone mentions creative fatigue, ad fatigue, frequency, "my ads stopped working", declining CTR or CPM creep, "should I refresh this creative", performance dropping off, or asks why a Meta / TikTok / YouTube / display ad that used to work no longer does. On Google or Microsoft Search, use this only for ad-copy decay on a specific ad — a broader search decline is usually query mix, bids, or Quality Score, so search-term-miner or quality-score-fixer fits better.
creative-health
Assess ad creative fatigue across active campaigns — scores each creative 0-100 via creative-fatigue-predictor.py (CTR, CPM, and engagement vs baseline, frequency saturation, time running), predicts days until fatigue, and delivers refresh briefs, A/B test plans, and a priority list ranked by estimated spend waste. Triggers on "/digital-marketing-pro:creative-health", "are our ads fatiguing", "CTR is dropping on our ads", "when should we refresh creatives", "which ads are wasting spend". Needs per-creative performance data (exported or from connected ad platform MCPs). Analysis and recommendations only — it does not pause or launch ads. Reads the brand profile and visual-identity restrictions for refresh constraints.