audit-creative-fatigue

Name: audit-creative-fatigue
Availability: InStock
Author: largo2z9

Detect creative fatigue in Meta ads by analyzing declining performance signals.

1|Updated Apr 20, 2026

Search Tags:#meta ads #ad performance #creative fatigue #paid media #ctr analysis #roas monitoring

Ready to run

npx skills add https://github.com/Largo2z9/phantomos --skill audit-creative-fatigue

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: audit-creative-fatigue
Source: https://github.com/Largo2z9/phantomos/tree/main/.skills/skills/audit-creative-fatigue
Command: npx skills add https://github.com/Largo2z9/phantomos --skill audit-creative-fatigue

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps paid media operators identify creative fatigue before declining ad performance becomes a major issue by analyzing creative-level signals and surfacing evidence-based refresh recommendations.

Core Features & Use Cases

Creative Fatigue Detection: Evaluates Meta ad performance signals including CTR decay, CPM increases, frequency saturation, and ROAS decline to classify fatigue levels.
Operator Investigation Reports: Produces concise audits with observed data, confidence-based deductions, unknown factors, recommended levers, and an open decision question.
Use Case: A DTC growth team can scan active Meta creatives, identify ads showing fatigue patterns, and decide whether to trigger creative recomposition workflows.

Quick Start

Ask the skill to audit the current brand creatives for fatigue signals and provide prioritized refresh recommendations.

Frequently Asked Questions about audit-creative-fatigue

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I detect creative fatigue in Meta ads before performance drops?▼

Detect creative fatigue in Meta ads by analyzing declining performance signals like CTR decay, CPM increases, frequency saturation, and ROAS decline. This process evaluates ad-level insights data against canonical fatigue thresholds to classify fatigue levels and generate refresh recommendations.

What Meta ad performance metrics indicate creative fatigue?▼

Meta ad performance metrics that indicate creative fatigue include CTR decay, rising CPMs, frequency saturation, and ROAS decline. Monitoring these creative-level signals helps identify ads showing fatigue patterns and determine when to trigger creative recomposition workflows.

How do I audit paid media creatives for fatigue signals?▼

Audit paid media creatives for fatigue signals by scanning active Meta ad campaigns and analyzing ad-level insights data. The audit produces concise reports containing observed data, confidence-based deductions, unknown factors, recommended levers, and an open decision question for DTC growth teams.

Can I use creative fatigue detection for DTC paid media workflows?▼

Yes, creative fatigue detection applies directly to DTC paid media workflows involving Meta ads. It requires access validation and ad-level insights data to evaluate creative monitoring signals and generate evidence-based audit findings for deployed campaigns.

When should I trigger creative recomposition workflows for fatigued ads?▼

Trigger creative recomposition workflows when audits identify ads showing fatigue patterns through declining CTR, increasing CPM, frequency saturation, and ROAS decline. Evidence-based refresh recommendations from fatigue level classification guide the decision to recompose creatives before performance drops significantly.

What's included in a creative fatigue audit report?▼

A creative fatigue audit report includes observed data, confidence-based deductions, unknown factors, recommended levers, and an open decision question. It provides concise, evidence-based findings from analyzing ad-level performance signals to guide creative refresh decisions.