Agent skill

fatigue-frequency-manager

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

aaron-he-zhu2,508★ · 1 repos on radarProfile →
claude-codeApache-2.0
Install
npx skills add aaron-he-zhu/aaron-marketing-skills --skill fatigue-frequency-manager --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 11 KB
Bundled scripts: none
Version: 19.1.0
Requires: Claude Code and compatible agent-skill hosts
Path: ad/scale/fatigue-frequency-manager/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 2,508
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Fatigue & Frequency Manager Reads a scaling ad set for **creative fatigue** and **audience saturation** — rising frequency, decaying CTR and CVR against an early-flight baseline — and returns a **Rotate-creative / Widen-audience / Hold** trigger per ad set. This works the ROAS **S** (spend-efficiency: CTR/CVR/frequency decay) and **R** (return protection) levers at scale. It does not build the replacement creative (`ad-creative-builder` owns that) and does not compute the RQS or run vetoes (`ad-account-auditor` owns the gate). ## Quick Start ```text Frequency on my prospecting set hit 6.2 and CTR halved over two weeks — is it fatigue, and do I rotate or widen? CVR held but CTR keeps sliding on the same creatives at scale — which trigger fires? Here's the daily campaign export for Ad Set A — read it for fatigue vs saturation ``` ## Skill Contract **Expected output**: a per-ad-set fatigue read — frequency now vs baseline, CTR and CVR decay slope against the early-flight baseline, the diagnosis (creative fatigue vs audience saturation vs neither), and one trigger (**Rotate-creative** / **Widen-audience** / **Hold**) with the threshold that fired — plus a handoff summary storable und

What's inside
Steps it walks through
  1. Quick Start
  2. Skill Contract
  3. Handoff Summary
  4. Data Sources
  5. Instructions
  6. Decision Gate
  7. Save Results
  8. Reference Materials
  9. Next Best Skill
More from aaron-marketing-skills
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About this skill
What does the fatigue-frequency-manager skill do?

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

How do I install it?

Run `npx skills add aaron-he-zhu/aaron-marketing-skills --skill fatigue-frequency-manager --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From aaron-he-zhu/aaron-marketing-skills, a repository with 2,508 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going