What makes Fatigue Frequency Manager notable?

1.1K downloads. Trust evidence available

How should Fatigue Frequency Manager be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

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... Skill: Fatigue Frequency Manager Owner: aaron-he-zhu Summary: 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... Tags: latest:19.0.0 Version history: v19.0.0 | 2026-07-24T14:36:55.162Z | auto fatigue-frequency-manager 19.0.0 - Updated SKILL.md for v19.0.0: version number bumped, metadata updated accordingly. -

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

19.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 19.0.0release · observed Jul 24, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17e1tg8pjra8dn1dvtq21sahx83hrxj:fatigue-frequency-manager

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-aaron-he-zhu-fatigue-frequency-manager/snapshot"

Documentation

CLAWHUB

86,795 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: fatigue-frequency-manager
slug: aaron-fatigue-frequency-manager
displayName: "Fatigue Frequency Manager · 广告疲劳检测"
summary: "广告疲劳检测/频次管理/换素材还是扩人群"
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: "19.0.0"
license: Apache-2.0
compatibility: "Claude Code and compatible agent-skill hosts"
homepage: "https://github.com/aaron-he-zhu/aaron-marketing-skills"
when_to_use: "Use when a scaled paid campaign shows rising frequency or falling CTR/CVR and the user needs a rotate-creative vs widen-audience vs hold decision, when diagnosing creative fatigue or audience saturation from a frequency + CTR/CVR trend export, or when setting frequency/decay thresholds for a scaling ad set. Not for producing the new creative (use ad-creative-builder) or the RQS gate score and vetoes (use ad-account-auditor)."
argument-hint: "<campaign/ad-set> [flight window]"
metadata: {"author": "aaron-he-zhu", "version": "19.0.0", "discipline": "ad", "phase": "scale", "geo-relevance": "low", "hermes": {"tags": ["marketing", "ad", "scale"], "category": "ad"}, "openclaw": {"emoji": "🎯", "homepage": "https://github.com/aaron-he-zhu/aaron-marketing-skills"}}
---

# 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 under `memory/ad/fatigue-frequency-manager/`.

- **Reads**: the ad set / campaign under review, a daily (or weekly) time-series export with impressions, reach, frequency, clicks/CTR, conversions/CVR and spend; the early-flight basel

_meta.json

{
  "ownerId": "kn73qjxwmbna25qq8q051epqt980sys5",
  "slug": "fatigue-frequency-manager",
  "version": "19.0.0",
  "publishedAt": 1784903815162
}

skill-card.md

## Description:

Analyzes paid-ad frequency, CTR, CVR, and reach trends against an early-flight baseline to diagnose creative fatigue or audience saturation and return Rotate-creative, Widen-audience, or Hold triggers per ad set.

This skill is ready for commercial/non-commercial use.

## Publisher:

[aaron-he-zhu](https://clawhub.ai/user/aaron-he-zhu)

### License/Terms of Use:

MIT-0

## Use Case:

Marketing operators and paid-growth teams use this skill to decide whether scaled ad sets need creative rotation, audience expansion, or a hold based on frequency, CTR, CVR, reach, and baseline trend data.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Unsafe ledger command examples can mishandle untrusted ad-set names.

Mitigation: Run ledger commands with structured arguments or properly quoted values; treat campaign names, ad-set names, CSV rows, and ad labels as data rather than executable instructions.

Risk: Campaign performance exports and saved summaries may retain sensitive account data.

Mitigation: Save outputs only when the user intends to keep campaign performance data in memory, and store only the minimum summary needed for follow-up decisions.

Risk: Single-day snapshots or learning-phase data can produce misleading fatigue recommendations.

Mitigation: Require a daily or weekly time series and a stable post-learning baseline before issuing Rotate-creative or Widen-audience guidance.

## Reference(s):

- [Fatigue Frequency Manager on ClawHub](https://clawhub.ai/aaron-he-zhu/skills/fatigue-frequency-manager)
- [Project homepage](https://github.com/aaron-he-zhu/aaron-marketing-skills)

## Skill Output:

**Output Type(s):** [text, markdown, shell commands, guidance]

**Output Format:** [Markdown fatigue read with per-ad-set diagnosis, trigger, caveats, handoff summary, and optional shell command examples]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Outputs should label figures as Measured, User-provided, or Estimated and avoid saving campaign performance data unless the user asks.]

## Skill Version(s):

19.0.0 (source: server release evidence and skill frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

distribution-manifest.json

{
  "capabilities": [
    "inline-delivery",
    "canonical-state-read"
  ],
  "capability_ceiling": "lite",
  "catalog_sha256": "6f0256cf52710f2916ecebaea0f3110c9313099ec4a69a11cac72ba9b2f3b940",
  "files": [
    {
      "bytes": 11141,
      "mode": "0644",
      "path": "SKILL.md",
      "sha256": "ee2ac43b790049683d2fbe03246f26358924aef7f4b2e6c1dcb7b62a2bbbaa8e"
    }
  ],
  "files_sha256": "5faf5c54107f3bab9abecbbef548b3fb3620fc9ab7c5a3c641b202f2d69736b1",
  "hash_algorithm": "sha256",
  "kind": "standalone-skill",
  "manifest_excludes": [
    "distribution-manifest.json"
  ],
  "manifest_path": "distribution-manifest.json",
  "package_ceiling": {
    "max_bytes": 1000000,
    "max_files": 64
  },
  "profile": "lite",
  "profile_definition_sha256": "4598e1f7bba667ef928ea2a60a6252ad9348086e9eecab29437db442df2a568e",
  "schema_version": "1.1",
  "source": {
    "commit": "f552620c278afddcb25d09637a0cfcc1ce48faf4",
    "repository": "aaron-he-zhu/aaron-marketing-skills"
  }
}

Github ReposUpdated 2d agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW

Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW

Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.