fatigue-frequency-manager

aaron-he-zhu/aaron-marketing-skills Marketing & growth

fatigue-frequency-manager is a skill in aaron-he-zhu/aaron-marketing-skills, last changed 28 Oct 2026. It can name web addresses.

From the author

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

What it can touch

Names web addresses

How much a skill can do, not whether it is risky.

Pattern check

Nothing flagged

That isn't proof the skill is harmless.

Commit a59327c · 3 Nov 2026

How the check works

Pattern check: nothing flagged

That isn't proof the skill is harmless.

Install

Each tab says whether it installs commit a59327c, the one we checked, or the latest version.

OpenCode also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Goose also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Windsurf (Devin Desktop) also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Zed also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Roo Code also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Factory Droid also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Junie also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

Amp also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.

No install command here reaches Kiro. Copy the skill's folder into .kiro/skills/ in your project, or ~/.kiro/skills/ for all your projects. aaron-he-zhu/aaron-marketing-skills/ad/scale/fatigue-frequency-manager (opens in a new tab)

Antigravity also looks in .agents/skills/, so the Any agent steps reach it with This project. For All projects, see where Antigravity looks.

Cline also looks in .claude/skills/, so the Claude Code steps reach it with This project. For All projects, see where Cline looks.

No tab for your agent? Use Any agent for OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie and Amp. With This project, Any agent also reaches Antigravity and Claude Code reaches Cline. Kiro needs the folder copied by hand.

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/scale/fatigue-frequency-manager &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .claude/skills &&mkdir .claude/skills/fatigue-frequency-manager &&cp -R "$tmp"/ad/scale/fatigue-frequency-manager/. .claude/skills/fatigue-frequency-manager/ &&rm -rf "$tmp"

If Claude Code was already running and this created the skills folder, run /reload-skills.

Claude Code docs

Pinned to commit a59327c, the one we checked.

Skills in the Claude apps belong to your account rather than to a project.

Make fatigue-frequency-manager.zip, with the skill folder at the top level:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/scale/fatigue-frequency-manager &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&out="$(mktemp -d)" &&cp -R "$tmp"/ad/scale/fatigue-frequency-manager "$out"/fatigue-frequency-manager &&(cd "$out" && zip -qr - fatigue-frequency-manager) > fatigue-frequency-manager.zip &&rm -rf "$tmp" "$out"

In Claude, open Customize > Skills, select +, then + Create skill > Upload a skill, and choose fatigue-frequency-manager.zip.

On Free, Pro and Max plans, turn on Code execution and file creation (Create and edit files in newer settings) under Settings > Capabilities.

Claude apps docs

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/scale/fatigue-frequency-manager &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .agents/skills &&mkdir .agents/skills/fatigue-frequency-manager &&cp -R "$tmp"/ad/scale/fatigue-frequency-manager/. .agents/skills/fatigue-frequency-manager/ &&rm -rf "$tmp"

Codex picks up new skills on its own; restart it if this one does not appear.

Codex docs

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/scale/fatigue-frequency-manager &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .cursor/skills &&mkdir .cursor/skills/fatigue-frequency-manager &&cp -R "$tmp"/ad/scale/fatigue-frequency-manager/. .cursor/skills/fatigue-frequency-manager/ &&rm -rf "$tmp"

Cursor docs

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/scale/fatigue-frequency-manager &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .github/skills &&mkdir .github/skills/fatigue-frequency-manager &&cp -R "$tmp"/ad/scale/fatigue-frequency-manager/. .github/skills/fatigue-frequency-manager/ &&rm -rf "$tmp"

In a running Copilot CLI session, run /skills reload.

Or install it with gh skill, which also installs the commit we checked. Needs GitHub CLI 2.90 or later.

gh skill install aaron-he-zhu/aaron-marketing-skills ad/scale/fatigue-frequency-manager/SKILL.md@a59327cccb3b0925545bd9a6ab066ca3e9da675c --agent github-copilot --scope project

Copilot & VS Code docs

Pinned to commit a59327c, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/scale/fatigue-frequency-manager &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .gemini/skills &&mkdir .gemini/skills/fatigue-frequency-manager &&cp -R "$tmp"/ad/scale/fatigue-frequency-manager/. .gemini/skills/fatigue-frequency-manager/ &&rm -rf "$tmp"

In a running session, run /skills reload.

Or use Gemini CLI’s own installer. Installs the latest version, not the one we checked.

gemini skills install https://github.com/aaron-he-zhu/aaron-marketing-skills.git --path ad/scale/fatigue-frequency-manager --scope workspace

Gemini CLI docs

Pinned to commit a59327c, the one we checked.

OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity read .agents/skills in a project.

From your project's root folder:

tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/aaron-he-zhu/aaron-marketing-skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin a59327cccb3b0925545bd9a6ab066ca3e9da675c &&git -C "$tmp" sparse-checkout set -- ad/scale/fatigue-frequency-manager &&git -C "$tmp" checkout -q a59327cccb3b0925545bd9a6ab066ca3e9da675c &&mkdir -p .agents/skills &&mkdir .agents/skills/fatigue-frequency-manager &&cp -R "$tmp"/ad/scale/fatigue-frequency-manager/. .agents/skills/fatigue-frequency-manager/ &&rm -rf "$tmp"

Or use the skills CLI from skills.sh. Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.

npx skills@1.7.4 add aaron-he-zhu/aaron-marketing-skills --skill fatigue-frequency-manager

Agent Skills docs

Read SKILL.md first

Apache 2.0

Licence

3.1k

Repo stars

Folder last changed

Publisher

Files

Checked

3 Nov 2026

What it can touch

From the files and frontmatter at commit a59327c. This is how much a skill can do, not whether it is risky.

Names web addresses
It mentions outside web addresses the agent may visit. We list them but don't follow them.
Outside links we did not follow

Pattern check

Pattern check: nothing flagged · commit a59327c · 3 Nov 2026

We checked every text file in this skill, at commit a59327c on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check works Report an incorrect finding

Outside links we did not follow

https://github.com/aaron-he-zhu/aaron-marketing-skills

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

Agent Skills specPasses with warnings
The open format from agentskills.io, held to the strictest version of each rule among the agents we check.
- Warning
  The frontmatter uses [ ] or { } values. Most agents accept them, but the spec's validator (skills-ref) rejects the file. F4
  Fix: Write lists as "- item" lines and maps as indented key: value lines, without anchors or tags.
- Warning
  Fields outside the spec: slug, displayName, summary, version, homepage, when_to_use (read by Claude Code) and argument-hint (read by Claude Code and VS Code). Uploads to the Claude apps and API, and the spec's validator, reject the file; most agents ignore these fields. O1
  Fix: Delete them for a portable skill, or keep them if you only target the agents that read them.
- Warning
  metadata values should be text; hermes (a map) and openclaw (a map) are not. The spec's validator turns them into text; other readers may not. O4
  Fix: Quote each value, for example version: "1.0".
- Warning
  Paths that may not work once the skill is installed: line 40: ../../../references/skill-contract.md (outside the skill folder), line 44: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder), line 62: ../../../references/measurement-protocol.md (outside the skill folder), line 63: ../../../references/roas-benchmark.md (outside the skill folder) and 9 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  The first sentence of the description is 292 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
Claude CodePasses with warnings
Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.
- Warning
  Paths that may not work once the skill is installed: line 40: ../../../references/skill-contract.md (outside the skill folder), line 44: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder), line 62: ../../../references/measurement-protocol.md (outside the skill folder), line 63: ../../../references/roas-benchmark.md (outside the skill folder) and 9 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  The first sentence of the description is 292 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
- Note
  Claude Code ignores fields it doesn't know: slug, displayName, summary, version and homepage. O1
  Fix: Check the spelling against Claude Code's field list, or delete them.
Claude apps & API uploadFails
Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.
- Error
  Upload and packaging fail on fields outside the spec: slug, displayName, summary, version, homepage, when_to_use and argument-hint. O1
  Fix: Delete them, and keep your own data under metadata as text values.
- Warning
  Paths that may not work once the skill is installed: line 40: ../../../references/skill-contract.md (outside the skill folder), line 44: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder), line 62: ../../../references/measurement-protocol.md (outside the skill folder), line 63: ../../../references/roas-benchmark.md (outside the skill folder) and 9 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  The description is 440 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4
  Fix: If the claude.ai upload refuses it, trim the description to 200 characters.
- Note
  metadata values should be text; hermes (a map) and openclaw (a map) are not. The spec defines metadata as text to text. O4
  Fix: Quote each value, for example version: "1.0".
OpenAI (Codex & API)Passes with warnings
Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.
- Warning
  Fields outside the spec: slug, displayName, summary, version, homepage, when_to_use and argument-hint. Codex ignores them; OpenAI doesn't say whether its upload accepts them. O1
  Fix: Delete them, or move your own data under metadata as text values.
- Warning
  metadata values should be text; hermes (a map) and openclaw (a map) are not. OpenAI's upload follows the spec's text-to-text rule. O4
  Fix: Quote each value, for example version: "1.0".
- Warning
  Paths that may not work once the skill is installed: line 40: ../../../references/skill-contract.md (outside the skill folder), line 44: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder), line 62: ../../../references/measurement-protocol.md (outside the skill folder), line 63: ../../../references/roas-benchmark.md (outside the skill folder) and 9 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  The first sentence of the description is 292 characters. Agents shorten long descriptions, so lead with the main job. D8
  Fix: Start with one short sentence that names the job.
VS Code & CopilotPasses with warnings
VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.
- Warning
  Paths that may not work once the skill is installed: line 40: ../../../references/skill-contract.md (outside the skill folder), line 44: ../../../CONNECTORS.md (outside the skill folder), line 54: ../../../SECURITY.md (outside the skill folder), line 62: ../../../references/measurement-protocol.md (outside the skill folder), line 63: ../../../references/roas-benchmark.md (outside the skill folder) and 9 more. B6
  Fix: Use forward-slash paths relative to SKILL.md, and copy shared files into the skill.
- Note
  VS Code ignores fields it doesn't support: slug, displayName, summary, version, homepage and when_to_use. O1
  Fix: Delete them unless another agent you target reads them.

SKILL.md

Read SKILL.md on GitHub

Files

1 file

Path	Size
SKILL.md (opens in a new tab)	10.9 KB

More from aaron-he-zhu/aaron-marketing-skills

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Same category, most repo stars first.

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At a glance

What it can touch

Pattern check

Install

Claude Code

Claude apps

Codex

Cursor

Copilot & VS Code

Gemini CLI

Any agent

What it can touch

Pattern check

Outside links we did not follow

Format check

SKILL.md

Files

More from aaron-he-zhu/aaron-marketing-skills

Other Marketing & growth skills