{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "yuzzyuk-marketing-os--diagnose-ad-fatigue-production-brief",
 "repo": "Yuzzyuk/marketing-os",
 "repo_url": "https://github.com/Yuzzyuk/marketing-os",
 "repo_slug": "yuzzyuk-marketing-os",
 "title": "Diagnose ad fatigue and brief the next creatives",
 "page_title": "How to diagnose ad fatigue and brief the next creatives with Marketing OS",
 "summary": "Find which ad concepts are fatigued and get a ranked brief for the next batch.",
 "who": "A paid media manager whose ad performance is dropping and who needs to know which concepts to replace and what to make next.",
 "problem": "Running ads keep losing results and the team cannot tell whether the audience, the offer or the creative concept is wearing out.",
 "outcome": "A concept-level fatigue diagnosis and a ranked production brief, with generated assets if an ad MCP is connected.",
 "steps": [
  "Install the skill in Claude Code with `/plugin marketplace add Yuzzyuk/marketing-os`, then run `/plugin install marketing-os@marketing-os`.",
  "Fill in brand-context.md so the paid-ads module knows your brand and offer.",
  "Ask the agent to run the paid-ads module on your current ad performance data for <campaign name>.",
  "Review the concept-level fatigue diagnosis and the ranked production brief.",
  "If you have an ad-generation MCP such as Arcads connected, ask the agent to produce the briefed assets from the brief."
 ],
 "agent_prompt": "Using the marketing-os skill in the Yuzzyuk/marketing-os repo, run the paid-ads module on the performance data for <campaign name> and return a concept-level fatigue diagnosis with a ranked production brief. Verify that each ranked brief item names the concept it replaces and that no winner is declared from a handful of conversions.",
 "agents": [
  "claude-code",
  "codex",
  "cursor"
 ],
 "difficulty": "Advanced",
 "time": "PT60M",
 "basis": "readme",
 "caveat": "Asset generation only runs if an ad-generation MCP such as Arcads is connected, and the README does not describe any other ad platform integration.",
 "category": "Sales and marketing",
 "tags": [
  "Sales and marketing"
 ],
 "lang": "",
 "requirements": [
  "An agent that supports skills: Claude Code, Claude web or desktop with code execution enabled, Codex, or Cursor",
  "A filled-in brand-context.md file in your project root or .claude/ folder",
  "For ad asset generation only: a connected ad-generation MCP such as Arcads"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "Connecting an ad-generation MCP such as Arcads means you manage that service's account and credentials, so use keys scoped to the task and rotate them when the work ends."
  }
 ],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/yuzzyuk-marketing-os/diagnose-ad-fatigue-production-brief/",
 "md": "https://dedupedai.com/use-cases/yuzzyuk-marketing-os/diagnose-ad-fatigue-production-brief/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/yuzzyuk-marketing-os--diagnose-ad-fatigue-production-brief.json",
 "api_version": "v1"
}