{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "scrapecreators-social-media-research-skills--find-a-creators-outlier-posts",
 "repo": "ScrapeCreators/social-media-research-skills",
 "repo_url": "https://github.com/ScrapeCreators/social-media-research-skills",
 "repo_slug": "scrapecreators-social-media-research-skills",
 "title": "Find a creator's posts that beat their usual numbers",
 "page_title": "How to find a creator's posts that beat their usual numbers with Social Media Research Skills",
 "summary": "Ask your agent to run the outlier-post-finder skill on any public creator and get the posts that beat their own baseline, plus the hooks and patterns behind them.",
 "who": "A content marketer, creator or social media manager deciding what to post next and studying which formats work for others in the niche.",
 "problem": "Raw view counts mislead: a big account's average post looks like a hit, and you cannot see what made a small creator's post break out.",
 "outcome": "An outlier table judged against the creator's own normal performance, with repeatable patterns, hooks to reuse and links to each post.",
 "steps": [
  "Install the skills: `npx skills add ScrapeCreators/social-media-research-skills`",
  "Get a key at scrapecreators.com and set `export SCRAPECREATORS_API_KEY=sk_...`",
  "Start your agent (Claude Code, Cursor, Codex, Gemini CLI and others work)",
  "Ask, for example: Find the outlier posts for @starterstory on YouTube Shorts from the latest page of videos",
  "Review the table and the patterns it pulled out",
  "Follow up with creator-profile-teardown for a full playbook on that account"
 ],
 "agent_prompt": "Use the outlier-post-finder skill to find outlier posts for <@handle> on <platform> over the latest page of posts. Give me a table with views versus their baseline and links, then the three patterns and five hooks I should test.",
 "agents": [
  "claude-code",
  "cursor",
  "codex",
  "gemini-cli"
 ],
 "difficulty": "Beginner",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "Public data only; the skills do not reach logged-in or private content.",
 "category": "Sales and marketing",
 "tags": [
  "Sales and marketing"
 ],
 "lang": "python",
 "requirements": [
  "A ScrapeCreators API key",
  "An agent supporting the Agent Skills spec"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "The ScrapeCreators API key is billed per request, so keep it private and out of commits."
  }
 ],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/scrapecreators-social-media-research-skills/find-a-creators-outlier-posts/",
 "md": "https://dedupedai.com/use-cases/scrapecreators-social-media-research-skills/find-a-creators-outlier-posts/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/scrapecreators-social-media-research-skills--find-a-creators-outlier-posts.json",
 "api_version": "v1"
}