DEDUPED Hot AI repos, turned into use cases Get the Monday 5

How to find a creator's posts that beat their usual numbers with Social Media Research Skills

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.

Short answer: Install the skills: npx skills add ScrapeCreators/social-media-research-skills; then 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). All steps.

  • Top pick
  • Sales and marketing
  • Beginner
  • 15 minutes
  • From the README
  • Claude Code
  • Cursor
  • Codex
  • Gemini CLI

Credentials. The ScrapeCreators API key is billed per request, so keep it private and out of commits.

Who it is forA content marketer, creator or social media manager deciding what to post next and studying which formats work for others in the niche.

The problemRaw 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.

The outcomeAn outlier table judged against the creator's own normal performance, with repeatable patterns, hooks to reuse and links to each post.

What you need first

  • A ScrapeCreators API key
  • An agent supporting the Agent Skills spec

Steps

  1. Install the skills: npx skills add ScrapeCreators/social-media-research-skills
  2. Get a key at scrapecreators.com and set export SCRAPECREATORS_API_KEY=sk_...
  3. Start your agent (Claude Code, Cursor, Codex, Gemini CLI and others work)
  4. Ask, for example: Find the outlier posts for @starterstory on YouTube Shorts from the latest page of videos
  5. Review the table and the patterns it pulled out
  6. Follow up with creator-profile-teardown for a full playbook on that account

Prompt for your agent

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.

Caveat. Public data only; the skills do not reach logged-in or private content.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for ScrapeCreators/social-media-research-skills and "Find a creator's posts that beat their usual numbers"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

Share: X LinkedIn Hacker News Email Copy link

Third-party repos we don't own. AI-written use cases can be wrong. Disclaimer