How-to · Marketing & Growth · By ScrapeCreators

How to use Outlier Post Finder in your AI agent

Install and use the Outlier Post Finder skill in Claude Code, Cursor, Codex, Gemini CLI, OpenCode, and Windsurf — with sample prompts.

What you'll get

This skill finds the posts, reels, videos, or tweets that did far better than a creator's or competitor's normal results. It compares each post against that account's own typical performance, explains the patterns behind the winners, and turns them into a practical swipe file. Marketers and creators get a ranked report with hooks to borrow and content ideas based on what actually worked.

Step 1 — Get the skill source URL

The Outlier Post Finder skill lives at:

Open ↗

Step 2 — Add it to your AI agent

Copy one of these prompts and paste it into your AI tool. The agent will fetch and install the skill for you.

Claude Code

Add the agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/outlier-post-finder to my project.

Cursor

Install this agent skill: https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/outlier-post-finder

Codex

Add this skill to .codex/skills/: https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/outlier-post-finder

Gemini CLI

Add the skill at https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/outlier-post-finder to my .gemini/skills/ directory.

OpenCode

Install this agent skill from https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/outlier-post-finder

Windsurf

Add this skill: https://github.com/ScrapeCreators/social-media-research-skills/tree/main/skills/outlier-post-finder

Step 3 — Try these prompts

Once the skill is installed, ask your AI things like:

  • Know which of a competitor's posts really took off and why
  • Building a swipe file of proven hooks and formats for your own content
  • Analyzing a creator before partnering with them or modeling their approach

What this skill does

  • Pulls recent public posts from TikTok, Instagram, YouTube, LinkedIn, X, Facebook, Threads, and Bluesky
  • Measures each post against the account's own typical results, not raw view counts
  • Ranks the biggest overperformers and explains why each one likely worked
  • Collects the exact hooks used in the top posts
  • Suggests new content ideas based on the winning patterns
SkillOutlier Post Finder
Made byScrapeCreators
CategoryMarketing & Growth
SourceView original ↗