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ScrapeCreators/social-media-research-skills

A set of AI agent skills that run social media research workflows across TikTok, Instagram, YouTube, Reddit, X and more, powered by ScrapeCreators.

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What is it?

This repository contains agent skills that let AI coding assistants such as Claude Code, Cursor and Codex carry out social media research tasks. Each skill covers a business outcome, such as finding outlier posts that beat a creator's normal performance, mining comments for objections and audience language, summarizing video transcripts, or tearing down competitor strategies and active ads.

The skills pull public data from platforms including TikTok, Instagram, YouTube, Reddit, X, LinkedIn, Facebook, Threads, Bluesky, Pinterest and Rumble, plus Meta, Google and LinkedIn ad libraries. They use the ScrapeCreators API as the data layer, which requires an API key set in the environment. A separate scrapecreators-api skill handles routing raw requests to the right endpoint.

Outputs are meant to be artifacts rather than raw JSON, such as outlier tables, VOC reports, competitor briefs and trend summaries, with source URLs included where possible. Installation uses the npx skills add command.

Key features

  • 01Finds outlier posts measured against a creator's own baseline performance.
  • 02Mines comments for questions, objections, pain points and exact audience language.
  • 03Summarizes video transcripts into hooks, claims and quotable lines.
  • 04Analyzes competitor social strategy and active Meta, Google and LinkedIn ads.
  • 05Discovers trending topics, hashtags and short-form formats in a niche.
  • 06Routes raw requests to ScrapeCreators endpoints through a dedicated API skill.

Use cases

  • Content marketers identifying formats and hooks that outperform a creator's usual posts.
  • Product teams validating ideas by reading Reddit and comment discussions.
  • Marketers reviewing competitors' active ads and planning A/B tests.
  • Researchers building influencer prospect lists from public profile data.

Quick start

  1. 1

    Install the skills with npx

    npx skills add ScrapeCreators/social-media-research-skills
  2. 2

    Get a ScrapeCreators API key at scrapecreators.com

  3. 3

    Set your API key as an environment variable

    export SCRAPECREATORS_API_KEY=sk_...

Things to know

  • Requires a ScrapeCreators API key to fetch social data.
  • Only public social data is covered; private or logged-in content is not accessible.

Topics

#agent-skills#social-media#ai-agents#market-research#competitor-analysis#social-media-research#claude-code#claude-skills#content-marketing#cursor

FAQ

What is social-media-research-skills?
A set of AI agent skills that run social media research workflows across TikTok, Instagram, YouTube, Reddit, X and more, powered by ScrapeCreators. This repository contains agent skills that let AI coding assistants such as Claude Code, Cursor and Codex carry out social media research tasks. Each skill covers a business outcome, such as finding outlier posts that beat a creator's normal performance, mining comments for objections and audience language, summarizing video transcripts, or tearing down competitor strategies and active ads.
Is social-media-research-skills free to use? What license does it have?
social-media-research-skills is open source under the MIT license. Check the license terms before using it in commercial products.
Is social-media-research-skills still maintained?
Updated within 6 months. The last commit to social-media-research-skills was on Aug 26, 2026.
What can I use social-media-research-skills for?
Content marketers identifying formats and hooks that outperform a creator's usual posts. Product teams validating ideas by reading Reddit and comment discussions. Marketers reviewing competitors' active ads and planning A/B tests. Researchers building influencer prospect lists from public profile data.
How do I install social-media-research-skills?
Install the skills with npx: npx skills add ScrapeCreators/social-media-research-skills Get a ScrapeCreators API key at scrapecreators.com Set your API key as an environment variable: export SCRAPECREATORS_API_KEY=sk_...
Where can I get social-media-research-skills?
The source code and installation instructions are on GitHub: https://github.com/ScrapeCreators/social-media-research-skills

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