scrapecreators/social-media-research-skills ? reverse-engineered prompt

Build me a set of AI agent skills for social media research that can turn public posts, comments, transcripts, and ads into useful business insights.

I want the agent to be able to find standout posts, analyze what is working for creators and brands, mine comments for pain points and buying intent, compare competitors, discover trends, tear down ads, and turn all of that into clear reports, tables, and content ideas. It should work across places like TikTok, Instagram, YouTube, Reddit, X, LinkedIn, Facebook, Threads, Bluesky, Pinterest, Rumble, and ad libraries, using public data only.

Make it easy to plug into tools like Cursor or Claude Code, and have it use the ScrapeCreators API key when needed. If you need current docs or endpoint details, look them up online. Keep the output practical and research focused, with cited sources wherever possible, and make each workflow produce something I can actually use, not just raw data.