This project provides a suite of specialized AI agent skills designed for comprehensive social media research. It empowers AI agents to automate complex workflows, such as identifying outlier content, analyzing user comments, deconstructing competitor strategies, and evaluating ad libraries across numerous platforms like TikTok, Instagram, YouTube, Reddit, X/Twitter, and LinkedIn. The primary benefit is transforming raw public social data into actionable business intelligence and research artifacts.

How It Works

The system adopts a "workflow-first, API-second" design philosophy, prioritizing user-defined business outcomes over direct API calls. It utilizes the ScrapeCreators API as its data layer to fetch public social data. Key design principles include baseline-aware analysis (comparing performance against a creator's norm), preserving exact audience language verbatim, and generating actionable outputs like patterns, recommendations, or CSVs, always with cited sources for transparency.

Quick Start & Requirements

• Install: npx skills add ScrapeCreators/social-media-research-skills
• Prerequisites: Set the SCRAPECREATORS_API_KEY environment variable.
• Compatibility: Works with AI agents supporting the Agent Skills spec, including Claude Code, Cursor, OpenAI Codex, GitHub Copilot, Gemini CLI, Windsurf, and VS Code.
• Links: ScrapeCreators API Documentation, Agent Skill Docs

Highlighted Details

• Supports research across TikTok, Instagram, YouTube, Reddit, X/Twitter, LinkedIn, Facebook, Threads, Bluesky, Pinterest, Rumble, and major ad libraries (Meta, Google, LinkedIn).
• Offers distinct skills for outlier post detection, transcript analysis, comment mining, competitor analysis, ad library teardowns, trend discovery, influencer prospecting, audience evaluation, social listening, product demand research, creator teardowns, and content repurposing.
• Outputs are structured as actionable artifacts (e.g., VOC reports, competitor briefs, prospect lists) and include source URLs and verbatim quotes where applicable.

Maintenance & Community

No specific details regarding maintainers, community channels (e.g., Discord, Slack), or roadmap are provided in the README.

Licensing & Compatibility

The README does not specify the project's license or provide compatibility notes for commercial use.

Limitations & Caveats

This tool is strictly limited to processing public social data. Its functionality and the quality of insights are dependent on the ScrapeCreators API's capabilities and the availability of data on the supported platforms.