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Built for the Claude Code community with Claude Code by @mertduzgun

Independent project, not affiliated with Anthropic
  1. Skills
  2. /
  3. piekill
  4. /
  5. xiaohongshu-summarizer-skill
  6. /
  7. Xiaohongshu Search Summarizer

Xiaohongshu Search Summarizer

Editor's Note

This automates scraping Xiaohongshu posts for any keyword you throw at it, bypassing the platform's aggressive anti-bot defenses by spinning up a headed Playwright browser that looks like a real user. It grabs the top N posts with their text, images, and comments, downloads everything locally, then hands you a raw markdown file. The real value is in phase two: Claude reads that file, actually views the images with vision capabilities, and synthesizes everything into a proper analytical report instead of just dumping post lists at you. You'll need playwright-cli and Python with requests installed. Useful when you're doing market research or competitive analysis and need to pull together what Chinese users are actually saying and showing about a topic on Little Red Book.

Install

npx skills add https://github.com/piekill/xiaohongshu-summarizer-skill --skill xiaohongshu-search-summarizer
Votes
0
Installs172
GitHub Stars6
First SeenJun 3, 2026
View on GitHub

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