Xinhong Data

If you're serious about Xiaohongshu analytics beyond basic follower counts, this gives you the deep data layer for strategic decisions. It's built for comprehensive account audits, tracking 90-day growth trajectories with velocity analysis, breaking down engagement quality beyond vanity metrics (comment depth, sentiment, save rates), and benchmarking against category averages. The content portfolio analysis alone categorizes your last 100 posts by type and format with performance matrices showing what actually drives saves versus shares. Not for quick daily checks or beginners who just need surface metrics. Use it when you need to justify budget, evaluate influencer partnerships, or build quarterly strategy with real comparative intelligence instead of guessing.

Install to Claude Code

npx -y skills add vivy-yi/xiaohongshu-skills --skill xinhong-data --agent claude-code