TikTok User Insight
why20261/tiktok-user-insight
Agent skill that pulls public TikTok search, creator and comment data as JSON for audience research
TikTok User Insight is an agent skill that fetches public TikTok search results, creator posts and video comments as structured JSON for audience and product opportunity analysis.
What TikTok User Insight does
The skill provides three Node.js command-line tools. search-cli.js searches by keyword with relevance or most-likes sorting and a time window, post-cli.js lists a creator's latest or hottest public posts from a profile URL or username, and comment-cli.js pulls comments and engagement data for a video URL or ID. Output is plain JSON on stdout with status, request, metadata, results and warnings fields, while logs go to stderr, and exit codes separate success, runtime errors and token problems.
The agent then analyzes the data for topics, competitor content strategy, comment sentiment and creator lists. The README says it needs only Node.js 16.14.0 or newer with no third-party npm packages, and that it reads public data only, with no login and no write actions. Access requires a GUAIKEI_API_TOKEN from the guaikei.com service, billed per API call, and the token is sent to that provider with each request. The README is in Chinese, the repository is tagged for Hermes among many other agents, and the license is MIT.
Key features
- Keyword search with sorting by relevance or most likes and a time window filter
- Creator post listing by profile URL or username
- Video comment and engagement data by URL or ID
- Plain JSON output with a status field, warnings and clear exit codes
- No third-party npm dependencies
When to use it
- Finding the most-liked videos for a keyword
- Studying a competitor creator's posting rhythm and best-performing posts
- Summarizing what viewers say in a video's comments
Who it is for: Marketers, cross-border sellers and product researchers who want an AI agent to analyze public TikTok data.
How it fits with Hermes Agent
A general skill tagged hermes-skill alongside tags for Claude Code, Codex, OpenClaw and others. The README gives no Hermes-specific install steps.
Requirements: Node.js 16.14.0 or newer, and a GUAIKEI_API_TOKEN from the guaikei.com service
Note: It needs a GUAIKEI_API_TOKEN from the guaikei.com service, which the README says bills per API call.
FAQ
What is TikTok User Insight?
TikTok User Insight is an agent skill that gives an AI agent three read-only tools for public TikTok data: keyword search, creator posts and video comments, all returned as JSON.
Does TikTok User Insight work with Hermes Agent?
The repository is tagged hermes-skill along with tags for Claude Code, Codex, OpenClaw and other agents. The README itself gives no Hermes-specific setup, so check how your Hermes installation loads skill folders.
Does TikTok User Insight cost money to use?
The code is MIT licensed, but data comes from a paid third-party service. The README says billing is by API call volume, and failed calls are not billed.
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