How hexiaofeier/tanzi works
tanzi is an agent-operated, read-only workflow for collecting traceable public information across selected platforms. The principal flow is: frame a research question and search plan, choose and prepare channels, collect candidates, read available content, assess coverage and failures, then deliver a sourced list and report. The graph combines documented Skill capabilities with sampled WeChat and Xiaohongshu scripts; other platform routes are documented but their implementation is not present in the sampled source.
Main entry points: SKILL.md Compatible agent · cli.mjs WeChat CLI · collector.mjs WeChat collector · xhs-read.mjs Xiaohongshu reader
Components 16
Research workflow
- Compatible agent
skills/tanzi/SKILL.md - Search planning
skills/tanzi/references/search-plan.md - Channel routing
skills/tanzi/references/channels.md - Tool and access checks
skills/tanzi/references/setup.md - WeChat guidance
skills/tanzi/references/wechat.md
Collection integrations
- WeChat CLI
skills/tanzi/scripts/wechat/cli.mjs - WeChat collector
skills/tanzi/scripts/wechat/collector.mjs - Xiaohongshu reader
skills/tanzi/scripts/xhs-read.mjs
Evidence delivery
- Evidence guidance
skills/tanzi/references/corpus.md - Research deliverables
External systems
- Researcher
- Platform tools
- Public platforms
- Sogou WeChat search
- OpenCLI adapters
- Browser extension
Connections 16
- Researcher → Compatible agent: requests research
- Compatible agent → Search planning: plans queries
- Compatible agent → Channel routing: selects channels
- Compatible agent → Tool and access checks: checks access
- Compatible agent → Platform tools: uses tools
- Platform tools → Public platforms: searches or reads
- Compatible agent → WeChat guidance: follows guidance
- Compatible agent → WeChat CLI: runs command
- WeChat CLI → WeChat collector: calls
- WeChat collector → Sogou WeChat search: requests pages
- Compatible agent → Xiaohongshu reader: runs fallback
- Xiaohongshu reader → OpenCLI adapters: loads adapters
- OpenCLI adapters → Browser extension: opens owned tab
- Browser extension → Public platforms: reads visible content
- Compatible agent → Evidence guidance: applies evidence rules
- Compatible agent → Research deliverables: produces report and list