Tencent Open Sources TeamAI-CLI: A Git-Backed Shared Handbook for AI Agents

Tencent AI ·

Key Info

Tencent has open sourced TeamAI-CLI, a tool it has used internally since March. It turns team knowledge into a single git repository so every AI agent works from the same shared handbook.

Highlights

  • Git-based: skills, rules and docs live in one repo, with all changes going through merge requests.
  • Hook-triggered: merged changes automatically take effect in every agent's next session.
  • Each learning accumulates confidence from real usage, so strong knowledge surfaces first and weak knowledge sinks.
  • Works with Claude Code, Codex, Cursor, OpenCode, CodeBuddy and WorkBuddy.
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