Tencent open-sources TeamAI-CLI after 6 months of internal use to turn team knowledge into one git repo for agents
Roger_M_Taylor · x · 2026-09-17
Tencent AI announced it has open-sourced TeamAI-CLI, which it says has been used internally since March; the repo already has 4.7k stars.
The idea: put your team's skills, rules, and docs into one git repo so every AI agent works from the same handbook.
- Git-based: knowledge lands via merge requests, fully auditable
- Hook-triggered: merged changes reach everyone's next agent session
- Confidence-ranked: each learned rule earns confidence from real usage; strong ones surface first, weak ones sink
- Works with Claude Code, Codex, Cursor, OpenCode, CodeBuddy, and WorkBuddy
In short, one person's hard-won workaround becomes the whole team's default. Install with npm install -g teamai-cli.
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