Tencent open-sources teamai-cli: share AI skills across team via Git review
aigclink · x · 2026-09-09
Tencent open-sourced teamai-cli, which turns one person's tuned AI experience into team-wide assets: skills, rules, hooks, and MCP configs go through Git-based PR review and sync automatically to 10 agents including Claude Code, Codex, and Cursor.
- Distribution via Git: teamai init <repo> makes a normal repo the team hub; teamai push opens a branch + MR, and once merged, a SessionStart hook runs teamai pull, dropping skills into each tool's native directory.
- Three distribution mechanisms: Roles (namespace isolation), Tags, and Sources (subscribe to other teams or public skill repos).
- MCP secrets referenced as ${VAR} and never committed.
- Friction signals: prompts you to capture lessons only when you interrupt, correct the AI, or it repeatedly retries and fails.
- Dashboard shows each member's intervention counts and token usage in real time.
Unlike prior single-user multi-agent tools, it targets multi-person agent setups and is reportedly the first to apply the code review process to AI resources. 2.4k GitHub stars so far.
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