TeamAI — Make Every Team AI Native
TeamAI manages your team's skills, rules, MCP, and knowledge across Claude Code, Codex, CodeBuddy, WorkBuddy, OpenCode, Cursor, and other AI agents.
Contributors
Thanks to everyone who has contributed to TeamAI!
Made with contrib.rocks.
Quick Start
Install
npm install -g teamai-cli
Team admin / solo user
Create a shared-experience repo on your git host (GitHub, GitLab, GitCode, CNB, TGit, or a private Git service), grant write access to team members, then run teamai init https://github.com/yourorg/yourrepo.
No team repo yet? Start from a template pre-loaded with production-ready skills, rules, and review agents. Browse the teamai-hub org, click Use this template, then
teamai initagainst your new repo.
Team members
# Choose one, depending on where you want resources installed
# Project-scope init (default, resources installed under the project directory)
cd /path/to/my-project
teamai init https://github.com/yourorg/yourrepo
# Or, user-scope init (resources installed under ~/)
teamai init https://github.com/yourorg/yourrepo --scope user
Once initialized, every AI session automatically pulls the latest skills / rules and other Harness updates published by admins — no manual sync needed.
Full usage guide: docs/usage-guide.md (中文版) — covers everything from team creation to day-to-day use.
Product architecture
Team Execution × Team Context (beta) × Team Improvement (beta):
| Layer | Job | In this CLI today |
|---|---|---|
| Team Execution | Make every agent work the team's way | init / pull / push, skills, rules, agents, hooks, MCP, env |
| Team Context (beta) | Make every agent understand the team | recall, learnings, codebase graph, teamwiki... |
| Team Improvement (beta) | Make every execution improve the team | friction-based share-learnings, sessions, digest, dashboard... |
Overview
| Agent | Team Execution | Team Context (beta) | Team Improvement (beta) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| skills | rules | docs | env | agents | hooks | mcp | learnings | codebase | teamwiki | usage | sessions | dashboard | |
| Claude Code | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Codex | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓< |