A powerful CLI orchestration tool for deploying and managing self-organizing AI agent swarms with built-in task dependencies and git isolation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install clawteam-skill
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install clawteam-skill using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is ClawTeam?
ClawTeam is a specialized coordination layer designed to transform single AI instances into a synchronized multi-agent swarm. By leveraging git worktree isolation, tmux windowing, and a robust filesystem-based messaging protocol, it allows developers to launch complex team structures that work in parallel on shared repositories without merge conflicts.
Built as a core component for Openclaw Skills, ClawTeam provides a structured environment where agents can communicate, report progress via Kanban boards, and manage tasks through a strictly defined lifecycle. It excels in scenarios requiring high-throughput development, such as automated code reviews, financial analysis swarms, or collaborative research paper generation.
ClawTeam Use Cases
- Creating self-organizing agent teams to build complex web applications from scratch.
- Running parallelized code reviews across large-scale repositories using git worktree isolation.
- Coordinating a hedge-fund analysis swarm where multiple agents track different market sectors.
- Managing complex research projects by breaking them into dependent tasks for specialized agents.
- Orchestrating multi-agent workflows via remote channels like Feishu or Telegram with interactive approval cards.
How ClawTeam Works
- Team Initialization: A leader agent creates a team environment and defines the overarching goal using the CLI.
- Task Decomposition: The goal is broken down into granular tasks with defined owners and optional blocking dependencies.
- Agent Spawning: Individual worker agents are launched, each receiving a dedicated tmux window and a unique git branch via worktrees.
- Execution & Messaging: Agents execute their assigned tasks while communicating status updates and sharing data through point-to-point or broadcast messaging.
- Monitoring: The leader or human operator monitors progress via a terminal-based Kanban board or a web dashboard.
- Convergence: Upon task completion, the leader merges agent branches and generates a final report including cost and performance metrics.
ClawTeam Setup
ClawTeam requires the clawteam binary to be pre-installed in your system path. You can install it from the official repository and verify the installation with the following commands:
# Install the ClawTeam CLI
pipx install "git+https://github.com/win4r/ClawTeam-OpenClaw.git"
# Verify the installation
which clawteam
clawteam --version
# Run a health check to ensure the environment is ready
clawteam config health
ClawTeam Data Schema & Taxonomy
ClawTeam maintains a strict organizational structure within the ~/.clawteam/ directory to ensure data integrity across parallel Openclaw Skills operations:
| Data Type | Storage Location | Format |
|---|---|---|
| Team Config | ~/.clawteam/teams/<team>/config.json |
JSON |
| Task Metadata | ~/.clawteam/tasks/<team>/task-<id>.json |
JSON (with fcntl locking) |
| Agent Messaging | ~/.clawteam/teams/<team>/inboxes/<agent>/ |
JSON Messages |
| Team Plans | ~/.clawteam/plans/<team>/ |
Markdown |
| Cost Tracking | ~/.clawteam/costs/<team>/ |
Usage Logs |
| Workspaces | Designated repository paths | Git Worktree Branches |
ClawTeam Advanced Features
- Git Worktree Isolation: Ensures every agent works on a dedicated branch to prevent local file contention.
- Channel-Aware Approvals: Native support for interactive approval cards in Feishu and Telegram for remote human-in-the-loop oversight.
- Dependency Auto-Resolution: Tasks automatically transition from blocked to pending status as their prerequisites are satisfied.
- Pre-built Templates: Instant deployment of specialized teams like
hedge-fund,code-review, andresearch-paper. - Web Dashboard: A real-time web interface to monitor swarm progress and task statistics outside the terminal.
SKILL.md
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