An automated configuration and deployment tool for planning and building multi-agent AI teams.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install claw-team-builder
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 claw-team-builder 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 Claw Team Builder?
The Claw Team Builder is a professional-grade utility designed to reduce the complexity of managing multi-agent environments. By leveraging interactive dialogues, it guides developers through the process of defining agent personas, roles, and technical configurations. As a core component within the ecosystem of Openclaw Skills, it automates the tedious aspects of setup, including directory creation, configuration updates, and the generation of essential bootstrap files.
This skill ensures that every new agent added to your workflow is properly integrated into the existing infrastructure. It handles everything from conflict detection in your configuration files to the final validation of the agent's environment, making it an essential tool for scaling AI operations from a single bot to a coordinated team of specialists.
Claw Team Builder Use Cases
- Deploying a new AI agent with a specific personality and functional focus.
- Organizing a multi-agent team where each bot requires a dedicated workspace and communication channel.
- Automatically generating standardized IDENTITY.md and SOUL.md files for new team members.
- Scaling existing AI setups by adding new agents without manual JSON editing.
How Claw Team Builder Works
- Requirement Clarification: The skill initiates a multi-turn dialogue to collect the agent's name, ID, purpose, and personality style.
- Configuration Analysis: It automatically scans the local openclaw.json file to understand existing defaults, available models, and current channel bindings.
- Solution Design: Based on the analysis, it generates configuration snippets for the new agent and checks for ID or path conflicts.
- Automated Execution: The tool backs up current settings, creates the directory structure, populates files from templates, and updates the core configuration.
- Validation and Feedback: It runs a diagnostic check to ensure the new configuration is valid and provides the user with immediate results and next steps.
Claw Team Builder Setup
Ensure your environment is initialized with the standard directory structure. This skill utilizes internal library tools and scripts for execution.
# Check your current agent status
openclaw doctor
# To start the builder, simply tell your primary agent:
# "Create a new agent" or "I need to plan an agent team"
Claw Team Builder Data Schema & Taxonomy
The skill manages and generates data within the standard configuration directory, typically located at ~/.openclaw/. It organizes information according to the following schema:
| Component | Description |
|---|---|
openclaw.json |
The primary configuration file storing agent lists, channel accounts, and routing bindings. |
workspace-{id}/ |
The dedicated directory created for each specific agent's files. |
IDENTITY.md |
Generated file defining the agent's ID, name, and technical role. |
SOUL.md |
Generated file containing the personality, style, and behavioral logic. |
USER.md |
Template file for storing user-specific context for the agent. |
Claw Team Builder Advanced Features
- Intelligent Conflict Detection: Prevents duplicate Agent IDs and workspace path overlaps before they occur.
- Template-Driven Deployment: Uses identity and soul templates to maintain consistency across the entire Openclaw Skills environment.
- Automated Model Inheritance: Smartly inherits primary model providers from global defaults to minimize manual input.
- Safe Configuration Management: Performs automatic backups of core configuration files before applying any structural changes.
- Integration Validation: Built-in support for running diagnostic checks to ensure new agents are ready for immediate use.
SKILL.md
Loading
Related Openclaw Skills
Agent Group
A minimalist multi-agent management tool that makes grouping AI agents as simple as starting a group chat.
Molt Trader Skill
A high-performance trading simulator skill for building, testing, and automating stock market strategies on the Molt Trader platform.
Notion
A comprehensive integration for the Notion API that allows AI agents to programmatically manage pages, databases, and content blocks.
Memory Pill
An AI-native operating system that transforms stateless agents into disciplined orchestrators with persistent memory and structured delegation patterns.
WeChat Article Reader
A specialized skill designed to fetch WeChat Official Account articles and convert them into structured Markdown files with complete metadata.
Context, not Control
A workflow framework that shifts AI interaction from step-by-step micromanagement to goal-oriented autonomy through context-rich dialogue and configurable permission levels.
Featured*
