A comprehensive framework for generating secure, multi-agent OpenClaw workspaces with robust memory and orchestration protocols.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install omni-agent-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 omni-agent-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 Omni-Agent Builder?
Omni-Agent Builder is a specialized tool designed to streamline the creation of high-performing AI agents and multi-agent teams. By generating essential workspace files like SOUL.md and AGENTS.md, it ensures that your agents operate within secure-by-default parameters while maintaining high autonomy. This tool is essential for developers looking to deploy robust Openclaw Skills that prioritize safety, transparency, and logical efficiency.
The framework facilitates the transition from simple chat interfaces to complex, role-based teams involving Planners, Executors, and Critics. It integrates Personal Intelligence (Pi) memory management to ensure long-term retention of user preferences and project-specific conventions. Whether you are building an advisor, an operator, or a full autopilot system, this builder provides the architectural foundation needed for professional-grade agent deployment.
Omni-Agent Builder Use Cases
- Designing secure multi-agent teams with distinct roles like Planner, Executor, and Critic.
- Bootstrapping a new AI workspace with pre-configured guardrails and CLI aliases.
- Implementing long-term Personal Intelligence memory workflows for personalized agent interactions.
- Iterating on existing agent logic to reduce hallucinations, loops, or safety overreach.
- Deploying agents across various surfaces like Telegram, Slack, or Discord with strict outbound message control.
How Omni-Agent Builder Works
- Conducts a focused interview to define the agent mission, autonomy levels, and communication boundaries.
- Configures specific tools, repositories, and CLI usage patterns required for the agent's target environment.
- Generates the mandatory workspace files including SOUL.md, IDENTITY.md, and TOOLS.md with embedded safety guardrails.
- Defines orchestration contracts for multi-agent setups, delegating tasks between specialized roles like the Critic and Executor.
- Establishes a Pi memory workflow for curating durable information and maintaining daily append-only logs.
- Provides a suite of five to ten acceptance tests to validate safety, CLI recovery, and memory retention before the agent goes live.
Omni-Agent Builder Setup
Ensure you have the OpenClaw CLI environment ready to receive new workspace files. Follow these steps to initialize your agent:
- Navigate to your desired project directory.
- Run the Omni-Agent Builder to start the configuration interview.
- Review and save the generated markdown files to your workspace.
- Execute the bootstrap ritual to verify initial connectivity.
# Initialize the workspace
openclaw run bootstrap
# Verify generated files
ls AGENTS.md SOUL.md TOOLS.md IDENTITY.md
Omni-Agent Builder Data Schema & Taxonomy
The skill organizes data through a structured markdown-based taxonomy within the workspace folder, ensuring compatibility with various Openclaw Skills.
| File | Purpose |
|---|---|
| AGENTS.md | Contains cross-cutting rules and orchestration logic for sub-agents. |
| SOUL.md | Defines the tone, persona, and core mission of the primary agent. |
| TOOLS.md | Lists environment notes, CLI aliases, and allowed toolsets for execution. |
| MEMORY.md | Curated, durable long-term memory for preferences, facts, and projects. |
| memory/ | Directory containing daily logs (YYYY-MM-DD.md) for raw event persistence. |
Omni-Agent Builder Advanced Features
- Multi-agent orchestration with specialized Planner, Executor, and Critic roles for complex task handling.
- Secure-by-default guardrails including mandatory ask-before-destructive and ask-before-outbound rules.
- Automated loop breakers and CLI error recovery through intelligent --help flag parsing.
- Personal Intelligence (Pi) memory curation that separates ephemeral daily logs from durable knowledge.
- Modular workspace iteration that allows for minimal diff-based updates to agent personas or operational rules.
SKILL.md
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