A comprehensive framework for generating secure, production-ready OpenClaw agent workspaces with integrated memory and multi-agent orchestration.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install agent-builder-ollieb89
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 agent-builder-ollieb89 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?
The Omni-Agent Builder is a specialized toolset designed to automate the end-to-end creation of AI coding agent environments. By utilizing these Openclaw Skills, developers can generate standardized workspace files including SOUL.md, IDENTITY.md, and AGENTS.md, ensuring that every agent operates within secure-by-default boundaries. The skill synthesizes complex requirements into a functional directory structure that supports both single-agent tasks and sophisticated multi-agent team workflows.
At its core, the builder focuses on security, autonomy levels, and Personal Intelligence (Pi) memory management. It provides a structured path from initial mission definition to full deployment, incorporating best practices for agent behavior, tool usage, and channel communication across platforms like Telegram, Discord, and Slack.
Omni-Agent Builder Use Cases
- Creating multi-agent teams with specialized roles like Planner, Executor, and Critic.
- Bootstrapping secure local development environments with strict ask-before-destructive guardrails.
- Implementing long-term memory systems for AI agents to track user preferences and project history.
- Setting up automated CLI-driven agents for repository maintenance and deployment.
- Designing agents that strictly adhere to group etiquette and privacy boundaries in communication channels.
How Omni-Agent Builder Works
- Conduct a brief technical interview to establish the agent's mission, autonomy level, and communication surfaces.
- Define the required toolsets, local CLI aliases, and repository paths for the agent's operations.
- Generate the mandatory core workspace files such as AGENTS.md for rules and TOOLS.md for environment setup.
- Configure multi-agent orchestration contracts if a team structure is required to separate planning from execution.
- Establish a Pi memory workflow to handle daily logging and the curation of durable information in MEMORY.md.
- Run integrated evaluation tests to verify safety protocols, CLI recovery capabilities, and memory retention.
Omni-Agent Builder Setup
To start building with these Openclaw Skills, you must first prepare a workspace directory and initialize the generation process.
# Create a new agent workspace
mkdir my-openclaw-agent && cd my-openclaw-agent
# The agent will then generate the required files:
# AGENTS.md, SOUL.md, TOOLS.md, IDENTITY.md,
# USER.md, HEARTBEAT.md, and BOOTSTRAP.md
Once files are generated, run the ritual defined in BOOTSTRAP.md to finalize channel connections and dependency installations.
Omni-Agent Builder Data Schema & Taxonomy
The Omni-Agent Builder organizes agent intelligence and configuration into a specific markdown-based file system:
| File Name | Description |
|---|---|
AGENTS.md |
Defines cross-cutting rules and delegation contracts for sub-agents. |
SOUL.md |
Core persona, behavioral logic, and tone of the agent. |
TOOLS.md |
Lists available CLI tools, environment notes, and quick aliases. |
MEMORY.md |
Long-term storage for curated preferences and project facts. |
memory/ |
Directory containing append-only daily log seeds (YYYY-MM-DD.md). |
HEARTBEAT.md |
Rules for periodic background processes and maintenance. |
Omni-Agent Builder Advanced Features
- Secure-by-default guardrails including explicit approval for destructive actions and outbound messaging.
- Specialized Planner-Executor-Critic orchestration to improve complex task success rates.
- Automatic CLI error recovery logic that uses --help flags to self-correct command execution.
- Segmented memory management that separates private long-term intelligence from group channel context.
- Standardized evaluation framework with 5-10 built-in acceptance tests for safety and etiquette.
SKILL.md
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Omni-Agent Builder
A comprehensive framework for generating secure, multi-agent OpenClaw workspaces with robust memory and orchestration protocols.
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