openclaw-agent-builder

Generate OpenClaw agent workspace files and configure autonomy levels.

2|Updated Mar 7, 2026
One-click install
npx skills add https://github.com/TheophilusChinomona/claude-openclaw-plugin --skill openclaw-agent-builder
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: openclaw-agent-builder
Source: https://github.com/TheophilusChinomona/claude-openclaw-plugin/tree/main/plugins/openclaw/skills/openclaw-agent-builder
Command: npx skills add https://github.com/TheophilusChinomona/claude-openclaw-plugin --skill openclaw-agent-builder

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the creation and iteration of OpenClaw agents by guiding users through persona design, workspace file generation, and autonomy configuration.

Core Features & Use Cases

  • Agent Creation: Generates all necessary OpenClaw workspace files (IDENTITY.md, SOUL.md, AGENTS.md, etc.) based on user input.
  • Iteration & Improvement: Helps refine existing agents by addressing failure modes and adjusting autonomy levels.
  • Use Case: A user wants to create a new customer support agent for Discord. This Skill will ask about its persona, desired autonomy, and memory needs, then generate the complete agent workspace files.

Quick Start

Use the openclaw-agent-builder skill to build a new agent by answering clarifying questions about its role and behavior.

Frequently Asked Questions about openclaw-agent-builder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build an OpenClaw agent from scratch?

To build an OpenClaw agent, answer clarifying questions about its role and behavior to generate required workspace files like IDENTITY.md and SOUL.md. This process configures the agent's persona, operating rules, memory setup, and guardrails end-to-end.

What files are generated when creating an OpenClaw agent?

Creating an OpenClaw agent generates required workspace files including IDENTITY.md, SOUL.md, and AGENTS.md. These files establish the agent's persona design, operating rules, memory setup, and autonomy configuration.

Can I adjust the autonomy level of an existing OpenClaw agent?

Yes, you can iterate and improve existing OpenClaw agents by adjusting autonomy levels and implementing guardrails. This process addresses failure modes and refines operating rules without starting over.

What is the best way to configure guardrails for an AI agent?

Configuring agent guardrails during workspace generation involves defining autonomy levels and operating rules. This ensures the AI agent operates within safe boundaries tailored to its specific persona and use case.

Does OpenClaw support building customer support agents for Discord?

Yes, OpenClaw supports building customer support agents for Discord by guiding you through persona design, memory setup, and autonomy configuration. It generates the complete agent workspace files needed for deployment.