openclaw-persona-forge

Design and customize OpenClaw AI Agent personas with guided or random selection.

1|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/zero3041/PREP --skill openclaw-persona-forge-zero3041
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: openclaw-persona-forge
Source: https://github.com/zero3041/PREP/tree/main/.claude/skills/skills/openclaw-persona-forge
Command: npx skills add https://github.com/zero3041/PREP --skill openclaw-persona-forge-zero3041

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python3, gacha.py, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the need for creating, designing, and customizing full-fledged personas for OpenClaw AI Agents, including identity定位, soul description (SOUL.md), character boundaries, names, and avatar prompt words.

Core Features & Use Cases

  • Lobster Soul Creation: Generates complete personas based on user preferences or random selection, including identity定位, soul description, character boundaries, names, and avatar prompt words.
  • Image Generation (Optional): Automatically generates avatar images if an approved image generation skill is available in the environment.
  • Use Case: Ideal for users looking to create new personas, refine existing ones, or customize their OpenClaw Agents.

Quick Start

Run the openclaw-persona-forge skill and follow the guided prompts or use the gacha mode for a random persona generation.

Frequently Asked Questions about openclaw-persona-forge

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

FAQPage Schema
How do I create a custom AI persona for OpenClaw Agents?

To create a custom AI persona for OpenClaw Agents, you can use a guided selection process to define identity, soul descriptions, character boundaries, names, and avatar prompt words.

What is a soul description and how does it work for AI agents?

A soul description for an AI agent defines its core identity and character boundaries. It works by guiding the agent's behavior and responses based on the customized persona generated through the configuration process.

Can I generate random AI personas automatically without manual input?

Yes, you can generate random AI personas automatically using the gacha mode, which creates a complete random identity, soul description, and avatar prompt words without requiring manual input.

Do I need an image generation skill to create AI avatars?

You do not need an image generation skill to create AI avatars unless you want visual outputs. The skill generates avatar prompt words natively, and optionally integrates with approved image generation skills to produce images.

How do I set character boundaries when designing an AI identity?

To set character boundaries when designing an AI identity, follow the guided prompts during the persona creation process to specify behavioral limits and define what the agent should or should not do.

What are the limitations of using gacha mode for AI persona generation?

The limitation of using gacha mode for AI persona generation is that it produces random identities. You cannot manually specify identity positioning or character boundaries during the random generation process.