A professional toolkit for building, refining, and packaging sellable AI persona products and structured prompt packs.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install persona-pack-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 persona-pack-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 Persona Pack Builder?
The Persona Pack Builder is a specialized workflow designed to help creators develop and package high-quality AI persona products. This skill treats personality development as a professional product-packaging process, allowing users to move from rough prompt notes to structured, sellable bundles. By leveraging Openclaw Skills, developers can ensure their persona packs are portable, consistent, and ready for use across various AI platforms.
Instead of simple prompt engineering, this tool focuses on creating a comprehensive asset library. It is ideal for developers and creators who want to build companion personas, roleplay characters, or style bundles that maintain a consistent tone and emotional logic. The workflow prioritizes style abstractions and interaction rules to ensure the resulting personas feel unique and high-value for end-users.
Persona Pack Builder Use Cases
- Creating sellable AI persona products for marketplaces or private clients.
- Building structured prompt packs for internal team use to maintain brand voice.
- Converting rough character notes into production-ready system prompts and configurations.
- Developing companion or roleplay personas with distinct emotional logic and boundaries.
- Generating multi-mode AI systems that can switch between different interaction styles.
How Persona Pack Builder Works
- Classify the product type as a prompt pack, persona system, or builder kit.
- Extract the persona shape, defining its positioning, relationship dynamic, and tone.
- Generate core deliverable files including system prompts and core persona specifications.
- Refine the pack for emotional effect, consistency, and platform portability.
- Package the assets into a structured folder ready for distribution or integration as Openclaw Skills.
Persona Pack Builder Setup
To get started with the Persona Pack Builder, you can use the included generation scripts to scaffold your first project. Ensure you have your environment configured to run Python scripts.
# Generate a starter persona-product folder
python3 scripts/generate_persona_pack.py --output /path/to/your-pack
# Generate with custom values using a JSON configuration
python3 scripts/generate_persona_pack.py --output /path/to/your-pack --values values.json
Persona Pack Builder Data Schema & Taxonomy
The skill organizes persona data into a standardized directory structure to ensure compatibility and ease of use:
| File | Description |
|---|---|
SYSTEM_PROMPT.md |
Concise, model-facing instructions for the AI. |
PERSONA_CORE.md |
Expanded human-facing specification of traits and logic. |
config.json |
Structured representation of version, traits, and modes. |
examples/ |
Directory containing short replies and multi-turn conversation samples. |
README.md |
Documentation for the buyer or operator of the persona pack. |
modes/ |
Optional additional behavior modules for specific scenarios. |
Persona Pack Builder Advanced Features
- Template-based generation using pre-defined assets for rapid product deployment.
- Automated packaging for Openclaw Skills integration to enable agent-side automation.
- Multi-mode support allowing personas to adapt based on structured JSON configurations.
- Safety and positioning audits to ensure personas avoid direct celebrity impersonation while maintaining high-energy style abstractions.
- Modular scripts for consistent folder structure and metadata taxonomy across large persona libraries.
SKILL.md
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