A specialized meta-skill designed to guide developers through the creation, optimization, and packaging of modular capabilities for AI agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install lbbniu-skill-creator
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 lbbniu-skill-creator 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 Skill Creator?
The Skill Creator provides the essential framework for developing Openclaw Skills, transforming general-purpose AI agents into specialized experts equipped with domain knowledge and deterministic tools. It emphasizes context efficiency through the principle of progressive disclosure, ensuring that agents only load the information necessary for the task at hand.
By using this skill, developers can construct modular packages that bundle procedural instructions, executable scripts, and reference documentation. This approach standardizes how AI agents interact with specific APIs, file formats, and complex business logic, creating a scalable ecosystem of reliable agentic capabilities.
Skill Creator Use Cases
- Developing new domain-specific capabilities for specialized AI workflows
- Converting repetitive manual coding tasks into deterministic, reusable scripts
- Organizing extensive API documentation or internal policies into context-aware reference files
- Standardizing the initialization and distribution process for Openclaw Skills
- Optimizing agent performance by reducing token bloat through efficient resource management
How Skill Creator Works
- Define concrete usage examples and specific triggers that should activate the new capability.
- Plan the required resources, including scripts for deterministic tasks, references for domain knowledge, and assets for output templates.
- Initialize the standardized directory structure using the provided automation scripts.
- Author the SKILL.md file following the imperative instruction style and progressive disclosure patterns.
- Implement and test any bundled scripts or assets to ensure reliability.
- Validate the skill architecture and package it into a distributable .skill file for the Openclaw Skills ecosystem.
Skill Creator Setup
To start building your own Openclaw Skills, use the initialization utility to generate the required directory structure:
scripts/init_skill.py <skill-name> --path <output-directory>
After developing your instructions and resources, use the packaging tool to validate and bundle your skill:
scripts/package_skill.py <path/to/skill-folder>
Skill Creator Data Schema & Taxonomy
Openclaw Skills utilize a specific file hierarchy designed to balance discoverability with context window preservation:
| Component | Path | Function |
|---|---|---|
| Metadata | SKILL.md (Frontmatter) | YAML-based name and description used for skill triggering. |
| Core Logic | SKILL.md (Body) | Primary procedural instructions and high-level workflow guidance. |
| Executables | /scripts/ | Deterministic code (Python/Bash) for complex or repetitive operations. |
| Documentation | /references/ | Deep domain knowledge or schemas loaded only when needed. |
| Static Assets | /assets/ | Templates, logos, and boilerplate files used in the agent's output. |
Skill Creator Advanced Features
- Progressive Disclosure: Implements a three-level loading system (Metadata > SKILL.md > Resources) to minimize context usage.
- Degrees of Freedom Control: Allows developers to toggle between high-freedom text instructions and low-freedom deterministic scripts.
- Multi-Step Workflow Patterns: Provides established design patterns for sequential logic and conditional branching.
- Automated Validation: The packaging process includes a built-in validator to ensure compliance with Openclaw Skills standards.
- Resource Bundling: Supports the inclusion of non-text assets like fonts, icons, and binary templates for high-fidelity outputs.
SKILL.md
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