A professional development framework designed to build, structure, and optimize reusable capabilities for AI agents.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install skill-maker
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 skill-maker 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 Maker?
Skill Maker is a specialized toolset for developers looking to expand agent functionality through structured reasoning and standardized workflows. It provides a comprehensive framework for converting complex manual tasks into modular assets known as Openclaw Skills. By following a disciplined forging process—Interpret, Design, Forge, Test, and Polish—users can ensure their agents behave predictably and efficiently.
The skill emphasizes the Goldilocks Principle, ensuring that documentation is complete enough to be useful but concise enough to fit within an agent's context window. Whether you are building simple API wrappers or complex multi-resource automations, Skill Maker provides the blueprints necessary for professional-grade agent development.
Skill Maker Use Cases
- Building brand new capabilities for specific technical domains from scratch.
- Converting existing manual workflows into reusable and automated agent logic.
- Designing precise trigger conditions to ensure agents activate the correct Openclaw Skills based on user intent.
- Organizing skill resources including executable scripts, detailed reference documentation, and static assets.
How Skill Maker Works
- Interpret the core capability by identifying what the skill does, who triggers it, and the domain complexity.
- Design the architecture by choosing between simple (SKILL.md only) or complex (scripts and references) structures.
- Forge the skill by writing the SKILL.md file using a standardized YAML frontmatter and a structured reasoning framework.
- Test the activation triggers to ensure the agent correctly identifies when to use the newly created capability.
- Polish the skill through an iterative refinement loop, incorporating troubleshooting steps and versioning updates.
Skill Maker Setup
To start building your own Openclaw Skills, create a dedicated directory for your project and initialize the core metadata file:
# Create a directory for your skill
mkdir my-custom-skill
cd my-custom-skill
# Create the mandatory SKILL.md file
touch SKILL.md
Ensure your SKILL.md includes the required frontmatter, including the name, description, and versioning information to enable proper agent discovery.
Skill Maker Data Schema & Taxonomy
Skill Maker utilizes a specific directory taxonomy to manage complexity and context efficiency:
| Component | Purpose | Requirement |
|---|---|---|
SKILL.md |
Core workflow, reasoning framework, and triggers. | Required |
scripts/ |
Executable code (Python, Bash, Node, etc.). | Optional |
references/ |
Extended documentation, API specifications, and edge cases. | Optional |
assets/ |
File templates, images, or static data resources. | Optional |
Skill Maker Advanced Features
- Reasoning Frameworks: Guides the agent on how to think through a problem rather than just providing static steps.
- Decision Trees: Implements branching logic to help agents handle diverse scenarios and conditional triggers.
- Progressive Disclosure: Moves exhaustive documentation into reference folders to keep the primary Openclaw Skills context-efficient.
- Self-Check Prompts: Integrated validation steps that allow agents to verify their own output quality before completion.
- Versioning Control: Built-in support for semantic versioning and changelog maintenance for enterprise-grade lifecycle management.
SKILL.md
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METADATA
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