Skill Maker Capabilities

Skill generation tooling for AI agent capability packages.

Tools

• File system operations: Create directories, write SKILL.md and reference files
• YAML parser: Generate and validate frontmatter
• Markdown generator: Structure capability documentation

Domains

• AI agent skills: Primary domain - skill package structure and conventions
• Documentation: SKILL.md authoring, capability vs behavior classification
• Repository management: README.md integration, directory layout

Workflow

Step 1: Input Validation (Required First)

Before generating any skill, validate user input through clarification loop. See input_validation.md for the complete checklist and sufficiency criteria.

Step 2: Skill Generation

After all required information is collected, proceed with package creation.

Core Capabilities

• Input Validation: Iterative clarification loop to gather required skill specifications
• Skill Package Generation: Creates complete skill directory structures
• YAML Frontmatter Support: Generates compliant frontmatter with name/description fields
• Resource Bundling: Supports scripts/, references/, assets/ subdirectories
• README Integration: Updates repository README.md with skill entries

Supported Outputs

• SKILL.md: Entry point with YAML frontmatter and capability index
• references/: Detailed technical specifications and domain knowledge
• scripts/: Executable automation code
• assets/: Templates, images, boilerplate files

Technical References

• input_validation.md: Required first step - Input analysis and clarification loop
• skill_structure.md: File structure specifications and directory purposes
• frontmatter_spec.md: YAML frontmatter field constraints and examples
• content_spec.md: Capability vs behavior content classification
• readme_spec.md: README.md update format and section specifications