Skill Maker Capabilities

Skill generation tooling for AI agent capability packages.

Tools

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

Domains

Domain	Scope
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

Output Type	Description
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

Reference	Content
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