doc-to-skill

To convert documentation into an AI-friendly skill, transform user manuals, developer guides, or API references into a SKILL.md file with concise core workflows, then store detailed information in a references directory. This approach applies progressive disclosure to optimize context loading.

Progressive disclosure in knowledge management is the practice of separating essential content from detailed references. By keeping core workflows in SKILL.md and storing deep-dive information under a references directory, it minimizes context usage and optimizes AI loading.

Structure SKILL.md for API references by adding YAML frontmatter with name and description fields, followed by concise core instructions. Place complete command references, workflows, and examples in a separate references directory to ensure details are loaded only on demand.

Converting user manuals into Agent Skills requires no external dependencies. You only need to create a skill directory containing a SKILL.md file with the required frontmatter and core instructions, alongside an optional references folder for detailed documentation.

The best way to optimize context usage for AI workflows is applying progressive disclosure. Keep essential content in SKILL.md and move detailed command and API references into a references directory, ensuring the AI loads only the necessary information on demand.