skill-creator

Skill development is the process of creating and iterating new abilities using structured prompt architecture. It aligns user intents with evaluation criteria through interviews, test prompts, and performance benchmarks to ensure measurable outcomes.

To create a new skill from scratch, draft the initial structure using clear frontmatter and a body, then validate it with structured test prompts. Iterate based on feedback and organize metadata, references, and assets to support deterministic tasks and documentation.

Run evaluations by testing existing skills against structured prompts, then benchmark performance to drive optimization. This quality assurance workflow identifies areas for improvement, allowing you to edit and iterate efficiently to achieve better results.

Yes, this skill-writing workflow is widely applicable to rapid prototyping and improvement of skills across domains. It uses interviews, test prompts, and performance benchmarks to align abilities with specific user intents and evaluation criteria.

The best way to align user intents with evaluation criteria is through an iterative workflow using interviews and test prompts. This quality assurance process ensures the skill development satisfies specific functional requirements and delivers measurable outcomes.

Your skill needs frontmatter to describe its specific functional or technical requirements. Optional bundled resources like scripts, references, and assets support deterministic tasks, documentation, and output templates within the skill body.