common-skill-creator

To standardize agent skill creation, use a three-level loading system that ensures high Activation and Implementation scores while reducing redundancy. This approach optimizes trigger accuracy and standardizes the creation and evaluation of high-density agent skills.

A high-density agent skill is a standardized, optimized instruction set for platforms like Claude, Cursor, and Windsurf. You need it when developing a new skill or auditing an existing one to improve trigger accuracy and maximize implementation effectiveness.

You can evaluate and iterate agent skills by applying provided evaluation guidelines for writing, testing, and iterating. This process optimizes descriptions for trigger accuracy and maximizes the overall effectiveness of the skill.

Yes, this skill creation workflow works with Claude, Cursor, and Windsurf agents. It standardizes the creation and evaluation of high-density agent skills across these platforms to ensure consistent activation scores.

The best way to write a new SKILL.md file is to use a three-level loading system that standardizes creation, reduces redundancy, and optimizes descriptions. This ensures the agent skill achieves high Activation and Implementation scores.