What problem does it solve?
Building custom AI skills manually is time-consuming, inconsistent, and often results in skills that fail to trigger correctly or deliver reliable performance. This skill provides a structured, repeatable workflow to create, test, and optimize skills that work reliably for your specific use cases.
Core Features & Use Cases
- End-to-end skill creation: Guides you through capturing intent, drafting SKILL.md, writing test cases, and iterating based on feedback.
- Built-in evaluation & benchmarking: Runs parallel with/without skill tests, generates quantitative performance metrics, and launches a dedicated viewer to compare results.
- Description optimization: Automatically tunes skill descriptions for better triggering accuracy using realistic eval queries and iterative testing.
- Use case example: If you want to build a skill that automates extracting key data from your company's internal sales PDF reports, this skill walks you through drafting the skill, testing it against real user prompts, measuring output quality improvements, and optimizing its description so it triggers whenever you need it.
Quick Start
Use the skill-creator skill to build a new custom skill for your specific workflow, or refine an existing skill you already have installed.
