Skill Creator

Guide the full lifecycle of creating, testing, benchmarking, and optimizing AI agent skills.

Core Workflow

1. Intent & Specification: Define what the skill should accomplish and detail its input parameters, expected outputs, and constraints.
2. Drafting SKILL.md: Structure the instructions, quick-start section, and modular reference files adhering to the SKILL.md standard.
3. Test Case Generation: Write parallel evaluation prompts to test performance with and without the skill enabled.
4. Benchmarking: Measure pass rates, latency, and token consumption to quantify skill effectiveness.
5. Trigger Optimization: Run trigger and non-trigger queries to tune frontmatter descriptions for accurate skill selection.

Installation

Add this skill to your workspace:

npx skills add https://github.com/anthropics/skills --skill skill-creator

Usage

Request skill creation or refinement assistance from your agent:

Help me create a new skill for database schema migrations and write evaluation test cases for it.