What problem does it solve?
This Skill helps you go from a rough idea to a working agent Skill by drafting, testing with realistic prompts, and iterating based on quantitative benchmarks and qualitative review.
Core Features & Use Cases
- Skill drafting and refinement: Turn user intent into a new SKILL.md (or improve an existing one) with clear trigger conditions and workflow instructions.
- Test-driven evaluation loop: Create a small test set, run it with and without the skill, and compare behavior to identify regressions and gains.
- Quantitative benchmarking and variance analysis: Draft and run verifiable eval expectations and analyze pass rate, timing, and resource usage.
- Description optimization for triggering accuracy: Generate trigger eval queries and iteratively improve SKILL.md frontmatter description so the agent invokes the skill at the right moments.
Quick Start
Tell the skill where you are in the process (e.g., “I want to create a skill for X” or “I already have a draft and want to improve it”), then answer the initial interview questions about triggers, output format, and evaluation preferences.