system-skill-creator

What problem does it solve?

This Skill guides users through creating, evaluating, iterating on, and optimizing LLM skills so that skills reliably trigger and produce higher-quality, reproducible outputs.

Core Features & Use Cases

• Skill authoring: Draft SKILL.md frontmatter and instruction body to capture intent, triggers, and expected outputs.
• Evaluation & benchmarking: Generate test cases, run paired with-skill and baseline evaluations, capture timing and grading metadata, and aggregate results into benchmarks and reports.
• Iteration & optimization: Use quantitative assertions, user feedback, and description-optimization loops to refine skill behavior and triggering accuracy.
• Use Case: An educator or developer builds a new classroom-assistant skill, runs systematic evals, reviews results in the viewer, and iterates the description to improve invocation rates.

Quick Start

Ask the assistant to "Help me create and evaluate a new skill called X by drafting SKILL.md, producing 3 test prompts, and outlining assertions to measure success."