What problem does it solve? Building a reliable skill requires more than writing instructions — you need test cases, baseline comparisons, quantitative benchmarks, and description tuning to ensure the skill triggers correctly and performs well. This Skill guides the full lifecycle from draft to validated, optimized skill. ## Core Features & Use Cases - Skill Drafting & Iteration: Interview-driven workflow to capture intent, write SKILL.md files following progressive disclosure patterns, and refine based on feedback. - Benchmarked Evaluation: Runs test prompts with and without the skill in parallel, grades assertions, aggregates pass rates, timing, and token usage into benchmark reports with an interactive HTML review viewer. - Description Optimization: Generates trigger/no-trigger eval queries and runs an automated optimization loop to improve skill triggering accuracy with train/test splits. - Use Case: You want to build a skill that formats weekly sales reports. This Skill helps you draft it, creates realistic test prompts, runs comparison benchmarks, shows results in a browser viewer, and tunes the description until triggering is reliable. ## Quick Start Help me create a new skill that converts meeting transcripts into structured action-item lists, then test and improve it.