ai-skills-dev

What problem does it solve?

ai-skills-dev helps you design Skill units that are discoverable and reliable by producing strong SKILL.md frontmatter, unambiguous trigger descriptions, and operational instructions that an AI will follow consistently.

Core Features & Use Cases

• Creates production-ready SKILL.md files: Enforces the required format (YAML frontmatter + Markdown body) and ensures your skill is immediately usable rather than left as a draft.
• Improves routing accuracy: Guides you to write keyword-rich, synonym-covered description trigger phrases and add negative boundaries to prevent over-triggering.
• Strengthens instruction reliability: Uses IF/THEN decision trees, clear templates, and placement rules to reduce ambiguity and instruction drop-off.
• Adds evaluation discipline: Requires should-trigger and should-not test prompts so you can catch false positives/negatives before publishing.
• Speeds up publishing and iteration: Recommends an iteration workflow that adjusts the description first, then refines body instructions if behavior is still wrong.

Quick Start

Use ai-skills-dev when you are building a new SKILL.md or fixing one that isn’t triggering correctly, then write a complete SKILL.md with keyword-rich triggers and IF/THEN operational instructions.