Skill Recommender

概要

The Skill Recommender serves as an intelligent navigation engine for the AI Dev Flow framework, helping users identify which of the 25+ available documentation skills best suit their current needs. By parsing natural language requests and analyzing project context, it provides ranked recommendations with confidence scores and clear rationales, eliminating the need for users to have deep framework expertise. Whether you are drafting a PRD, creating architecture diagrams, or validating traceability, this skill ensures you always use the correct tool for the task at hand.

主な機能

• Automated mapping of user requests to a 25+ core documentation skill catalog
• Context-aware analysis of project structure and existing artifacts
• Ambiguity detection with automated clarification questions for better accuracy
• Natural language intent parsing for actions like create, update, and validate
• Ranked recommendation engine with confidence scores and logic rationale
• 1 GitHub stars

ユースケース

• Identifying the correct skill to use when starting a new documentation workflow
• Discovering available framework capabilities for specific documentation intents
• Navigating complex documentation catalogs without deep technical knowledge of the framework