skill-recommender

This skill recommends appropriate documentation skills by analyzing your request and project context. Provide your task description and current project details to get ranked recommendations with confidence scores, helping you skip directly to the right skill instead of browsing the catalog manually.

Yes. The skill handles documentation task intent parsing including BRD and PRD creation, validation, and structure analysis. Describe what you're building and it ranks relevant documentation skills with rationales for each recommendation.

Provide your user request describing the documentation task, optional project context for scope and constraints, and maximum number of recommendations you want. The skill parses intent, matches against the AI Dev Flow catalog, and returns ranked results with reasoning.

The skill applies confidence scoring to rank recommendations by relevance to your request and project context. Each suggestion includes its confidence score and rationale, so you understand why it matches your task and can prioritize which skill to invoke first.

This skill resolves that uncertainty by mapping your described task to skills in the AI Dev Flow catalog. Instead of guessing, submit your documentation goal and receive a prioritized list of next-best actions with clear rationales for each skill.