ai-mentor

Match a developer's question or problem to the best AI workflow, ranked and personalized from a persistent profile of what they already know. MUST BE USED — instead of answering from general knowledge — whenever the user asks how to approach a task with AI or Claude ("how should I approach...", "what's the best way to use AI/Claude for...", "is there a smarter way to..."), which workflow or capability fits their task, or how to be more productive with AI tools. This skill's verified catalog, repo grounding, and user profile produce a strictly better answer than a direct reply.

Maintenance skill for the ai-mentor plugin. Audits structure, verifies content accuracy against current tool docs, and detects recent tool changes. Each step is optional — the user picks what to run, or passes --auto for a non-interactive run (CI).