AI-Assisted Needs Analysis for L&D professionals. Use this skill when an instructional designer, L&D professional, or trainer wants to analyze training needs, identify skill gaps, synthesize SME input, process transcripts or job descriptions into a learning brief, map competencies, or figure out what a course or program should cover. Trigger whenever someone wants to figure out WHAT to teach before building anything — even if they just say "I have a bunch of SME notes", "where do I start", "what should this course cover", or "help me scope this training".