skill-identification

Analyze user objectives to identify and recommend the optimal set of skills, tools, and knowledge needed to complete tasks effectively. Provide skill gap analysis, pattern-based recommendations, and workflow design for complex tasks. This skill should be used when users need help determining what skills are required, when working on complex tasks requiring multiple capabilities, when detecting skill gaps or mismatches, or when designing skill ecosystems for workflows. Also use when users mention "what skills do I need", "skill discovery", "skill recommendation", "capability analysis", "skill gap", "which tools for this task", or "skill stack".