people-tool-selection

Use when choosing which AI tool to put in front of a specific user group — a training cohort, a team, a school, a department — or deciding whether to teach deeper prompting, extend existing tools with agent skills, or introduce a new tool. Phrases like "which AI tool should I teach this group?", "choosing an AI tool for our teachers / nurses / analysts", "should I teach advanced prompting or a new tool?" all trigger this skill. Runs six roles — Audience Profiler, Constraint Mapper (hard eliminators before any capability comparison), Intervention-Mode Selector (Deepen / Extend / Introduce), Capability-Delta Assessor, First-Win Realist, Synthesis. Outputs Adopt-now / Adopt-with-scaffolding / Pilot-with-subgroup / Skip plus a growth path. For build/buy/partner sourcing of an AI capability use tech-buy-vs-build; for enterprise-wide curriculum design use people-literacy-curriculum.