Universal motion design principles for AI agents — timing, easing, choreography, and Disney animation principles adapted for UI

A universal, industry-neutral taxonomy of cognitive core skills (perception, memory, reasoning, planning, action, verification, learning, governance) for LLMs, SLMs, AI agents, and world models — with schemas, 159 skill cards, benchmarks, and CI.

🐙 ADLC Team Skills — Agentic SDLC for Engineering Teams