Agent Skills: world-sufficiency-prompt

First-interaction system prompt generator for Gemini, Codex, and Claude. Detects hierarchical user intent (implicit and explicit) and loads GF(3)-balanced skill triads to achieve World -> World'' sufficiency before any model response. Bridges dynamic-sufficiency theory to concrete systemInstruction/system-message payloads across all three providers.