Information architecture for AI reasoning. PromptOS structures rigorous thinking (7 or 8-step pipelines). HITL Context Engine manages cross-domain problems with human guidance. Both work with any model—Claude, GPT-4, Gemini. Copy, paste, use immediately. MIT licensed, freeware logic. GitHub: m727ichael/context-engineering