first-principles-reasoning

First-principles reasoning for technical problem decomposition. Breaks unfamiliar problems down to physical/logical first principles, reconstructs solution paths, generates testable hypotheses, and delivers the minimum executable action. Use when the agent says 'I don't know how', needs to choose between multiple approaches, faces a complex multi-hypothesis problem, or needs to escape a local maximum. Bilingual EN/CN.