Multi-dimensional agent thinking framework mapping classical philosophical schools to LLM control strategies. Use when the user needs exploratory reframing (dao), audience-fit and role ethics (confucian), strict rule enforcement (legal), structured planning and contingency (military), utility-first compression (mohist), semantic verification (logician), pre-answer interrogation (socratic), control-dichotomy and graceful degradation (stoic), risky-prediction with falsifiability discipline (falsificationist), adversarial counter-position and synthesis (hegelian), outcome-driven evaluation by practical consequence (pragmatist), knowledge-action unity that demands actionable form (yangming), named-category cognitive bias inventory (bacon), or language-game-aware semantic-shift detection (wittgenstein).
2026-05-08