mcts-td-planner
by ljjluke
Universal decision engine with language adaptation. MANDATORY RULES: 1. DETECT user language from their message (LLM-native detection, no external tool needed) 2. ALL user-facing output MUST be in detected language — any language works 3. Execute phases: [Constraint Collection] → [Review Map] → [Recon Report] → [Solution List] → [Decision Report] 4. Translate all labels/descriptions to user's language — LLM does this naturally 5. NEVER assume missing info — if constraints are unclear, ASK USER before generating solutions Internal reasoning is English; user sees their language. This is NON-NEGOTIABLE.