flowchart LR Input(["💬 用户指令"]) Router{"🔍 引擎意图分析\n(语义匹配技能库)"} Simple["⚡ 简单路径\nSingle-Skill Direct\n无 LLM 调用"] Complex["🧠 复杂路径\nReAct Planning Loop\n动态拆解 + 多轮 LLM"] Input --> Router Router -->|"Skill 命中率高\n单一、明确意图"| Simple Router -->|"无匹配 Skill\n模糊或组合目标"| Complex style Simple fill:#eff6ff,stroke:#3b82f6,stroke-width:2px,color:#1e3a8a style Complex fill:#fff7ed,stroke:#f97316,stroke-width:2px,color:#7c2d12 style Router fill:#faf5ff,stroke:#a855f7,stroke-width:2px,color:#6b21a8