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intent-recognition

意图识别,理解用户输入的真实意图和上下文

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Intent Recognition - 意图识别

任务

分析用户输入,识别其真实意图和上下文需求。

输入

用户输入: {user_input}
当前状态: {current_state}
历史上下文: {context}

识别维度

  1. 显性意图:用户明确表达的需求
  2. 隐性意图:用户未明说但实际需要的内容
  3. 情绪状态:用户的情绪倾向和压力水平
  4. 时间紧迫性:需求的紧急程度
  5. 执行能力:用户当前的执行能力评估

输出格式

{
  "primary_intent": {
    "type": "goal_setting|task_management|information_query|status_update|help_request",
    "description": "主要意图描述",
    "confidence": 0.95
  },
  "secondary_intents": [
    {
      "type": "意图类型",
      "description": "次要意图描述",
      "confidence": 0.7
    }
  ],
  "emotional_state": {
    "valence": "positive|neutral|negative",
    "arousal": "high|medium|low",
    "stress_level": 0.3
  },
  "urgency": {
    "level": "high|medium|low",
    "deadline": "具体时间或null"
  },
  "execution_capacity": {
    "energy_level": 0.7,
    "focus_level": 0.8,
    "available_time": "2h"
  },
  "suggested_actions": [
    "基于意图识别的建议行动"
  ]
}

注意事项

  • 优先识别显性意图
  • 隐性意图需要充分证据支持
  • 情绪状态评估要谨慎
  • 考虑上下文连贯性
Repository
ooooooooooooooooooop/ai_life_os
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