# Few-shot 示例：output 为 YAML 对象，程序自动转为 JSON 字符串
- instruction: "示例 1 教学：展示正常长评论如何标准提取，如何准确分类产品优点、缺陷以及物流问题。"
  review: "Bought this for my 12yo lab who struggles with stairs. It is very soft and helps her get onto the bed easily. But the zipper broke after a week and the shipping box was damaged."
  output:
    audience: "12yo lab"
    pain_points:
      - "struggles with stairs"
      - "difficulty getting onto bed"
    product_feedback:
      - aspect: "fabric"
        opinion: "very soft"
        sentiment: Positive
        category: Quality
      - aspect: "zipper"
        opinion: "broke after a week"
        sentiment: Negative
        category: Quality
      - aspect: "shipping box"
        opinion: "damaged"
        sentiment: Negative
        category: Logistics

- instruction: "示例 2 教学：防混淆与隐性属性提炼。什么是「产品缺陷（如讲太快）」，它属于 product_feedback，绝不是 pain_points（用户需求）！并提炼出 teaching speed 这个隐性反馈对象。"
  review: "The course content is good, the teacher speaks too fast, can't keep up."
  output:
    audience: "student"
    pain_points: []
    product_feedback:
      - aspect: "course content"
        opinion: "good"
        sentiment: Positive
        category: Quality
      - aspect: "teaching speed"
        opinion: "too fast to keep up"
        sentiment: Negative
        category: Function

- instruction: "示例 3 教学：深度上下文推理。如何通过动作（抓跳蚤）推理出使用者（pet），如何通过「全家能睡觉」推理出用户需求（失眠），以及如何将「Worth every penny」准确归类为对 Price（价格）的产品反馈。"
  review: "Finally found something that stops the midnight flea scratching! The chemical smell is a bit strong initially, but it fades. Worth every penny since our family can finally sleep."
  output:
    audience: "pet"
    pain_points:
      - "midnight flea scratching"
      - "sleep deprivation"
    product_feedback:
      - aspect: "chemical smell"
        opinion: "strong initially but fades"
        sentiment: Neutral
        category: Quality
      - aspect: "price"
        opinion: "worth every penny"
        sentiment: Positive
        category: Price

- instruction: "示例 4 教学：非英语评论（例如西班牙语）输出必须全英文。禁止保留原文非英文片段，先理解语义再用英文短语表达。"
  review: "El producto en sí está muy bien, viene con 2 cristales templados y 2 grips para los joycon. Pero es lo que he leido en algunos comentarios, la funda huele como a tabaco jajaja es raro pero es así"
  output:
    audience: "self"
    pain_points: []
    product_feedback:
      - aspect: "product"
        opinion: "it's fine"
        sentiment: Positive
        category: Quality
      - aspect: "included accessories"
        opinion: "comes with 2 tempered glass and 2 grips"
        sentiment: Positive
        category: Function
      - aspect: "case smell"
        opinion: "smells like tobacco, strange"
        sentiment: Negative
        category: Quality

- instruction: "示例 5 教学：保留关键成分与症状等核心具体词汇。绝不能将带有具体成分/病症的词泛化提取。例如遇到「chicken flavor」（鸡肉风味）或「joint pain」（关节疼痛）时，必须保留核心修饰词，绝不能错误缩减提取为「flavor」或「pain」。"
  review: "My elderly cat suffers from severe joint pain. But he is very attracted by the chicken flavor of this supplement! It really helps him walk better."
  output:
    audience: "elderly cat"
    pain_points:
      - "severe joint pain"
    product_feedback:
      - aspect: "chicken flavor"
        opinion: "very attracted"
        sentiment: Positive
        category: Quality
      - aspect: "mobility improvement"
        opinion: "helps walk better"
        sentiment: Positive
        category: Function