[
  {
    "name": "unconditional-hard-compliance-blocks-exotic-leather",
    "rules": [
      {
        "rule_key": "G-RULES-01-HARD-EXOTIC",
        "category": "compliance",
        "priority": 100,
        "confidence": 1.0,
        "is_hard": true,
        "conditions": {},
        "effects": {
          "avoid": [
            {"slot": "accessory", "attrs": {"material": ["真兽皮"]}},
            {"slot": "shoes", "attrs": {"material": ["真皮"]}}
          ],
          "explanation": "合规红线：任何场景都不推荐真兽皮材质。"
        }
      }
    ],
    "context": {},
    "expect": {
      "must_avoid": [
        {"slot": "accessory", "attrs_include": {"material": ["真兽皮"]}},
        {"slot": "shoes", "attrs_include": {"material": ["真皮"]}}
      ],
      "forbidden_recommend": [
        {"slot": "accessory", "attrs_include": {"material": ["真兽皮"]}}
      ],
      "hard_blocks_nonempty": true
    }
  },
  {
    "name": "hard-compliance-fires-on-formal-occasion",
    "rules": [
      {
        "rule_key": "G-RULES-02-HARD-FORMAL",
        "category": "compliance",
        "priority": 100,
        "confidence": 1.0,
        "is_hard": true,
        "conditions": {"occasion": {"include": ["红毯", "晚宴"]}},
        "effects": {
          "avoid": [
            {"slot": "shoes", "attrs": {"material": ["真皮"]}},
            {"slot": "accessory", "attrs": {"material": ["真兽皮"]}}
          ],
          "explanation": "正式场合合规红线：不推荐真皮与真兽皮。"
        }
      }
    ],
    "context": {"occasion": "晚宴"},
    "expect": {
      "must_avoid": [
        {"slot": "shoes", "attrs_include": {"material": ["真皮"]}}
      ],
      "forbidden_recommend": [
        {"slot": "shoes", "attrs_include": {"material": ["真皮"]}}
      ],
      "hard_blocks_nonempty": true
    }
  },
  {
    "name": "hard-compliance-silent-on-daily-occasion",
    "rules": [
      {
        "rule_key": "G-RULES-03-HARD-FORMAL",
        "category": "compliance",
        "priority": 100,
        "confidence": 1.0,
        "is_hard": true,
        "conditions": {"occasion": {"include": ["红毯", "晚宴"]}},
        "effects": {
          "avoid": [{"slot": "shoes", "attrs": {"material": ["真皮"]}}],
          "explanation": "正式场合合规红线：不推荐真皮。"
        }
      }
    ],
    "context": {"occasion": "通勤"},
    "expect": {
      "forbidden_recommend": [
        {"slot": "shoes", "attrs_include": {"material": ["真皮"]}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "user-taboo-overrides-trend-recommendation",
    "rules": [
      {
        "rule_key": "G-RULES-04-TREND-CROP",
        "category": "trend",
        "priority": 50,
        "confidence": 0.7,
        "conditions": {"style": "甜酷"},
        "effects": {
          "recommend": [{"slot": "top", "attrs": {"length": ["短款"]}}],
          "explanation": "短款上衣是当季甜酷风的核心单品。"
        }
      },
      {
        "rule_key": "G-RULES-05-TABOO-MIDRIFF",
        "category": "user_taboo",
        "priority": 95,
        "confidence": 1.0,
        "conditions": {"user_taboos": {"include": ["露脐"]}},
        "effects": {
          "avoid": [{"slot": "top", "attrs": {"length": ["短款", "露脐"]}}],
          "explanation": "用户不接受露脐，已剔除相关单品。"
        }
      }
    ],
    "context": {"style": "甜酷", "user_taboos": ["露脐"]},
    "expect": {
      "must_avoid": [
        {"slot": "top", "attrs_include": {"length": ["短款", "露脐"]}}
      ],
      "forbidden_recommend": [
        {"slot": "top", "attrs_include": {"length": ["短款"]}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "user-taboo-limited-to-conflicting-dimension",
    "rules": [
      {
        "rule_key": "G-RULES-06-BODY-H-BOTTOM",
        "category": "body_shape",
        "priority": 90,
        "confidence": 0.9,
        "conditions": {"body_shape": "H型"},
        "effects": {
          "recommend": [{"slot": "bottom", "attrs": {"silhouette": ["直筒", "阔腿"]}}],
          "avoid": [{"slot": "bottom", "attrs": {"silhouette": ["紧身"]}}],
          "explanation": "H型宜直线轮廓放大腰线比例。"
        }
      },
      {
        "rule_key": "G-RULES-07-TABOO-MIDRIFF",
        "category": "user_taboo",
        "priority": 95,
        "confidence": 1.0,
        "conditions": {"user_taboos": {"include": ["露脐"]}},
        "effects": {
          "avoid": [{"slot": "top", "attrs": {"length": ["短款", "露脐"]}}],
          "explanation": "用户不接受露脐，已剔除相关单品。"
        }
      }
    ],
    "context": {"body_shape": "H型", "user_taboos": ["露脐"]},
    "expect": {
      "must_recommend": [
        {"slot": "bottom", "attrs_include": {"silhouette": ["阔腿"]}}
      ],
      "must_avoid": [
        {"slot": "bottom", "attrs_include": {"silhouette": ["紧身"]}}
      ],
      "forbidden_recommend": [
        {"slot": "top", "attrs_include": {"length": ["短款"]}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "body-temperature-occasion-stack",
    "rules": [
      {
        "rule_key": "G-RULES-08-BODY-A-SHOULDER",
        "category": "body_shape",
        "priority": 90,
        "confidence": 0.95,
        "conditions": {
          "body_shape": "A型",
          "features": {"include": ["溜肩"]},
          "goals": {"include": ["修饰溜肩"]}
        },
        "effects": {
          "recommend": [
            {"slot": "top", "attrs": {"shoulder": ["垫肩"], "sleeve": ["泡泡袖"]}}
          ],
          "avoid": [{"slot": "top", "attrs": {"silhouette": ["修身"]}}],
          "explanation": "溜肩需要用垫肩与泡泡袖在肩部建立结构感。"
        }
      },
      {
        "rule_key": "G-RULES-09-TEMP-18-26",
        "category": "temperature",
        "priority": 75,
        "confidence": 0.85,
        "conditions": {"temperature": {"min": 18, "max": 26}},
        "effects": {
          "recommend": [{"slot": "outer", "attrs": {"thickness": ["薄款"]}}],
          "avoid": [{"slot": "outer", "attrs": {"thickness": ["厚款"]}}],
          "explanation": "18-26℃ 单层薄外套最舒适。"
        }
      },
      {
        "rule_key": "G-RULES-10-OCC-INTERVIEW",
        "category": "occasion",
        "priority": 80,
        "confidence": 0.9,
        "conditions": {"occasion": "面试"},
        "effects": {
          "recommend": [
            {"slot": "top", "attrs": {"collar": ["衬衫领"]}},
            {"slot": "bottom", "attrs": {"silhouette": ["直筒"]}}
          ],
          "avoid": [{"slot": "top", "attrs": {"neckline": ["深V"]}}],
          "explanation": "面试场合需要干练可信的轮廓。"
        }
      }
    ],
    "context": {
      "body_shape": "A型",
      "features": ["溜肩"],
      "goals": ["修饰溜肩"],
      "temperature": 22.0,
      "occasion": "面试"
    },
    "expect": {
      "must_recommend": [
        {"slot": "top", "attrs_include": {"shoulder": ["垫肩"]}},
        {"slot": "top", "attrs_include": {"sleeve": ["泡泡袖"]}},
        {"slot": "top", "attrs_include": {"collar": ["衬衫领"]}},
        {"slot": "bottom", "attrs_include": {"silhouette": ["直筒"]}},
        {"slot": "outer", "attrs_include": {"thickness": ["薄款"]}}
      ],
      "must_avoid": [
        {"slot": "top", "attrs_include": {"silhouette": ["修身"]}},
        {"slot": "top", "attrs_include": {"neckline": ["深V"]}},
        {"slot": "outer", "attrs_include": {"thickness": ["厚款"]}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "missing-profile-fields-keep-rules-silent",
    "rules": [
      {
        "rule_key": "G-RULES-11-BODY-A-SHOULDER",
        "category": "body_shape",
        "priority": 90,
        "confidence": 0.95,
        "conditions": {
          "body_shape": "A型",
          "features": {"include": ["溜肩"]},
          "goals": {"include": ["修饰溜肩"]}
        },
        "effects": {
          "recommend": [
            {"slot": "top", "attrs": {"shoulder": ["垫肩"], "sleeve": ["泡泡袖"]}}
          ],
          "avoid": [{"slot": "top", "attrs": {"silhouette": ["修身"]}}],
          "explanation": "溜肩需要用垫肩与泡泡袖在肩部建立结构感。"
        }
      },
      {
        "rule_key": "G-RULES-12-TEMP-18-26",
        "category": "temperature",
        "priority": 75,
        "confidence": 0.85,
        "conditions": {"temperature": {"min": 18, "max": 26}},
        "effects": {
          "recommend": [{"slot": "outer", "attrs": {"thickness": ["薄款"]}}],
          "avoid": [{"slot": "outer", "attrs": {"thickness": ["厚款"]}}],
          "explanation": "18-26℃ 单层薄外套最舒适。"
        }
      }
    ],
    "context": {"features": ["溜肩"], "goals": ["修饰溜肩"]},
    "expect": {
      "forbidden_recommend": [
        {"slot": "top", "attrs_include": {}},
        {"slot": "outer", "attrs_include": {}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "temperature-lower-bound-inclusive",
    "rules": [
      {
        "rule_key": "G-RULES-13-TEMP-18-26",
        "category": "temperature",
        "priority": 75,
        "confidence": 0.85,
        "conditions": {"temperature": {"min": 18, "max": 26}},
        "effects": {
          "recommend": [{"slot": "outer", "attrs": {"thickness": ["薄款"]}}],
          "avoid": [{"slot": "outer", "attrs": {"thickness": ["厚款"]}}],
          "explanation": "18-26℃ 单层薄外套最舒适。"
        }
      }
    ],
    "context": {"temperature": 18.0},
    "expect": {
      "must_recommend": [
        {"slot": "outer", "attrs_include": {"thickness": ["薄款"]}}
      ],
      "must_avoid": [
        {"slot": "outer", "attrs_include": {"thickness": ["厚款"]}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "temperature-below-range-stays-silent",
    "rules": [
      {
        "rule_key": "G-RULES-14-TEMP-18-26",
        "category": "temperature",
        "priority": 75,
        "confidence": 0.85,
        "conditions": {"temperature": {"min": 18, "max": 26}},
        "effects": {
          "recommend": [{"slot": "outer", "attrs": {"thickness": ["薄款"]}}],
          "avoid": [{"slot": "outer", "attrs": {"thickness": ["厚款"]}}],
          "explanation": "18-26℃ 单层薄外套最舒适。"
        }
      }
    ],
    "context": {"temperature": 17.5},
    "expect": {
      "forbidden_recommend": [
        {"slot": "outer", "attrs_include": {}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "interview-occasion-collar-and-neckline",
    "rules": [
      {
        "rule_key": "G-RULES-15-OCC-INTERVIEW",
        "category": "occasion",
        "priority": 80,
        "confidence": 0.9,
        "conditions": {"occasion": "面试"},
        "effects": {
          "recommend": [
            {"slot": "top", "attrs": {"collar": ["衬衫领"]}},
            {"slot": "bottom", "attrs": {"silhouette": ["直筒"]}}
          ],
          "avoid": [{"slot": "top", "attrs": {"neckline": ["深V"]}}],
          "explanation": "面试场合需要干练可信的轮廓。"
        }
      }
    ],
    "context": {"occasion": "面试"},
    "expect": {
      "must_recommend": [
        {"slot": "top", "attrs_include": {"collar": ["衬衫领"]}},
        {"slot": "bottom", "attrs_include": {"silhouette": ["直筒"]}}
      ],
      "must_avoid": [
        {"slot": "top", "attrs_include": {"neckline": ["深V"]}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "composite-priority-chain-hard-taboo-body",
    "rules": [
      {
        "rule_key": "G-RULES-16-HARD-FORMAL",
        "category": "compliance",
        "priority": 100,
        "confidence": 1.0,
        "is_hard": true,
        "conditions": {"occasion": {"include": ["红毯", "晚宴"]}},
        "effects": {
          "avoid": [
            {"slot": "accessory", "attrs": {"material": ["真兽皮"]}},
            {"slot": "shoes", "attrs": {"material": ["真皮"]}}
          ],
          "explanation": "正式场合合规红线：不推荐真兽皮材质。"
        }
      },
      {
        "rule_key": "G-RULES-17-TABOO-MIDRIFF",
        "category": "user_taboo",
        "priority": 95,
        "confidence": 1.0,
        "conditions": {"user_taboos": {"include": ["露脐"]}},
        "effects": {
          "avoid": [{"slot": "top", "attrs": {"length": ["短款", "露脐"]}}],
          "explanation": "用户不接受露脐，已剔除相关单品。"
        }
      },
      {
        "rule_key": "G-RULES-18-BODY-A-SHOULDER",
        "category": "body_shape",
        "priority": 90,
        "confidence": 0.95,
        "conditions": {
          "body_shape": "A型",
          "features": {"include": ["溜肩"]},
          "goals": {"include": ["修饰溜肩"]}
        },
        "effects": {
          "recommend": [
            {"slot": "top", "attrs": {"shoulder": ["垫肩"], "sleeve": ["泡泡袖"]}}
          ],
          "avoid": [{"slot": "top", "attrs": {"silhouette": ["修身"]}}],
          "explanation": "溜肩需要用垫肩与泡泡袖在肩部建立结构感。"
        }
      },
      {
        "rule_key": "G-RULES-19-TREND-CROP",
        "category": "trend",
        "priority": 50,
        "confidence": 0.7,
        "conditions": {"style": "甜酷"},
        "effects": {
          "recommend": [{"slot": "top", "attrs": {"length": ["短款"]}}],
          "explanation": "短款上衣是当季甜酷风的核心单品。"
        }
      }
    ],
    "context": {
      "body_shape": "A型",
      "features": ["溜肩"],
      "goals": ["修饰溜肩"],
      "style": "甜酷",
      "user_taboos": ["露脐"],
      "occasion": "红毯"
    },
    "expect": {
      "must_recommend": [
        {"slot": "top", "attrs_include": {"shoulder": ["垫肩"]}},
        {"slot": "top", "attrs_include": {"sleeve": ["泡泡袖"]}}
      ],
      "must_avoid": [
        {"slot": "top", "attrs_include": {"length": ["露脐"]}},
        {"slot": "shoes", "attrs_include": {"material": ["真皮"]}}
      ],
      "forbidden_recommend": [
        {"slot": "top", "attrs_include": {"length": ["短款"]}},
        {"slot": "shoes", "attrs_include": {"material": ["真皮"]}},
        {"slot": "accessory", "attrs_include": {"material": ["真兽皮"]}}
      ],
      "hard_blocks_nonempty": true
    }
  },
  {
    "name": "features-superset-still-matches-include",
    "rules": [
      {
        "rule_key": "G-RULES-20-BODY-A-SHOULDER",
        "category": "body_shape",
        "priority": 90,
        "confidence": 0.95,
        "conditions": {
          "body_shape": "A型",
          "features": {"include": ["溜肩"]},
          "goals": {"include": ["修饰溜肩"]}
        },
        "effects": {
          "recommend": [
            {"slot": "top", "attrs": {"shoulder": ["垫肩"], "sleeve": ["泡泡袖"]}}
          ],
          "avoid": [{"slot": "top", "attrs": {"silhouette": ["修身"]}}],
          "explanation": "溜肩需要用垫肩与泡泡袖在肩部建立结构感。"
        }
      }
    ],
    "context": {
      "body_shape": "A型",
      "features": ["溜肩", "宽胯"],
      "goals": ["修饰溜肩"]
    },
    "expect": {
      "must_recommend": [
        {"slot": "top", "attrs_include": {"shoulder": ["垫肩"]}}
      ],
      "hard_blocks_nonempty": false
    }
  },
  {
    "name": "goals-partial-miss-blocks-rule",
    "rules": [
      {
        "rule_key": "G-RULES-21-BODY-A-SHOULDER",
        "category": "body_shape",
        "priority": 90,
        "confidence": 0.95,
        "conditions": {
          "body_shape": "A型",
          "features": {"include": ["溜肩"]},
          "goals": {"include": ["修饰溜肩"]}
        },
        "effects": {
          "recommend": [
            {"slot": "top", "attrs": {"shoulder": ["垫肩"], "sleeve": ["泡泡袖"]}}
          ],
          "avoid": [{"slot": "top", "attrs": {"silhouette": ["修身"]}}],
          "explanation": "溜肩需要用垫肩与泡泡袖在肩部建立结构感。"
        }
      }
    ],
    "context": {
      "body_shape": "A型",
      "features": ["溜肩"],
      "goals": ["显瘦"]
    },
    "expect": {
      "forbidden_recommend": [
        {"slot": "top", "attrs_include": {}}
      ],
      "hard_blocks_nonempty": false
    }
  }
]