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gaokao-volunteer-system/data/crowd_db/hubei.json
Hermes Agent aeb1fd56a6
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feat(rules): Phase1 - 提前批军校/公安 + 专项计划规则补充
数据层:
1. special_programs.json: 新增2个项目(军校本科提前批+公安院校本科提前批)
   总项目数从12提升到14
2. special_programs_rules.json: 新增11条规则
   - 军校: 年龄限制+军检+政审+分数优势 (4条)
   - 公安: 体能测试+联考入警率+公安专业vs非公安专业 (3条)
   - 专项计划: 国家专项资格+地方专项资格+高校专项报名+降分对比 (4条)
   总规则数从23提升到34
3. crowd_db 31省JSON: 新增军校(29省)+公安院校(30省) program_type标记

代码层:
4. special_programs_loader.py: 新增4个查询接口
   - list_programs_by_batch(按批次筛选)
   - list_programs_by_category(按类别筛选)
   - list_categories(列出所有类别)
   - get_rules_by_category(按类别获取规则)

前端层:
5. 政策中心页增加'提前批与专项计划'板块
   含7类特殊招生类型说明

测试: 60+15=75 passed
2026-06-29 07:50:19 +08:00

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{
"province": "湖北",
"last_updated": "2026-06-25",
"data_year": 2025,
"source": "湖北 crowd_db 可用版人工结构化摘要2025 官方分数线锚点 + 省内头部 985/211 + 省外热门对标 + 多平台热点交叉整理2026-06-24",
"source_url": "https://www.hbea.edu.cn/",
"source_type": "manual_summary",
"confidence": 0.82,
"score_ranges": [
{
"range": [
640,
700
],
"note": "顶尖段(武大/华科顶尖专业)",
"recommendations": [
{
"name": "武汉大学",
"major": "测绘类",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 8,
"alternatives": [
{
"name": "华中科技大学",
"major": "机械设计制造及其自动化",
"score": 97
},
{
"name": "华中师范大学",
"major": "遥感科学与技术",
"score": 96
},
{
"name": "武汉理工大学",
"major": "测绘类",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 6,
"score": 50
}
],
"program_type": "军校"
},
{
"name": "武汉大学",
"major": "口腔医学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 7,
"alternatives": [
{
"name": "华中科技大学",
"major": "临床医学",
"score": 98
},
{
"name": "中南财经政法大学",
"major": "临床医学",
"score": 97
},
{
"name": "华中师范大学",
"major": "口腔医学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 5,
"score": 50
}
],
"program_type": "公安院校"
},
{
"name": "华中科技大学",
"major": "计算机科学与技术",
"frequency": 4,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 12,
"alternatives": [
{
"name": "武汉大学",
"major": "计算机科学与技术",
"score": 97
},
{
"name": "武汉理工大学",
"major": "人工智能",
"score": 96
},
{
"name": "华中师范大学",
"major": "计算机科学与技术",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 10,
"score": 75
}
],
"program_type": null
},
{
"name": "武汉理工大学",
"major": "材料科学与工程",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 7,
"alternatives": [
{
"name": "华中科技大学",
"major": "材料科学与工程",
"score": 93
},
{
"name": "武汉大学",
"major": "材料科学与工程",
"score": 91
},
{
"name": "华中师范大学",
"major": "材料科学与工程",
"frequency": 1,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 5,
"score": 25
}
],
"program_type": null
},
{
"name": "华中农业大学",
"major": "生物科学",
"frequency": 2,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "武汉大学",
"major": "生物科学",
"score": 92
},
{
"name": "中国地质大学(武汉)",
"major": "生物科学",
"score": 88
},
{
"name": "华中科技大学",
"major": "生物科学",
"frequency": 1,
"platforms": [
"元宝",
"百度"
],
"predicted_increase": 4,
"score": 25
}
],
"program_type": "农林院校特色类"
},
{
"name": "三峡大学",
"major": "水利水电工程",
"subject_requirements": {
"preferred_subject": "物理",
"reselect_subject": [
"化学"
],
"note": "首选物理,再选化学"
},
"program_type": null,
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "湖北医药学院",
"major": "预防医学",
"subject_requirements": {
"preferred_subject": "物理",
"reselect_subject": [
"化学",
"生物"
],
"note": "首选物理,再选化学/生物"
},
"program_type": "医学类特色",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "江汉大学",
"major": "历史学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": null,
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "黄冈师范学院",
"major": "历史学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": "师范教育类",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "长江大学",
"major": "农学",
"subject_requirements": {
"preferred_subject": "物理",
"reselect_subject": [],
"note": "首选物理"
},
"program_type": "农林类特色",
"frequency": 2,
"platforms": [
"百度",
"豆包"
],
"predicted_increase": 0,
"alternatives": []
},
{
"name": "湖北师范大学",
"major": "历史学",
"subject_requirements": {
"preferred_subject": "历史",
"reselect_subject": [],
"note": "首选历史"
},
"program_type": "师范教育类",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 0,
"alternatives": []
}
]
},
{
"range": [
600,
640
],
"note": "985 中段(武大/华科主流专业)",
"recommendations": [
{
"name": "武汉大学",
"major": "法学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 9,
"alternatives": [
{
"name": "华中科技大学",
"major": "法学",
"score": 95
},
{
"name": "中南财经政法大学",
"major": "法学",
"score": 94
},
{
"name": "华中师范大学",
"major": "法学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 7,
"score": 50
}
],
"program_type": null
},
{
"name": "华中科技大学",
"major": "电气工程及其自动化",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 8,
"alternatives": [
{
"name": "武汉大学",
"major": "电气工程及其自动化",
"score": 95
},
{
"name": "中南财经政法大学",
"major": "自动化",
"score": 93
},
{
"name": "华中师范大学",
"major": "电气工程及其自动化",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 6,
"score": 50
}
],
"program_type": null
},
{
"name": "武汉理工大学",
"major": "材料科学与工程",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "中国地质大学(武汉)",
"major": "地质学",
"score": 92
},
{
"name": "中国地质大学(武汉)",
"major": "无机非金属材料工程",
"score": 91
},
{
"name": "武汉大学",
"major": "材料科学与工程",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 4,
"score": 50
}
],
"program_type": null
},
{
"name": "中南财经政法大学",
"major": "会计学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 6,
"alternatives": [
{
"name": "武汉大学",
"major": "会计学",
"score": 91
},
{
"name": "华中科技大学",
"major": "会计学",
"score": 89
},
{
"name": "华中师范大学",
"major": "会计学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 4,
"score": 50
}
],
"program_type": null
},
{
"name": "中国地质大学(武汉)",
"major": "地质学",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "武汉理工大学",
"major": "地质学",
"score": 86
},
{
"name": "长江大学",
"major": "地质学",
"score": 82
},
{
"name": "武汉大学",
"major": "地质学",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 3,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
560,
600
],
"note": "211 中段(华师/中南财/地大/武汉理工主流专业)",
"recommendations": [
{
"name": "华中师范大学",
"major": "汉语言文学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 7,
"alternatives": [
{
"name": "中南财经政法大学",
"major": "教育学",
"score": 93
},
{
"name": "武汉大学",
"major": "汉语言文学",
"score": 95
},
{
"name": "华中科技大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 5,
"score": 50
}
],
"program_type": "师范教育类"
},
{
"name": "中南财经政法大学",
"major": "会计学",
"frequency": 4,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 11,
"alternatives": [
{
"name": "湖北大学",
"major": "金融学",
"score": 95
},
{
"name": "武汉大学",
"major": "会计学",
"score": 96
},
{
"name": "华中科技大学",
"major": "会计学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 9,
"score": 75
}
],
"program_type": null
},
{
"name": "中国地质大学(武汉)",
"major": "地质学",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "武汉科技大学",
"major": "地质学",
"score": 91
},
{
"name": "成都理工大学",
"major": "地质学",
"score": 89
},
{
"name": "武汉大学",
"major": "地质学",
"frequency": 1,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 3,
"score": 25
}
],
"program_type": null
},
{
"name": "武汉理工大学",
"major": "车辆工程",
"frequency": 3,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 8,
"alternatives": [
{
"name": "华中农业大学",
"major": "材料化学",
"score": 92
},
{
"name": "华中科技大学",
"major": "车辆工程",
"score": 95
},
{
"name": "武汉大学",
"major": "车辆工程",
"frequency": 2,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 6,
"score": 50
}
],
"program_type": null
},
{
"name": "湖北大学",
"major": "汉语言文学",
"frequency": 3,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "华中师范大学",
"major": "汉语言文学",
"score": 89
},
{
"name": "湖北师范大学",
"major": "汉语言文学",
"score": 84
},
{
"name": "武汉大学",
"major": "汉语言文学",
"frequency": 2,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 3,
"score": 50
}
],
"program_type": null
},
{
"name": "武汉工程大学",
"major": "化学工程与工艺",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "武汉科技大学",
"major": "化学工程与工艺",
"score": 85
},
{
"name": "湖北工业大学",
"major": "化学工程与工艺",
"score": 83
},
{
"name": "武汉大学",
"major": "化学工程与工艺",
"frequency": 1,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 3,
"score": 25
}
],
"program_type": null
}
]
},
{
"range": [
525,
560
],
"note": "特殊招生线附近(围绕 2025 物理特控线 525 / 历史特控线 540",
"recommendations": [
{
"name": "华中农业大学",
"major": "农学",
"frequency": 2,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "湖北大学",
"major": "农学",
"score": 89
},
{
"name": "西北农林科技大学",
"major": "农学",
"score": 90
},
{
"name": "武汉大学",
"major": "农学",
"frequency": 1,
"platforms": [
"千问",
"百度"
],
"predicted_increase": 2,
"score": 25
}
],
"program_type": "农林类特色"
},
{
"name": "中南财经政法大学",
"major": "金融学",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 9,
"alternatives": [
{
"name": "武汉科技大学",
"major": "工商管理",
"score": 93
},
{
"name": "上海财经大学",
"major": "金融学",
"score": 95
},
{
"name": "武汉大学",
"major": "金融学",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度",
"豆包"
],
"predicted_increase": 7,
"score": 50
}
],
"program_type": null
},
{
"name": "华中师范大学",
"major": "数学与应用数学",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "湖北大学",
"major": "英语",
"score": 90
},
{
"name": "武汉大学",
"major": "数学与应用数学",
"score": 94
},
{
"name": "华中科技大学",
"major": "数学与应用数学",
"frequency": 1,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 3,
"score": 25
}
],
"program_type": "师范教育类"
},
{
"name": "武汉理工大学",
"major": "计算机科学与技术",
"frequency": 3,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 8,
"alternatives": [
{
"name": "华中科技大学",
"major": "计算机科学与技术",
"score": 96
},
{
"name": "中南民族大学",
"major": "计算机科学与技术",
"score": 86
},
{
"name": "武汉大学",
"major": "计算机科学与技术",
"frequency": 2,
"platforms": [
"千问",
"元宝",
"百度"
],
"predicted_increase": 6,
"score": 50
}
],
"program_type": null
},
{
"name": "湖北工业大学",
"major": "机械设计制造及其自动化",
"frequency": 3,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 5,
"alternatives": [
{
"name": "武汉工程大学",
"major": "机械设计制造及其自动化",
"score": 84
},
{
"name": "武汉纺织大学",
"major": "机械设计制造及其自动化",
"score": 82
},
{
"name": "武汉大学",
"major": "机械设计制造及其自动化",
"frequency": 2,
"platforms": [
"千问",
"百度",
"豆包"
],
"predicted_increase": 3,
"score": 50
}
],
"program_type": "艺体类"
},
{
"name": "武汉纺织大学",
"major": "纺织工程",
"frequency": 2,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 4,
"alternatives": [
{
"name": "湖北美术学院",
"major": "艺术设计",
"score": 83
},
{
"name": "武汉工程大学",
"major": "纺织工程",
"score": 81
},
{
"name": "武汉大学",
"major": "纺织工程",
"frequency": 1,
"platforms": [
"元宝",
"豆包"
],
"predicted_increase": 2,
"score": 25
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525
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"元宝",
"百度"
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{
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},
{
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"千问",
"元宝",
"百度"
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{
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"元宝",
"百度",
"豆包"
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{
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"百度",
"豆包"
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"百度"
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{
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"豆包"
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{
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"元宝",
"百度"
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},
{
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"platforms": [
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"元宝",
"百度"
],
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{
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"platforms": [
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"豆包"
],
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{
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},
{
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"豆包"
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400,
450
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"major": "化学工程与工艺",
"frequency": 2,
"platforms": [
"千问",
"元宝"
],
"predicted_increase": 5,
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{
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{
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{
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"platforms": [
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"元宝"
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"predicted_increase": 3,
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"百度"
],
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"豆包"
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{
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{
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400
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"百度"
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{
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"百度"
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