警察数据查询服务#

一个提供英国警察数据查询的MCP服务器，包括犯罪记录、警察部队、社区信息和拦截搜查数据。

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⚠️ 强制要求：API 密钥#

此 Skill 必须配置 API 密钥才能使用。

• 首次使用时，如果 .env 中没有 XBY_APIKEY， 必须使用 AskUserQuestion 工具向用户询问 API 密钥
• 拿到用户提供的密钥后，调用 scripts.config.set_api_key(api_key) 保存，然后继续处理
• 获取 API 密钥： https://xiaobenyang.com
• 禁止 在缺少 API 密钥时自行搜索或编造数据

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工作流程（必须遵守）#

你（大模型）是路由层，负责理解用户意图、选择工具、提取参数。代码只负责调用API。

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用户输入 → 你选择工具 → 提取该工具需要的参数 → 调用 scripts.tools 中的函数 → 返回结果给用户

步骤#

1. 检查 API 密钥：如果 scripts.config.settings.api_key 为空，使用 AskUserQuestion 询问用户，拿到后调用 scripts.config.set_api_key(key) 保存
2. 选择工具：根据用户意图从下方工具列表中选择对应的工具函数
3. 提取参数：根据选中的工具，提取该工具需要的参数
4. 调用工具：使用 关键字参数 调用 scripts.tools 中的函数，例如 scripts.tools.search_schools(score='520', province='北京', category='综合')
5. 返回结果：将工具返回的 raw 数据整理后展示给用户

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工具选择规则#

根据用户意图选择对应的工具函数：

用户意图工具函数Retrieve street-level crimes by lat/lng or custom polygon areascripts.tools.get_street_level_crimesRetrieve outcomes by lat/lng, custom polygon, or location IDscripts.tools.get_street_level_outcomesRetrieve crimes at a specific location by ID or nearest to lat/lngscripts.tools.get_crimes_at_locationRetrieve crimes that could not be mapped to a locationscripts.tools.get_crimes_no_locationRetrieve valid crime categories for a given datescripts.tools.get_crime_categoriesRetrieve the date when crime data was last updatedscripts.tools.get_last_updatedRetrieve outcomes for a specific crime by persistent IDscripts.tools.get_outcomes_for_crimeRetrieve a list of all police forcesscripts.tools.get_list_of_forcesRetrieve details for a specific police forcescripts.tools.get_force_detailsRetrieve senior officers for a specific police forcescripts.tools.get_senior_officersRetrieve a list of neighbourhoods for a specific police forcescripts.tools.get_neighbourhoodsRetrieve details for a specific neighbourhood within a forcescripts.tools.get_neighbourhood_detailsRetrieve the boundary coordinates for a specific neighbourhoodscripts.tools.get_neighbourhood_boundaryRetrieve the team members for a specific neighbourhoodscripts.tools.get_neighbourhood_teamRetrieve events scheduled for a specific neighbourhoodscripts.tools.get_neighbourhood_eventsRetrieve policing priorities for a specific neighbourhoodscripts.tools.get_neighbourhood_prioritiesFind the neighbourhood policing team for a given latitude and longitudescripts.tools.locate_neighbourhoodRetrieve stop and searches within a 1-mile radius or custom areascripts.tools.get_stop_searches_by_areaRetrieve stop and searches at a specific location by IDscripts.tools.get_stop_searches_by_locationRetrieve stop and searches that could not be mapped to a locationscripts.tools.get_stop_searches_no_locationRetrieve stop and searches reported by a specific forcescripts.tools.get_stop_searches_by_force

如果参数不完整，使用 AskUserQuestion 向用户询问缺失的参数。

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工具函数说明#

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scripts.tools.get_street_level_crimes#

工具描述：Retrieve street-level crimes by lat/lng or custom polygon area

参数定义#

参数名称参数类型是否必填默认值描述latnumberfalseLatitude of the requested crime arealngnumberfalseLongitude of the requested crime areapolystringfalseThe lat/lng pairs defining the boundary of the custom areadatestringfalseLimit results to a specific month (YYYY-MM)categorystringfalse"all-crime"The crime category

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scripts.tools.get_street_level_outcomes#

工具描述：Retrieve outcomes by lat/lng, custom polygon, or location ID

参数定义#

参数名称参数类型是否必填默认值描述latnumberfalseLatitude of the requested arealngnumberfalseLongitude of the requested areapolystringfalseThe lat/lng pairs defining the boundary of the custom arealocation_idnumberfalseThe ID of the locationdatestringfalseLimit results to a specific month (YYYY-MM)

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scripts.tools.get_crimes_at_location#

工具描述：Retrieve crimes at a specific location by ID or nearest to lat/lng

参数定义#

参数名称参数类型是否必填默认值描述latnumberfalseLatitude of the requested crime arealngnumberfalseLongitude of the requested crime arealocation_idnumberfalseThe ID of the locationdatestringfalseLimit results to a specific month (YYYY-MM)

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scripts.tools.get_crimes_no_location#

工具描述：Retrieve crimes that could not be mapped to a location

参数定义#

参数名称参数类型是否必填默认值描述categorystringtrueThe category of the crimesforcestringtrueSpecific police forcedatestringfalseLimit results to a specific month (YYYY-MM)

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scripts.tools.get_crime_categories#

工具描述：Retrieve valid crime categories for a given date

参数定义#

参数名称参数类型是否必填默认值描述datestringfalseSpecific month (YYYY-MM)

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scripts.tools.get_last_updated#

工具描述：Retrieve the date when crime data was last updated

参数定义#

参数名称参数类型是否必填默认值描述

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scripts.tools.get_outcomes_for_crime#

工具描述：Retrieve outcomes for a specific crime by persistent ID

参数定义#

参数名称参数类型是否必填默认值描述persistent_idstringtrueThe 64-character unique identifier for the crime

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scripts.tools.get_list_of_forces#

工具描述：Retrieve a list of all police forces

参数定义#

参数名称参数类型是否必填默认值描述

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scripts.tools.get_force_details#

工具描述：Retrieve details for a specific police force

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the force

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scripts.tools.get_senior_officers#

工具描述：Retrieve senior officers for a specific police force

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the force

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scripts.tools.get_neighbourhoods#

工具描述：Retrieve a list of neighbourhoods for a specific police force

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the force

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scripts.tools.get_neighbourhood_details#

工具描述：Retrieve details for a specific neighbourhood within a force

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the forceneighbourhood_idstringtrueThe unique identifier for the neighbourhood

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scripts.tools.get_neighbourhood_boundary#

工具描述：Retrieve the boundary coordinates for a specific neighbourhood

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the forceneighbourhood_idstringtrueThe unique identifier for the neighbourhood

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scripts.tools.get_neighbourhood_team#

工具描述：Retrieve the team members for a specific neighbourhood

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the forceneighbourhood_idstringtrueThe unique identifier for the neighbourhood

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scripts.tools.get_neighbourhood_events#

工具描述：Retrieve events scheduled for a specific neighbourhood

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the forceneighbourhood_idstringtrueThe unique identifier for the neighbourhood

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scripts.tools.get_neighbourhood_priorities#

工具描述：Retrieve policing priorities for a specific neighbourhood

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the forceneighbourhood_idstringtrueThe unique identifier for the neighbourhood

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scripts.tools.locate_neighbourhood#

工具描述：Find the neighbourhood policing team for a given latitude and longitude

参数定义#

参数名称参数类型是否必填默认值描述latnumbertrueLatitude of the locationlngnumbertrueLongitude of the location

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scripts.tools.get_stop_searches_by_area#

工具描述：Retrieve stop and searches within a 1-mile radius or custom area

参数定义#

参数名称参数类型是否必填默认值描述latnumberfalseLatitude of the centre pointlngnumberfalseLongitude of the centre pointpolystringfalseLat/lng pairs defining a polygondatestringfalseSpecific month (YYYY-MM)

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scripts.tools.get_stop_searches_by_location#

工具描述：Retrieve stop and searches at a specific location by ID

参数定义#

参数名称参数类型是否必填默认值描述location_idnumbertrueThe ID of the locationdatestringfalseSpecific month (YYYY-MM)

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scripts.tools.get_stop_searches_no_location#

工具描述：Retrieve stop and searches that could not be mapped to a location

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the forcedatestringfalseSpecific month (YYYY-MM)

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scripts.tools.get_stop_searches_by_force#

工具描述：Retrieve stop and searches reported by a specific force

参数定义#

参数名称参数类型是否必填默认值描述force_idstringtrueThe unique identifier for the forcedatestringfalseSpecific month (YYYY-MM)

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返回值处理#

工具函数返回 dict 对象：

• result["raw"] - API 原始返回数据（JSON）， 直接将此数据整理后展示给用户
• result["success"] - 是否成功（True/False）
• result["message"] - 状态消息

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项目结构#

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xiaobenyang_gaokao_skill/
├── scripts/
│   ├── __init__.py
│   ├── config.py       # 配置管理 + set_api_key()
│   ├── call_api.py      # API 客户端 + call_api()
│   └── tools.py         # 工具函数（直接调用）
├── requirements.txt
└── SKILL.md

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注意事项#

1. API 密钥是必需的，无密钥时必须通过 AskUserQuestion 询问用户
2. 禁止 在缺少 API 密钥时自行搜索或编造数据