城市踏勘官 CityScout

When To Use

Use this skill when the user needs to plan a site visit, urban survey, commercial location scouting, citywalk research route, district renewal walkthrough, tourism route audit, or place-based field investigation.

Typical Chinese triggers:

• 城市踏勘
• 现场调研
• 城市更新
• 商业选址
• 文旅动线
• 街区活力
• 片区走访
• 帮我规划调研路线
• 帮我看这个地块周边

Goal

Turn a vague location-based task into a practical fieldwork package:

• a route with ordered stops
• the reason each stop matters
• what to observe at each stop
• key POI and facility evidence
• risk and opportunity notes
• photo checklist
• short reporting summary

Required Inputs

Ask only for missing essentials:

• city or district
• target area or anchor location
• task type
• time budget
• travel mode

If the user does not specify a task type, choose the closest one:

• urban renewal survey
• commercial site selection
• cultural tourism route planning
• night safety route audit
• community service facility scan

Amap Capabilities To Use

Use Amap Open Platform capabilities where available:

• Geocoding API: convert the target area or anchor place into coordinates.
• Place Search / Around Search: find POIs around the target area.
• Walking / Driving / Transit Direction API: order stops into a feasible route.
• District / Administrative Boundary API: identify the district context.
• Weather API: add fieldwork weather reminders when relevant.
• Static map or JSAPI map: visualize route and stops if a demo surface is available.

If API access is unavailable, produce a transparent mock route and label it as a demo plan that should be verified with Amap data before submission or fieldwork.

Workflow

1. Clarify the fieldwork task.
2. Define the survey radius and time budget.
3. Identify anchor points:
   • transit access
   • parking
   • major commercial nodes
   • public service facilities
   • parks, schools, hospitals, cultural landmarks
   • safety and management nodes such as police stations, convenience stores, lit streets
4. Select 5-8 stops that represent different spatial questions.
5. Arrange a route that fits the user's time budget and travel mode.
6. Produce an observation checklist for each stop.
7. Summarize:
   • opportunities
   • risks
   • missing evidence
   • next actions
8. End with a paste-ready reporting paragraph.

Output Format

Use this structure:

# 城市踏勘路线

## 任务判断

## 高德能力调用说明

## 推荐路线

| 顺序 | 点位 | 为什么去 | 现场观察 | 拍照建议 |
|---:|---|---|---|---|

## 风险与机会

## 现场执行清单

## 3 句汇报摘要

## 待核实数据

Quality Rules

• Do not produce generic tourist recommendations.
• Every stop must serve a fieldwork question.
• Every conclusion must distinguish evidence, inference, and uncertainty.
• Prefer a route that can actually be walked or driven within the time budget.
• Include at least one route-level tradeoff, such as coverage versus depth.
• Keep the final answer practical enough for someone to leave for the site immediately.

Example Prompt

帮我为“福州烟台山历史风貌区城市更新踏勘”规划一条 90 分钟步行路线。重点看商业活力、历史建筑利用、慢行体验、公共服务和夜间安全，输出点位、观察清单、拍照建议和 3 句汇报摘要。

Example Output Summary

城市踏勘官会先定位烟台山片区，再围绕入口交通、核心街巷、商业节点、历史建筑、公园界面、社区服务和安全节点组织 6-8 个点位，形成一条 90 分钟步行路线。输出不只是路线，还包括每个点位该看什么、拍什么、怎么判断机会和风险，以及可以直接放进会议材料的简短汇报。