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LBS Market Analyzer

Name: LBS Market Analyzer
Author: raphaelxiao

作者 raphaelxiao · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ suspicious

506

总下载

当前安装

版本数

在 OpenClaw 中安装

/install lbs-market-analyzer

功能描述

Comprehensive geo-spatial market intelligence and site selection evaluation using AMAP (Gaode) LBS API. Use when the user needs: (1) Competitor distribution...

使用说明 (SKILL.md)

LBS Market Analyzer

This skill provides specialized workflows for analyzing business competitors using geographical data from the AMAP (Gaode) LBS API.

Core Workflow

Setup (Proactive): If AMAP_KEY is missing from environment/.env, run scripts/amap_key_automator.py immediately.
Geocoding: Convert a user's address or point of interest into coordinates.
Competitor Scanning: Retrieve POIs based on industry keywords and radius.
Structured Reporting: Generate a density and gap analysis report.

Usage Guidelines

1. Automated Provisioning

If you don't have an AMAP API Key: python3 scripts/amap_key_automator.py Note: A browser will open for manual Alipay/AMAP login. The script will then automatically create a Web Service Key and append it to .env.

2. Market Analysis Execution

Run the analysis script to fetch data: python3 scripts/competitor_analysis.py --address "YOUR_ADDRESS" --keywords "INDUSTRY_KEYWORDS" --radius 3000

3. Insight Generation

After fetching data, use the logic in references/analysis-logic.md to interpret the results (e.g., identifying "blue oceans" or high-pressure zones).

Scripts

scripts/amap_key_automator.py: Browser automation for AMAP console. Handles login (manual scan) and automatic Key creation.
scripts/competitor_analysis.py: Interacts with AMAP API to fetch POI data. Requires AMAP_KEY.

References

references/analysis-logic.md: Strategies for interpreting data and generating business insights.
references/amap-api-guide.md: API status codes, category lists, and parameter limits.

功能分析

Type: OpenClaw Skill Name: lbs-market-analyzer Version: 1.0.0 The skill includes a browser automation script (scripts/amap_key_automator.py) that uses Playwright to navigate the AMAP (Gaode) developer console, prompting the user to log in and then automatically creating and extracting API keys. While the stated intent is to simplify provisioning, automating UI interactions on a cloud console is a high-risk capability that could be repurposed for unauthorized account actions. Additionally, SKILL.md contains proactive instructions for the AI agent to execute this automation immediately if credentials are missing, increasing the risk of unintended browser-based attacks.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install lbs-market-analyzer
安装完成后，直接呼叫该 Skill 的名称或使用 /lbs-market-analyzer 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

- Initial release of lbs-market-analyzer. - Provides geo-spatial competitor mapping and market analysis using the AMAP (Gaode) LBS API. - Features include competitor distribution scan, site selection evaluation, "Golden Path" flow analysis, and market gap identification. - Automated AMAP API Key provisioning with browser-based login flow. - Includes scripts for both API Key setup and competitor data analysis. - Reference guides supplied for data interpretation and API usage.

元数据

Slug lbs-market-analyzer

版本 1.0.0

许可证 MIT-0

累计安装 1

当前安装数 1

历史版本数 1

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