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Healthcare Monitor

aaaaqwq/claude-code-skills

  • 55 installs
  • 82 repo stars
  • Updated August 2, 2026
  • aaaaqwq/claude-code-skills

healthcare-monitor is a Claude Code skill that monitors Chinese healthcare companies' business-registry changes to detect and alert on funding signals.

About

healthcare-monitor is a skill that monitors Chinese healthcare companies for undisclosed funding signals. It periodically scrapes business-registry data (Tianyancha/Qichacha) via Playwright, does incremental change detection, and scores signals like new institutional shareholders or registered-capital increases into confidence-weighted funding alerts. It pushes alerts to Telegram and Feishu and generates daily and weekly reports. It is used by media, VC/PE and pharma BD teams to spot funding leads early.

  • Monitors Chinese healthcare companies' business-registry changes to detect funding signals
  • Scrapes Tianyancha/Qichacha via Playwright and scores change signals into confidence-weighted alerts
  • Pushes alerts to Telegram and Feishu and generates daily/weekly reports

Healthcare Monitor by the numbers

  • 55 all-time installs (skills.sh)
  • Ranked #1,047 of 2,719 Automation & Workflows skills by installs in the Skillselion catalog
  • Data as of Aug 3, 2026 (Skillselion catalog sync)
At a glance

healthcare-monitor capabilities & compatibility

Capabilities
web scraping · monitoring · data analysis
Works with
playwright
Use cases
web scraping · data analysis · research
Pricing
Free
From the docs

What healthcare-monitor says it does

医疗行业企业融资监控系统。实时监控医疗健康企业的工商变更，识别融资信号
SKILL.md
allowed-tools: Bash, Read, Write, Edit, Exec, Browser, Message, Cron
SKILL.md
npx skills add https://github.com/aaaaqwq/claude-code-skills --skill healthcare-monitor

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Listed on Skillselion
Installs55
repo stars★ 82
Last updatedAugust 2, 2026
Repositoryaaaaqwq/claude-code-skills ↗

What it does

Use it to monitor healthcare companies' registry changes and get scored funding-signal alerts and reports.

Who is it for?

Early detection of undisclosed healthcare-company funding events for media, VC/PE and pharma BD.

Skip if: General agent building, non-China markets, or use cases without web-registry scraping.

When should I use this skill?

The user wants to monitor company registry changes and get funding-signal alerts.

What you get

Confidence-scored funding alerts pushed to chat, plus daily/weekly monitoring reports.

  • Confidence-scored funding-signal alerts
  • Daily and weekly monitoring reports

By the numbers

  • 3-tier signal scoring (strong/medium/weak) with weighted confidence
  • check intervals of 1h/6h/24h by priority

Files

SKILL.mdMarkdownGitHub ↗

医疗行业企业融资监控系统

概述

本技能实现医疗健康行业企业的融资信号实时监控，通过工商变更数据识别未披露的融资事件，为媒体、投资机构提供情报服务。

核心功能

1. 企业监控列表管理

  • 添加/删除监控企业
  • 按行业、地区、规模分类
  • 设置监控优先级

2. 工商变更检测

  • 定时爬取天眼查/企查查
  • 增量对比检测变更
  • 识别关键变更类型

3. 融资信号识别

  • AI 判断是否为融资
  • 融资轮次推断
  • 投资方识别

4. 多渠道推送

  • Telegram 实时告警
  • 飞书群组推送
  • 日报/周报生成

文件结构

skills/healthcare-monitor/
├── SKILL.md                 # 技能说明
├── config/
│   ├── companies.json       # 监控企业列表
│   └── settings.json        # 配置参数
├── scripts/
│   ├── monitor.py           # 主监控脚本
│   ├── scraper.py           # 数据采集
│   ├── analyzer.py          # 融资分析
│   └── notifier.py          # 推送通知
├── data/
│   ├── snapshots/           # 企业快照
│   ├── changes/             # 变更记录
│   └── reports/             # 生成的报告
└── templates/
    ├── alert.md             # 告警模板
    └── daily_report.md      # 日报模板

快速开始

1. 添加监控企业

# 添加单个企业
python3 ~/clawd/skills/healthcare-monitor/scripts/monitor.py add "北京某某医疗科技有限公司"

# 批量导入
python3 ~/clawd/skills/healthcare-monitor/scripts/monitor.py import companies.csv

2. 手动检查

# 检查所有企业
python3 ~/clawd/skills/healthcare-monitor/scripts/monitor.py check

# 检查单个企业
python3 ~/clawd/skills/healthcare-monitor/scripts/monitor.py check "公司名称"

3. 设置定时任务

# 每小时检查重点企业
# 使用 OpenClaw cron 工具设置

融资信号识别规则

强信号 (置信度 >80%)

信号描述权重
新增机构股东股东名称包含"投资/资本/基金/创投"+40
注册资本增加增幅 >10%+30
股权稀释创始人持股比例下降+20

中信号 (置信度 50-80%)

信号描述权重
新增自然人股东可能是投资人代持+15
经营范围扩大业务扩张信号+10
办公地址变更搬迁到更好区域+10

弱信号 (置信度 <50%)

信号描述权重
仅注册资本增加可能是内部增资+10
法人变更可能是内部调整+5

融资轮次判断

种子/天使轮:
  - 公司成立 <2 年
  - 注册资本 <500 万
  - 新股东为天使投资人

A轮:
  - 公司成立 2-4 年
  - 注册资本增幅 20-50%
  - 新股东为知名 VC

B轮+:
  - 公司成立 >3 年
  - 注册资本增幅 10-30%
  - 新股东为大型 PE/战略投资者

数据采集

天眼查采集

# 采集字段
fields = {
    "basic": ["公司名称", "法人", "注册资本", "成立日期", "经营状态"],
    "shareholders": ["股东名称", "持股比例", "认缴出资", "出资日期"],
    "changes": ["变更时间", "变更项目", "变更前", "变更后"],
    "investments": ["被投企业", "投资金额", "投资时间"],
}

反爬策略

策略:
  - 使用 Playwright 无头浏览器
  - 随机延迟 3-10 秒
  - 轮换 User-Agent
  - 代理 IP 池 (可选)
  - 模拟人类行为 (滚动、点击)

限制:
  - 每小时最多 100 次请求
  - 单企业每天最多查询 3 次
  - 遇到验证码暂停并告警

推送配置

Telegram 推送

{
  "telegram": {
    "enabled": true,
    "bot_token": "从 config 读取",
    "chat_id": "REDACTED_TG_USER_ID",
    "alert_level": "high"
  }
}

飞书推送

{
  "feishu": {
    "enabled": true,
    "webhook": "从 config 读取",
    "alert_level": "all"
  }
}

告警模板

融资告警

🚨 **融资信号告警**

**企业**: {{company_name}}
**变更时间**: {{change_date}}
**置信度**: {{confidence}}%

**变更详情**:
- 注册资本: {{old_capital}} → {{new_capital}}
- 新增股东: {{new_shareholders}}
- 股权变化: {{equity_changes}}

**AI 分析**:
- 融资轮次: {{round_estimate}}
- 融资金额: {{amount_estimate}}
- 投资方: {{investors}}

**数据来源**: 天眼查
**监控时间**: {{monitor_time}}

API 接口

查询企业状态

GET /api/company/{company_name}

Response:
{
  "name": "公司名称",
  "last_check": "2026-02-03 22:00:00",
  "status": "normal",
  "recent_changes": [...],
  "funding_signals": [...]
}

添加监控

POST /api/monitor
{
  "company_name": "公司名称",
  "priority": "high",
  "check_interval": "hourly"
}

使用场景

场景一: 媒体情报

动脉网等医疗媒体使用，第一时间获取融资新闻线索。

工作流:
  1. 系统检测到融资信号
  2. 推送到编辑 Telegram
  3. 编辑核实后发布新闻
  4. 比竞争对手快 24-48 小时

场景二: 投资机构

VC/PE 使用，发现潜在投资标的或跟投机会。

工作流:
  1. 系统检测到 A 轮融资
  2. 推送到投资经理
  3. 评估是否跟进
  4. 主动联系企业

场景三: 大药企 BD

药企商务拓展部门使用，寻找合作/收购标的。

工作流:
  1. 系统检测到目标领域企业融资
  2. 推送到 BD 团队
  3. 评估合作可能性
  4. 发起商务接触

监控企业列表 (初始)

医疗器械

  • 迈瑞医疗
  • 联影医疗
  • 微创医疗
  • 先瑞达医疗
  • 心脉医疗

创新药

  • 百济神州
  • 信达生物
  • 君实生物
  • 再鼎医药
  • 和黄医药

医疗AI

  • 推想科技
  • 数坤科技
  • 深睿医疗
  • 汇医慧影
  • 医渡云

互联网医疗

  • 微医集团
  • 丁香园
  • 春雨医生
  • 好大夫在线
  • 平安好医生

基因检测

  • 华大基因
  • 贝瑞基因
  • 燃石医学
  • 泛生子
  • 诺禾致源

配置参数

{
  "check_interval": {
    "high_priority": "1h",
    "normal": "6h",
    "low": "24h"
  },
  "alert_threshold": {
    "confidence": 60,
    "capital_change_percent": 10
  },
  "scraper": {
    "delay_min": 3,
    "delay_max": 10,
    "max_requests_per_hour": 100
  },
  "notification": {
    "telegram": true,
    "feishu": true,
    "email": false
  }
}

故障排查

问题: 爬取失败

# 检查日志
tail -f ~/clawd/skills/healthcare-monitor/data/logs/scraper.log

# 常见原因
- IP 被封: 更换代理
- 验证码: 人工处理或接入打码平台
- 页面结构变化: 更新选择器

问题: 误报过多

# 调整置信度阈值
# 编辑 config/settings.json
{
  "alert_threshold": {
    "confidence": 70  # 提高阈值
  }
}

相关文件

  • ~/clawd/docs/solutions/healthcare-data-intelligence.md - 完整解决方案
  • ~/.openclaw/agents/healthcare-monitor/ - Agent 配置
  • ~/clawd/skills/healthcare-monitor/data/ - 数据存储

TODO

  • [ ] 实现天眼查爬虫
  • [ ] 实现融资信号 AI 分析
  • [ ] 设置定时任务
  • [ ] 对接飞书推送
  • [ ] 添加 Web 管理界面
  • [ ] 支持更多数据源 (企查查、启信宝)
  • [ ] 实现日报/周报自动生成

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FAQ

What data does it monitor?

Business-registry data (shareholders, registered capital, changes) scraped from Tianyancha/Qichacha.

How are alerts delivered?

Confidence-scored alerts are pushed to Telegram and Feishu, with daily/weekly reports generated.

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