healthcare-monitor

Original：🇨🇳 Chinese

Translated

9 scriptsChecked / no sensitive code detected

Healthcare Enterprise Funding Monitoring System. Real-time monitoring of industrial and commercial changes of healthcare enterprises, identification of funding signals, and automatic alert pushing. Supports data collection from Tianyancha/Qichacha, AI funding judgment, and multi-channel pushing.

5installs

Sourceaaaaqwq/claude-code-skills

Added on2026-02-07

NPX Install

npx skill4agent add aaaaqwq/claude-code-skills healthcare-monitor

SKILL.md Content (Chinese)

View Translation Comparison →

Healthcare Enterprise Funding Monitoring System

Overview

This skill enables real-time monitoring of funding signals for healthcare enterprises, identifies undisclosed funding events through industrial and commercial change data, and provides intelligence services for media and investment institutions.

Core Features

1. Monitored Enterprise List Management

Add/delete monitored enterprises
Classify by industry, region, and scale
Set monitoring priorities

2. Industrial and Commercial Change Detection

Regularly crawl Tianyancha/Qichacha
Incremental comparison to detect changes
Identify key change types

3. Funding Signal Identification

AI judgment of whether it is a funding event
Funding round inference
Investor identification

4. Multi-channel Pushing

Real-time Telegram alerts
Feishu group pushing
Daily/weekly report generation

File Structure

skills/healthcare-monitor/
├── SKILL.md                 # Skill Description
├── config/
│   ├── companies.json       # Monitored Enterprise List
│   └── settings.json        # Configuration Parameters
├── scripts/
│   ├── monitor.py           # Main Monitoring Script
│   ├── scraper.py           # Data Collection
│   ├── analyzer.py          # Funding Analysis
│   └── notifier.py          # Push Notification
├── data/
│   ├── snapshots/           # Enterprise Snapshots
│   ├── changes/             # Change Records
│   └── reports/             # Generated Reports
└── templates/
    ├── alert.md             # Alert Template
    └── daily_report.md      # Daily Report Template

Quick Start

1. Add Monitored Enterprises

bash

# Add single enterprise
python3 ~/clawd/skills/healthcare-monitor/scripts/monitor.py add "北京某某医疗科技有限公司"

# Batch import
python3 ~/clawd/skills/healthcare-monitor/scripts/monitor.py import companies.csv

2. Manual Check

bash

# Check all enterprises
python3 ~/clawd/skills/healthcare-monitor/scripts/monitor.py check

# Check single enterprise
python3 ~/clawd/skills/healthcare-monitor/scripts/monitor.py check "公司名称"

3. Set Scheduled Tasks

bash

# Check high-priority enterprises hourly
# Set using OpenClaw cron tool

Funding Signal Identification Rules

Strong Signals (Confidence >80%)

Signal	Description	Weight
Institutional Shareholder Added	Shareholder name contains "Investment/Capital/Fund/Venture Capital"	+40
Registered Capital Increase	Growth rate >10%	+30
Equity Dilution	Founder's shareholding ratio decreases	+20

Medium Signals (Confidence 50-80%)

Signal	Description	Weight
Natural Person Shareholder Added	May be held by investor on behalf	+15
Business Scope Expansion	Business expansion signal	+10
Office Address Change	Relocated to a better area	+10

Weak Signals (Confidence <50%)

Signal	Description	Weight
Only Registered Capital Increase	May be internal capital increase	+10
Legal Representative Change	May be internal adjustment	+5

Funding Round Judgment

yaml

Seed/Angel Round:
  - Company established < 2 years
  - Registered capital < 5 million RMB
  - New shareholder is angel investor

Series A:
  - Company established 2-4 years
  - Registered capital growth 20-50%
  - New shareholder is well-known VC

Series B+:
  - Company established > 3 years
  - Registered capital growth 10-30%
  - New shareholder is large PE/strategic investor

Data Collection

Tianyancha Collection

python

# Collection Fields
fields = {
    "basic": ["Company Name", "Legal Representative", "Registered Capital", "Establishment Date", "Operating Status"],
    "shareholders": ["Shareholder Name", "Shareholding Ratio", "Subscribed Capital", "Capital Contribution Date"],
    "changes": ["Change Time", "Change Item", "Before Change", "After Change"],
    "investments": ["Invested Enterprise", "Investment Amount", "Investment Time"],
}

Anti-scraping Strategy

yaml

Strategies:
  - Use Playwright headless browser
  - Random delay 3-10 seconds
  - Rotate User-Agent
  - Proxy IP pool (optional)
  - Simulate human behavior (scrolling, clicking)

Limits:
  - Maximum 100 requests per hour
  - Maximum 3 queries per enterprise per day
  - Pause and alert when encountering captcha

Push Configuration

Telegram Push

json

{
  "telegram": {
    "enabled": true,
    "bot_token": "Read from config",
    "chat_id": "8518085684",
    "alert_level": "high"
  }
}

Feishu Push

json

{
  "feishu": {
    "enabled": true,
    "webhook": "Read from config",
    "alert_level": "all"
  }
}

Alert Templates

Funding Alert

markdown

🚨 **Funding Signal Alert**

**Enterprise**: {{company_name}}
**Change Time**: {{change_date}}
**Confidence**: {{confidence}}%

**Change Details**:
- Registered Capital: {{old_capital}} → {{new_capital}}
- New Shareholders: {{new_shareholders}}
- Equity Changes: {{equity_changes}}

**AI Analysis**:
- Funding Round: {{round_estimate}}
- Estimated Funding Amount: {{amount_estimate}}
- Investors: {{investors}}

**Data Source**: Tianyancha
**Monitoring Time**: {{monitor_time}}

API Interfaces

Query Enterprise Status

bash

GET /api/company/{company_name}

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

Add Monitoring

bash

POST /api/monitor
{
  "company_name": "Company Name",
  "priority": "high",
  "check_interval": "hourly"
}

Use Cases

Use Case 1: Media Intelligence

Medical media outlets like Arterial Network use this to obtain funding news clues first.

yaml

Workflow:
  1. System detects funding signal
  2. Push to editor's Telegram
  3. Editor verifies and publishes news
  4. 24-48 hours faster than competitors

Use Case 2: Investment Institutions

VC/PE firms use this to discover potential investment targets or follow-up investment opportunities.

yaml

Workflow:
  1. System detects Series A funding
  2. Push to investment manager
  3. Evaluate whether to follow up
  4. Proactively contact the enterprise

Use Case 3: Pharmaceutical BD

Business development departments of large pharmaceutical companies use this to find cooperation/acquisition targets.

yaml

Workflow:
  1. System detects funding of enterprises in target fields
  2. Push to BD team
  3. Evaluate cooperation possibility
  4. Initiate business contact

Initial Monitored Enterprise List

Medical Devices

迈瑞医疗
联影医疗
微创医疗
先瑞达医疗
心脉医疗

Innovative Drugs

百济神州
信达生物
君实生物
再鼎医药
和黄医药

Medical AI

推想科技
数坤科技
深睿医疗
汇医慧影
医渡云

Internet Healthcare

微医集团
丁香园
春雨医生
好大夫在线
平安好医生

Genetic Testing

华大基因
贝瑞基因
燃石医学
泛生子
诺禾致源

Configuration Parameters

json

{
  "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
  }
}

Troubleshooting

Issue: Crawling Failed

bash

# Check logs
tail -f ~/clawd/skills/healthcare-monitor/data/logs/scraper.log

# Common Causes
- IP blocked: Replace proxy
- Captcha: Manual processing or access captcha-solving platform
- Page structure changed: Update selectors

Issue: Too Many False Alerts

bash

# Adjust confidence threshold
# Edit config/settings.json
{
  "alert_threshold": {
    "confidence": 70  # Increase threshold
  }
}

Related Files

~/clawd/docs/solutions/healthcare-data-intelligence.md

- Complete Solution

```
~/.openclaw/agents/healthcare-monitor/
```
- Agent Configuration
```
~/clawd/skills/healthcare-monitor/data/
```
- Data Storage

TODO

Implement Tianyancha scraper
Implement AI analysis for funding signals
Set up scheduled tasks
Integrate Feishu push
Add web management interface
Support more data sources (Qichacha, Qixinbao)
Implement automatic daily/weekly report generation

healthcare-monitor

NPX Install

Tags

SKILL.md Content (Chinese)

Healthcare Enterprise Funding Monitoring System

Overview

Core Features

1. Monitored Enterprise List Management

2. Industrial and Commercial Change Detection

3. Funding Signal Identification

4. Multi-channel Pushing

File Structure

Quick Start

1. Add Monitored Enterprises

2. Manual Check

3. Set Scheduled Tasks

Funding Signal Identification Rules

Strong Signals (Confidence >80%)

Medium Signals (Confidence 50-80%)

Weak Signals (Confidence <50%)

Funding Round Judgment

Data Collection

Tianyancha Collection

Anti-scraping Strategy

Push Configuration

Telegram Push

Feishu Push

Alert Templates

Funding Alert

API Interfaces

Query Enterprise Status

Add Monitoring

Use Cases

Use Case 1: Media Intelligence

Use Case 2: Investment Institutions

Use Case 3: Pharmaceutical BD

Initial Monitored Enterprise List

Medical Devices

Innovative Drugs

Medical AI

Internet Healthcare

Genetic Testing

Configuration Parameters

Troubleshooting

Issue: Crawling Failed

Issue: Too Many False Alerts

Related Files

TODO