a-stock-real-time-monitor

Monitor China A-share tickers for real-time quotes and threshold-based alerts.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/eninem123/hunterclaw --skill a-stock-real-time-monitor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: a-stock-real-time-monitor
Source: https://github.com/eninem123/hunterclaw/tree/main/skills/a-stock-real-time-monitor
Command: npx skills add https://github.com/eninem123/hunterclaw --skill a-stock-real-time-monitor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, pandas, colorama, akshare.

What problem does it solve?

This Skill helps investors continuously monitor China A-share markets in real time so they can quickly react to abnormal price moves, unusual trading volume, large-fund flows, and breaking news during trading hours.

Core Features & Use Cases

  • Real-time quote monitoring: Tracks the latest price, change %, volume, and basic intraday fields for multiple tickers in parallel.
  • Abnormal movement alerts: Triggers colored, threshold-based notifications for price swings (e.g., >5%) and volume ratio spikes.
  • Main/large fund flow tracking: Pulls 东方财富 fund flow data and reports net inflow/outflow alerts when thresholds are met.
  • News hotspot monitoring: Checks market and stock-related hotspots on a periodic schedule (e.g., every 5 minutes) for context around moves.
  • Use case: When you want to manage a watchlist like 贵州茅台 and 平安银行, the Skill highlights significant events, summarizes fund flow signals, and surfaces related headlines so you can decide whether to enter, hold, or exit.

Quick Start

Start the skill by telling OpenClaw to “启动A股实时盯盘,监控 贵州茅台 sh600519、平安银行 sz000001”.

Frequently Asked Questions about a-stock-real-time-monitor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor A-share stocks in real time for abnormal price movements?

Real-time A-share monitoring tracks multiple tickers simultaneously to fetch latest prices, change percentages, and volume. It triggers threshold-based colored alerts for abnormal price swings exceeding 5% and volume ratio spikes during market hours.

Can I track institutional fund flow for China A-shares automatically?

Yes, you can track institutional fund flow automatically by pulling 东方财富 fund flow data. The system generates net inflow or outflow alerts when predefined thresholds are met, helping you spot large-fund movements during trading hours.

How do I set up WeChat alerts for stock price swings?

To set up WeChat alerts for stock price swings, configure a WeCom webhook within your monitoring script. The system sends threshold-based notifications directly to WeChat when abnormal price movements or large-fund flow signals trigger during market hours.

Does akshare work for real-time market surveillance and news hotspot monitoring?

Yes, akshare works for real-time market surveillance by fetching live quotes and fund flow data. The system periodically checks market and stock-related news hotspots, such as every 5 minutes, to provide context around significant intraday price movements.

What are the limitations of using Python for continuous watchlists during market hours?

Using Python for continuous watchlists relies on real-time refresh loops and external data sources like 东方财富. Limitations include potential API rate limits, network latency affecting alert speed, and the need to maintain an active environment during trading hours.