A professional-grade market monitoring tool for tracking A-share stock anomalies, limit-up streaks, and institutional capital flows.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install groundapi-anomaly-tracker
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install groundapi-anomaly-tracker using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is GroundAPI Anomaly Tracker?
The GroundAPI Anomaly Tracker is a sophisticated financial intelligence tool designed for the Openclaw Skills ecosystem. It specializes in monitoring the A-share market to identify real-time anomalies such as unusual trading volumes, price limit streaks (limit-up), and significant capital movements. By leveraging GroundAPI MCP tools, it provides traders and analysts with deep-dive capabilities into individual stocks, offering a granular look at technical signals and sector rotations.
This skill serves as a bridge between raw market data and actionable insights, allowing users to synthesize complex market behaviors into structured reports. Whether you are tracking the latest hot concepts or analyzing the strength of a price limit ladder, this addition to your Openclaw Skills library ensures you stay ahead of market volatility with data-driven precision.
GroundAPI Anomaly Tracker Use Cases
- Monitoring daily limit-up streaks (2+ consecutive days) and stocks gaining over 15%.
- Identifying unusual volume ratios and 'broken boards' where stocks hit price limits but failed to hold.
- Tracking institutional capital flows and net inflows over multi-day periods.
- Discovering emerging market themes by correlating concept tags across multiple anomalous stocks.
- Generating structured end-of-day market anomaly reports for professional review.
How GroundAPI Anomaly Tracker Works
- Signal Detection: The skill calls
finance_market(scope="signals")to filter for stocks with consecutive limit-ups or massive intraday gains. - Depth Analysis: It retrieves detailed 'hot' market data including limit-up times, industry classification, and ladder statistics.
- Stock Drill-down: For specific anomalies, it fetches technical indicators, volume ratios, and cumulative main capital flows via
finance_stock. - Concept Mapping: The skill analyzes the profile and concept tags of moving stocks to identify broader sector trends.
- Report Generation: All data is synthesized into a structured Markdown report featuring price limit ladders and key stock technical breakdowns.
GroundAPI Anomaly Tracker Setup
To integrate this tool into your Openclaw Skills environment, configure your MCP server with a valid GroundAPI key:
{
"mcpServers": {
"groundapi": {
"url": "https://mcp.groundapi.net/mcp",
"headers": {
"X-API-Key": "YOUR_GROUNDAPI_KEY"
}
}
}
}
Ensure the GROUNDAPI_KEY is set in your environment variables as required by the Openclaw Skills framework.
GroundAPI Anomaly Tracker Data Schema & Taxonomy
The skill organizes market intelligence into four primary data layers:
| Layer | Data Points | Source Tool |
|---|---|---|
| Market Signals | Limit-up streaks, 15%+ gains | finance_market |
| Hot Pool | Seal funds, industry, broken boards | finance_market |
| Stock Specifics | Volume ratio, Main Net Flow, Technical Signals | finance_stock |
| Metadata | Concept tags, sector components, company profiles | finance_stock |
GroundAPI Anomaly Tracker Advanced Features
- Multi-dimensional stock analysis covering capital flow, technical indicators, and quote data in a single pass.
- Intelligent concept fermentation detection that identifies when multiple stocks in the same sector exhibit synchronized anomalies.
- Automated ladder statistics for tracking the strength of market leaders across different price limit tiers.
- Support for custom threshold-based triggers for volume and price movement alerts within the Openclaw Skills ecosystem.
SKILL.md
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