Clouddream A Data

What This Skill Does

The Clouddream A Data skill is a powerful extension for the OpenClaw agent designed to streamline the extraction and analysis of A-share market data. It serves as a bridge between the OpenClaw interface and financial data sources like EastMoney and Sina Finance. This skill centralizes critical market intelligence, allowing users to query granular details such as stock capital flows, chip distribution, daily limit-up performance, and breaking market anomalies. Whether you are performing technical analysis or sentiment research, this tool provides real-time access to the metrics that matter most to traders and quantitative analysts.

Installation

To integrate this skill into your environment, use the OpenClaw registry command. Ensure your Python environment is configured to handle the specified dependencies (pandas, requests, beautifulsoup4). Run the following command in your terminal:

clawhub install openclaw/skills/skills/glory904649854/clouddream-a-data

Post-installation, ensure your local environment has the necessary permissions to access external financial APIs. If you are developing custom agent workflows, you can utilize the clouddream_quant module directly by adding the source directory to your PYTHONPATH.

Use Cases

1. Intraday Market Monitoring: Rapidly identify stocks hitting limit-up and track capital outflows to adjust your portfolio in real-time.
2. Sentiment Analysis: Retrieve the latest news headlines for specific stocks to gauge market sentiment before making trading decisions.
3. Technical Screening: Leverage the get_stock_details function to automate the identification of stocks showing specific technical conditions like moving average crossovers or upward channel trends.
4. Anomalies Detection: Monitor sector-wide or individual stock anomalies to spot unusual trading activity early, allowing for proactive risk management.

Example Prompts

1. "OpenClaw, pull the latest capital flow data for stock 000001 and tell me if the net inflow is positive."
2. "Get the current limit-up stock list for today and cross-reference it with any major news headlines found for those tickers."
3. "Analyze the chip distribution and current technical health of my watchlist using the get_stock_details function."

Tips & Limitations

• Rate Limiting: Because this skill interfaces with public financial APIs, excessive requests may lead to temporary blocking. The skill includes basic retry mechanisms, but users should avoid rapid-fire loops in automated scripts.
• Network Dependency: As this skill relies on third-party APIs (EastMoney/Sina), ensure your firewall allows outgoing traffic to these domains. If data fails to load, check your internet connectivity first.
• Data Integrity: Financial data can change rapidly. Always cross-reference high-stakes decisions with your primary brokerage platform. This tool is intended for analysis and information gathering, not direct order execution.