A comprehensive financial data acquisition tool for Openclaw Skills providing real-time A-share market insights, fund flows, and technical indicators.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install clouddream-a-data
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 clouddream-a-data 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 CloudDream A-Share Market Data Skill?
The CloudDream A-Share Market Data Skill is a robust integration designed for the Openclaw Skills framework, enabling developers to programmatically access a wide array of Chinese stock market data. By leveraging high-quality financial APIs from sources like East Money and Sina Finance, this skill provides deep visibility into market liquidity, price action, and institutional sentiment.
This skill is essential for building AI-driven financial agents that require reliable A-share metrics, ranging from individual stock chip distribution to macro-level sector anomalies. It streamlines the data collection process, allowing developers to focus on strategy and analysis rather than raw data scraping.
CloudDream A-Share Market Data Skill Use Cases
- Tracking institutional and retail fund flows for specific stock symbols to gauge market sentiment.
- Monitoring the Dragon-Tiger list to identify high-impact trades by top-tier financial players.
- Automated detection of market and sector anomalies to capture intraday volatility and emerging trends.
- Generating technical reports including turnover rates, moving averages, and rising channel confirmations for algorithmic trading support.
How CloudDream A-Share Market Data Skill Works
- The user or agent invokes a specific function within the Openclaw Skills ecosystem, such as fetching news or fund flow data.
- The skill initiates an HTTP request to verified financial data providers using a specialized scraping and API integration layer.
- Raw HTML or JSON responses are parsed using BeautifulSoup and transformed into structured DataFrames using Pandas.
- Integrated retry logic automatically manages network instability or API rate limiting to ensure high data availability.
- The final processed dataset is returned in a standardized JSON format compatible with the broader AI coding agent workflow.
CloudDream A-Share Market Data Skill Setup
To begin using this tool within your Openclaw Skills environment, install the package in editable mode:
pip install -e .
Ensure that your environment includes the necessary dependencies:
- pandas
- requests
- beautifulsoup4
CloudDream A-Share Market Data Skill Data Schema & Taxonomy
The skill returns all data in a standardized structure to ensure consistency across different Openclaw Skills functions:
| Key | Description | Type |
|---|---|---|
| success | Indicates the status of the data retrieval | Boolean |
| data | The payload containing market metrics or stock details | Array/Object |
| message | Status information or error details if a request fails | String |
CloudDream A-Share Market Data Skill Advanced Features
- Bulk Execution: Utilize the
run_all()function to trigger a comprehensive market data sweep in a single command. - Resilience: Built-in automated retry mechanisms specifically designed to bypass common API access limitations.
- Technical Analysis Suite: Includes pre-built logic for moving average crossovers and trend channel identification.
- Real-Time Monitoring: Specialized hooks for tracking limit-up stock pools and daily market anomalies for proactive trading alerts.
SKILL.md
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