Recently, the CRCL index in the US stock market suddenly surged, quite dramatically. Many people want to delve into the reasons, but they're stuck because they lack good data sources.
Most reliable stock APIs on the market require a monthly subscription, ranging from tens to hundreds of dollars, which is quite painful for individual investors, as data costs can easily become the biggest expense.
Today I'm sharing a proven, low-barrier-to-entry method: using the OpenClaw open-source framework and integrating the qveris-official official skill pack, you can directly access their free credits. No need to link a bank card; it's sufficient for daily market monitoring, dashboard creation, and backtesting.
🛠️Detailed deployment and configuration steps
Step 1: Deploy OpenClaw
First, the basic deployment of OpenClaw must be completed.
Step 2: Download the qveris-official skill pack (three options available)
Method 1: Download and install locally (recommended to avoid the impact of data throttling)
Manually download the qveris-official ZIP archive to your local machine.
Send the compressed file directly to the OpenClaw dialog box, and the system will automatically read and complete the installation.
Method 2: Command line installation
If you are in a good network environment, you can directly execute the following command in the terminal for one-click installation: openclaw skills install qveris-official.
Method 3: Install via dialog window
Simply type "Install qveris-official skill pack" or "Add qveris plugin" in the OpenClaw dialog box, and the system will attempt to retrieve and automatically configure it from the remote repository.
Step 3: Configure the QVeris API Key
- Visit qveris.ai to register and obtain your exclusive API Key.
- Enter a command in the dialog window (e.g., "Configure my Qveris key: [your key]") and let the system configure it directly.
- When the system returns the message "QVeris API Key has been successfully configured ✅", it means that the interface channel has been officially opened.
🔥Practical Applications and Advanced Techniques
Once the configuration is successful, you can ask the relevant questions in the dialog window.
<Basic Market and Sentiment Analysis>
For example, you can directly enter the command: "Query Nvidia stock price and provide corresponding analysis." The system will then provide a detailed answer based on the acquired market data to assist you in selecting and trading stocks. The returned information typically includes objective updates on the latest price, daily fluctuations, recent trends, and market sentiment analysis.
<Advanced Practical Applications and Automated Monitoring>
In addition to basic single-stock queries, the system also supports issuing more complex multi-dimensional analysis, automated monitoring, and scheduled task commands via natural language:
- Market Overview and Structural Analysis
- Ranking Tracking : Enter "Query today's A-share top 10 gainers" or "Return to today's top 3 stocks with the largest net capital inflows" to quickly get market focus.
- Cross-market comparison : "Compare the market performance of A-shares and US technology stocks today, analyze their linkage effect and generate investment references."
2. In-depth analysis of individual stocks and sectors
- Multi-factor stock analysis : "Analyze the K-line data, trading volume changes and core financial indicators of BYD (002594.SZ) over the past 30 days to assess its short-term trend."
- Sector-wide valuation : "Retrieve the top 5 performing stocks in the new energy vehicle sector today, compare their price-to-earnings ratio (PE) and price-to-book ratio (PB), and select 2 stocks with relatively reasonable valuations."
3. Scheduled tasks and risk warnings
The system supports creating background automated execution commands. For example:
- High-frequency inspection : "Create a scheduled task to scan and analyze A-share stocks with abnormal price fluctuations every 15 minutes and push notifications."
- Threshold alarm : "Immediately monitor my portfolio (such as 600036.SH, 002594.SZ, 00700.HK), and immediately trigger and send an alert when the intraday decline or increase exceeds 5%."
🔄Alternative domestic data source options (Tushare / AkShare)
In practical use, if the QVeris interface is unavailable due to network or quota issues, the OpenClaw framework also supports quick access to mainstream domestic free or open-source data sources, with highly consistent configuration logic:
Option 1: Tushare (a mainstream financial data community in China)
Tushare offers a wealth of structured market data and news data from mainstream financial platforms (including Xueqiu, CBN, Tonghuashun, Cailian Press, Wall Street Insights, etc.). After acquiring this text data, you can perform in-depth news sentiment analysis by setting up specific AI analyst roles.
- Configuration steps : Visit the Tushare official website (tushare.pro), register and complete real-name authentication to obtain your exclusive API Key.
- Component installation : Execute `openclaw skills install tushare` in the command line.
- Key configuration : Execute the command openclaw config set env.TUSHARE_API_KEY "your Tushare API Key".
- Test call : "Use Tushare to query the daily data of 002594.SZ for the past 10 days."
- Note: Tushare imposes certain call frequency restrictions on basic permissions for newly registered users (e.g., some interfaces are limited to once per minute). Please refer to the official documentation for specific limits.
Option 2: AkShare (a fully open-source and free framework)
If you prefer a completely open-source solution with no usage barriers, you can use AkShare directly.
- Features : Pure open source project, no account registration or API key required.
- Component installation : Execute the command `openclaw skills install akshare`.
- Test call : "Use AkShare to get real-time market data for the A-share pharmaceutical sector."
⚠️Instructions for Use and Risk Warnings
- Key Security : The API Key is the core credential for data access and must not be leaked. It is recommended to change it regularly.
- Data Compliance : Data is for personal investment research and analysis only and is strictly prohibited from being used for commercial purposes or illegal dissemination.
- Investment Risk : AI analysis results are for reference only and do not constitute any investment advice. Financial markets are highly volatile; please make trading decisions based on independent judgment and bear your own profits and losses.
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