ai-stock-analyst

What This Skill Does

The AI-powered Chinese A-share stock analyst skill provides comprehensive, objective investment insights for the Chinese market. It leverages the AkShare library to fetch real-time market data, technical indicators, valuation metrics, and breaking financial news. By synthesizing quantitative data from price movements and qualitative information from industry news, the agent generates structured investment reports. Each report includes a numerical score ranging from -5.00 to +5.00, providing an immediate snapshot of the stock's sentiment and investment outlook based on integrated technical and fundamental analysis.

Installation

To integrate this skill, use the OpenClaw command line interface within your project directory: clawhub install openclaw/skills/skills/chienchandler/ai-stock-analyst Once installed, ensure you have Python 3.8+ and the required dependencies installed by running pip install akshare in your environment.

Use Cases

• Individual Stock Deep Dives: Analyze specific equities (e.g., 600519) to understand technical trends and valuation health.
• Sector Rotation Analysis: Identify which industries are currently receiving capital inflows or experiencing momentum shifts.
• Market Snapshot: Get a high-level overview of Northbound fund flows, major index performance, and broad market sentiment.
• Portfolio Monitoring: Perform batch lookups on valuation metrics for multiple assets to assess relative value.

Example Prompts

• "Analyze 600519 and tell me if it's currently a good long-term hold based on its technicals and recent news."
• "What is the current market sentiment and valuation status for 000001?"
• "Perform a comparative analysis between 600519 and 000858, focusing on PE/PB ratios and recent industry news."

Tips & Limitations

• Objective Analysis: This tool provides informational analysis only; it does not constitute financial advice. Always perform your own due diligence.
• Trigger Sensitivity: The skill is specifically tuned for A-share markets. Requests regarding US equities or crypto assets will be ignored to prevent inaccurate analysis.
• Data Freshness: Always check the execution timestamp of the script outputs to ensure the data matches your desired trading timeframe.
• Comprehensive Review: Do not rely on a single dimension. A high score can be offset by poor fundamental valuation or negative sector-wide policy shifts.