Alpha Pulse

What This Skill Does

Alpha Pulse is a high-frequency, T+1 short-term trading signal engine designed for the A-share market. Created by 77spongebob, this OpenClaw skill serves as a systematic decision-support tool for traders looking to maximize short-term gains. By integrating a multi-dimensional factor model—covering liquidity, volume-price dynamics, technical indicators, market news, and investor sentiment—it automatically filters through over 5,000 stocks daily after market close. Its primary objective is to output a high-conviction list of 30 stocks with the highest probability of short-term appreciation, underpinned by a rigorous risk-management framework that protects against market volatility.

Installation

To integrate Alpha Pulse into your OpenClaw environment, ensure you have the necessary dependencies installed (akshare, pandas, numpy, and xgboost). Once the environment is ready, execute the following command in your terminal: clawhub install openclaw/skills/skills/77spongebob/alpha-pulse. After installation, verify the config.yaml file to set your personal preferences and optional Tushare API tokens for enhanced data quality. You are then ready to execute the scan scripts.

Use Cases

Alpha Pulse is ideal for retail traders and quant enthusiasts who prefer a data-driven approach to T+1 short-term trading. It is specifically useful for:

1. Daily Screening: Automatically identifying potential market leaders immediately after the 15:30 market close.
2. Decision Support: Providing actionable intelligence for the next trading day, including signal scores and specific short-term market triggers.
3. Risk Mitigation: Utilizing predefined filters to automatically exclude ST stocks, low market-cap assets, and over-concentrated industries, ensuring a disciplined approach to trade execution.

Example Prompts

1. "alpha-pulse scan"
2. "alpha-pulse predict and explain the top 3 stocks"
3. "alpha-pulse report for tomorrow's trading strategy"

Tips & Limitations

• Timing: Always execute the scan after the market closes at 15:30 to ensure the day's full data is captured.
• Risk Management: While Alpha Pulse provides strong technical indicators, it is a tool for support, not an automated trading bot. Always exercise caution and perform your own final due diligence.
• Customization: You can adjust the factor weightings or risk thresholds in the config.yaml file if your trading strategy deviates from the default conservative parameters.
• Limitations: The skill is primarily focused on A-share market mechanics and requires an internet connection to pull real-time data via Akshare or Tushare.