a-stock-ai-research is an AI-powered research assistant tailored for Chinese A-share stock market analysis. It leverages large language models to rapidly process massive volumes of financial information — research reports, company announcements, strategy backtests, and news — condensing hours of reading into concise, actionable summaries.
This instruction-only skill requires no installation or API keys, making it immediately accessible to any AI agent for investment research workflows.
Key Features
- Research report analysis that extracts core viewpoints, profit forecasts, and risk warnings, condensing lengthy reports into approximately 300-character summaries
- Announcement review with automatic identification of critical details including performance changes, mergers and acquisitions, shareholder transactions, and major contracts
- Strategy backtesting support for validating historical data, optimizing trading rules, and assessing strategy viability using AI analysis
- News aggregation that consolidates industry news, policy interpretations, and capital flow insights into digestible briefings
Use Cases
- Quickly assess a broker research report before market open without reading the full document
- Screen company announcements for material events that could impact stock price
- Validate a trading strategy hypothesis against historical patterns before committing capital
- Stay current on industry-wide policy changes and capital flow trends
How It Works
The skill operates through natural language prompts — simply ask it to analyze a stock, review an announcement, or summarize a research report. It applies structured extraction patterns to identify key data points, risk factors, and actionable conclusions from the source material. No executable code runs; all analysis is performed by the AI agent using the skill instructions.
Getting Started
Download and install the skill — no dependencies, environment variables, or system setup required. Trigger analysis with natural language prompts. Exercise caution with proprietary data, as all submitted content is processed by the AI model.
