10 AI Stock‑Trading Skills Perfectly Suited for Chinese Investors

Many AI‑driven trading tools target U.S. markets or require paid plugins, making them unsuitable for Chinese A‑share investors. The following ten AI skills form a workflow that covers data acquisition, technical analysis, quantitative backtesting, real‑time monitoring, and risk warning.

1. Stock Analysis – AI investment advisor

Uses Yahoo Finance data to score global stocks and provides portfolio management, trend scanning, and rumor detection.

Portfolio management : import all held stocks and view overall performance in real time.

8‑dimensional scoring : evaluates valuation, growth, financial health and other factors.

Trend scanning : automatically scans hot stocks that have not yet attracted broad attention.

Rumor/signal detection : captures early price‑movement signals.

2. Stock Daily Analysis – 3‑minute morning briefing

LLM‑driven daily analysis covering A‑shares, Hong Kong shares, and U.S. stocks. Generates moving‑average, MACD, and RSI charts automatically.

Technical analysis : moving‑average arrangement, MACD crossovers, RSI overbought/oversold, deviation rate.

Trend judgment : AI labels uptrend, downtrend, or sideways market.

Buy‑signal scoring : aggregates indicators into a score indicating buying opportunity.

Market recap report : automatically creates a post‑close recap note each day.

3. Stock Monitor – 24‑hour watchdog robot

Provides seven preset alert rules for real‑time monitoring, using Chinese‑style red‑up/green‑down conventions.

MA golden‑cross/death‑cross alerts (EMA5 crossing EMA20).

RSI overbought/oversold alerts.

Volume surge alerts.

Gap alerts for opening gaps that often precede short‑term turning points.

Dynamic take‑profit notifications.

Cost‑percentage stop‑loss alerts.

4. Stock Watcher – command‑line stock list manager

Lightweight CLI tool built on Tonghuashun data for adding, managing, and summarizing a watchlist with a single command.

Quickly add stocks to a watchlist using Tonghuashun data.

One‑click view of recent performance summary for all watchlist stocks.

Supports delete and move operations.

Memory‑efficient implementation.

5. tushare‑finance – data kitchen for quant analysts

Wraps more than 220 Tushare Pro interfaces, covering A‑shares, Hong Kong shares, U.S. stocks, funds, futures, bonds, and macro‑economic indicators.

Stock market data (daily, weekly, minute‑level).

Financial statements (income, balance sheet, cash flow).

Index data and constituent stocks.

Macro indicators (GDP, CPI, M2).

Fund, futures, and bond data.

6. A‑share real‑time market data – millisecond‑level response

Connects directly to exchanges via the mootdx/TDX protocol to fetch real‑time K‑lines and tick‑by‑tick trades, achieving lower latency than typical broker apps.

Real‑time K‑line data (1‑min, 5‑min, 15‑min, daily).

Tick‑by‑tick trade details (timestamp and price).

Live price monitoring.

Supports most mainstream broker market protocols.

7. China Stock Analysis – AI‑generated analysis report

AI‑driven tool for A‑shares and Hong Kong stocks. Input a ticker or company name to receive a structured investment report.

AI automatically analyzes fundamentals.

Generates valuation analysis (expensive vs. cheap).

Provides buy/hold/sell recommendation.

Compares peer companies to highlight relative strengths.

8. Backtest Expert – strategy autopsy

Quantitative backtesting expert that validates trading ideas, uncovers over‑fitting, bias, and slippage.

Exhaustive testing on all historically eligible stocks.

Parameter robustness check.

Slippage modeling for fees and execution impact.

Bias avoidance, including look‑ahead detection.

Result interpretation translated into plain language.

9. Multi Search Engine – one‑click switch across 17 engines

Integrates eight domestic and nine international search engines, supporting advanced syntax, privacy mode, and WolframAlpha queries for policy, research, and sentiment.

Domestic engines: Baidu, Sogou, Bing Chinese, etc.

International engines: Google, Yahoo, Bing, etc.

Advanced syntax: e.g., site:gov.cn for policies, filetype:pdf for research papers.

Privacy engine for trace‑free searches.

WolframAlpha for direct macro‑economic questions.

10. Skill Vetter – security gate before installing AI skills

Scans AI skills hosted on GitHub or ClawdHub for permission requests, risk signals, and potential vulnerabilities.

Analyzes the permission scope requested by a skill.

Detects risk signals and suspicious patterns.

Identifies excessive data access.

Provides a security score.

These ten skills together address the full stock‑trading workflow: information acquisition → technical analysis → quantitative backtesting → real‑time monitoring → risk warning.