stock-trader-workflow

📊 Stock Trader Workflow

Your AI Investment Research Team

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简体中文 | English

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🎯 Who Is This For?

• Stock Traders - Day trading & swing trading
• Value Investors - Long-term fundamentals
• Quant Analysts - Data-driven strategies
• Portfolio Managers - Allocation & risk

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⚡ Quick Install

# Install all 29 skills with one command
npx add-skill nicepkg/ai-workflow/workflows/stock-trader-workflow

# Or install specific skills
npx add-skill nicepkg/ai-workflow/workflows/stock-trader-workflow --skill a-share-analysis

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🌍 Multi-Market Coverage

Market	Skills	Features
🇺🇸 US Stocks	10	Fundamental, Technical, Options, Bubble Detection
🇨🇳 A-Shares	9	T+1, Price limits, Northbound flow, AKShare Data
🇭🇰 HK Stocks	4	AH Premium, Stock Connect
🇹🇼 TW Stocks	1	Shioaji Trading API

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📦 Skills Included (29)

1️⃣ Market Data & Foundation

Skill	What It Does
akshare	China market data foundation (A-shares, futures, funds)
股票分析	A/HK stock analysis with technical indicators

2️⃣ Market Analysis

Skill	What It Does
us-stock-analysis	US stock fundamental & technical analysis
a-share-analysis	China A-share with T+1, price limits
hk-stock-analysis	Hong Kong with AH premium analysis
technical-analyst	Weekly chart analysis with scenarios
market-environment-analysis	Overall market condition assessment
breadth-chart-analyst	Market breadth and internals

3️⃣ Capital Flow Tracking

Skill	What It Does
cross-border-flow-tracker	Northbound/southbound capital tracking
institutional-flow-tracker	Institutional money flow

4️⃣ Stock Screening

Skill	What It Does
stock-screener	General multi-criteria stock screening
a-share-screener	A-share specific screening
canslim-screener	CANSLIM growth stock screening
value-dividend-screener	Value + dividend strategy
dividend-growth-pullback-screener	Dividend stocks on pullback
pair-trade-screener	Pair trading opportunities

5️⃣ Sector & Macro Analysis

Skill	What It Does
sector-analyst	Sector rotation analysis
china-macro-analyst	China macro data & policy
economic-calendar-fetcher	Economic events calendar
earnings-calendar	Earnings releases tracking
market-news-analyst	News impact analysis

6️⃣ Portfolio & Risk Management

Skill	What It Does
portfolio-manager	Allocation & rebalancing
options-strategy-advisor	Options strategies
backtest-expert	Strategy backtesting
scenario-analyzer	Investment scenario analysis

7️⃣ Strategy & Trading

Skill	What It Does
weekly-trade-strategy	Weekly trading plan generation
stanley-druckenmiller-investment	Macro-driven investment approach
us-market-bubble-detector	Bubble risk assessment
shioaji	Taiwan market trading API integration

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🔄 Professional Trading Pipeline

Stage 1: Pre-Market Research
├── economic-calendar-fetcher → Upcoming economic events
├── earnings-calendar → Earnings releases this week
├── market-environment-analysis → Market conditions
└── china-macro-analyst → Macro outlook

Stage 2: Stock Screening
├── stock-screener → Initial broad filtering
├── a-share-screener → A-share specific criteria
├── canslim-screener → Growth stock identification
└── value-dividend-screener → Value stock identification

Stage 3: Deep Analysis
├── us-stock-analysis / a-share-analysis → Fundamental analysis
├── technical-analyst → Chart patterns & levels
├── institutional-flow-tracker → Smart money tracking
└── cross-border-flow-tracker → Capital flow confirmation

Stage 4: Risk Assessment
├── scenario-analyzer → Bull/bear/base cases
├── us-market-bubble-detector → Bubble risk check
├── options-strategy-advisor → Hedging strategies
└── portfolio-manager → Position sizing

Stage 5: Execution
├── shioaji → Taiwan market orders
└── weekly-trade-strategy → Actionable trading plan

Stage 6: Post-Market Review
├── market-news-analyst → News impact review
├── breadth-chart-analyst → Market breadth analysis
└── portfolio-manager → Performance tracking

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💡 Example Workflows

Pre-Market Prep

1. "What economic events are scheduled this week?"
2. "Any major earnings releases to watch?"
3. "What's the current market environment?"
4. "Analyze northbound capital flow trends"

Growth Stock Discovery (US)

1. "Run CANSLIM screener for US stocks"
2. "Analyze NVDA fundamentals and technicals"
3. "What's the institutional positioning in NVDA?"
4. "Is NVDA at bubble risk levels?"
5. "Create a weekly trading plan for NVDA"

A-Share Value Investing

1. "Screen A-shares with low PE and high ROE"
2. "Analyze Kweichow Moutai fundamentals"
3. "What's the recent northbound capital flow trend?"
4. "Give me a value investing portfolio recommendation"
5. "What's the trading plan for this week?"

Hong Kong Arbitrage

1. "Analyze Tencent HK stock"
2. "BYD AH premium analysis"
3. "Which HK sectors are southbound funds flowing into?"
4. "Give me AH premium arbitrage opportunities"

Macro-Driven Trading

1. "Analyze current macro environment"
2. "Which sectors benefit from rate cuts?"
3. "Run Druckenmiller-style macro analysis"
4. "What's the scenario analysis for a recession?"

Risk Management

1. "Analyze my portfolio for risk exposure"
2. "What options strategies can hedge my positions?"
3. "Backtest this strategy on historical data"
4. "Run scenario analysis for 20% market drop"

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🔧 Prerequisites

Skill	Requirement
akshare	Python + AKShare library
shioaji	Shioaji API credentials (Taiwan market)
股票分析	Web search access
stock-screener	Web search access

# For akshare skill
pip install akshare

# For shioaji skill (Taiwan market)
pip install shioaji

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📊 Data Sources

Market	Sources
US	Yahoo Finance, MarketWatch, Seeking Alpha, Bloomberg, TradingView
A-Shares	East Money, Tonghuashun, Xueqiu, CNINFO, AKShare
Hong Kong	HKEX, AASTOCKS
Taiwan	Shioaji API, TWSE

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⚠️ Disclaimer

This workflow is for informational and educational purposes only. It does not constitute investment advice. Stock market investments carry risk. Always do your own research.

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📄 License

MIT © nicepkg

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