Stock Trader Workflow

Your AI investment research team with 29 pre-configured skills for stock traders, value investors, and portfolio managers covering US, CN, HK, and TW markets.

Target Users

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

Installation


npx add-skill nicepkg/ai-workflow/workflows/stock-trader-workflow

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

Skills Included (29)

1. 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

2. 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

3. Capital Flow Tracking

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

4. 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

5. 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

6. 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

7. 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

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

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"


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"

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

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

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.

Advanced Options


# Install globally
npx add-skill nicepkg/ai-workflow/workflows/stock-trader-workflow --global
 
# Install specific skill
npx add-skill nicepkg/ai-workflow/workflows/stock-trader-workflow --skill a-share-analysis
 
# List all skills
npx add-skill nicepkg/ai-workflow/workflows/stock-trader-workflow --list