tushare-finance

name	tushare-finance
description	获取中国金融市场数据（A股、港股、美股、基金、期货、债券）。支持220+个Tushare Pro接口：股票行情、财务报表、宏观经济指标。当用户请求股价数据、财务分析、指数行情、GDP/CPI等宏观数据时使用。. Use when working with tushare finance.
domain	trading
author	oyi77
license	Apache-2.0
subdomain	trading
tags	["algorithms","finance","markets","trading","tushare"]
allowed-tools	["Bash(python:*)","Read"]
version	1.0.0

Tushare Finance

When to Use

Trigger phrases:

• "tushare finance"
• "Help me with tushare finance"

Use cases:

• When the task matches this skill's domain expertise

When NOT to use:

• For tasks outside this skill's scope

本 skill 通过 Tushare Pro API 获取中国金融市场数据，支持 220+ 个数据接口。

When NOT to Use

• When you cannot afford to lose the capital at risk
• For instruments you do not understand
• When emotional state impairs judgment (revenge trading, FOMO)

Overview

Tushare Finance provides market analysis capabilities with risk management.

Workflow

# Example: Position sizing (Kelly Criterion)
def kelly_size(win_rate: float, avg_win: float, avg_loss: float) -> float:
    if avg_loss == 0: return 0
    b = avg_win / abs(avg_loss)
    kelly = (win_rate * b - (1 - win_rate)) / b
    return max(0, min(kelly * 0.5, 0.02))  # Half-Kelly, max 2%

1. Research — Analyze market conditions and opportunities
2. Plan — Define entry, exit, and position sizing
3. Execute — Place trades with proper order types
4. Monitor — Track positions and market changes
5. Manage risk — Apply stop-losses and hedging
6. Review — Post-trade analysis and journaling

Risk Management

• Never risk more than 1-2% of portfolio per trade
• Set stop-loss before entering any position
• Diversify across uncorrelated assets