hk-connect-flow

Analyze Stock Connect capital flows using Tushare and yfinance data.

1|Updated Jun 23, 2026
One-click install
npx skills add https://github.com/644408071-design/Kokpop --skill hk-connect-flow-644408071-design
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hk-connect-flow
Source: https://github.com/644408071-design/Kokpop/tree/main/agent/src/skills/hk-connect-flow
Command: npx skills add https://github.com/644408071-design/Kokpop --skill hk-connect-flow-644408071-design

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tushare, yfinance, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides comprehensive analysis of Stock Connect fund flows, offering insights into the A-share market's institutional sentiment and capital positioning.

Core Features & Use Cases

  • Fund Flow Analysis: Track Northbound (foreign to A-shares) and Southbound (mainland to HK) flows.
  • Sector Allocation Tracking: Monitor sector allocation trends for cross-border arbitrage signals.
  • Use Case: Identify the trend of Northbound capital flow into A-shares and understand the implications for the market's sentiment.

Quick Start

Use the hk-connect-flow skill to analyze the current Stock Connect fund flows.

Frequently Asked Questions about hk-connect-flow

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze Stock Connect fund flows for A-share market insights?

Stock Connect fund flows are analyzed by tracking Northbound and Southbound capital movements to signal institutional sentiment and cross-border positioning in the A-share market. This process reveals sector allocation trends for arbitrage signals.

What do Northbound and Southbound capital flows indicate about institutional sentiment?

Northbound flows indicate foreign capital entering A-shares, while Southbound flows show mainland capital moving to Hong Kong. Tracking these directions provides direct signals on institutional sentiment and cross-border capital positioning.

Do I need Tushare and yfinance APIs to track cross-border capital positioning?

Yes, Tushare and yfinance APIs are required to retrieve the data for tracking cross-border capital positioning. These dependencies provide the necessary market data to analyze Stock Connect fund flows and sector allocation trends.

How can I monitor sector allocation trends for cross-border arbitrage signals?

Sector allocation trends are monitored by analyzing Stock Connect fund flows to see where Northbound and Southbound capital is directed. This tracking highlights sector allocation trends that reveal cross-border arbitrage signals.

What is the best way to identify institutional sentiment in the A-share market?

The best way to identify institutional sentiment is by analyzing Stock Connect fund flows. Tracking Northbound capital flow trends into A-shares provides direct signals on how institutions are positioning themselves cross-border.

Are there limitations when using Tushare for Stock Connect fund flow analysis?

Stock Connect fund flow analysis depends on Tushare and yfinance APIs, meaning analysis is constrained by their data availability and rate limits. Reliable institutional sentiment signals require consistent data retrieval from both API dependencies.