skills.rest
ebrahim-sani
ebrahim-saniCOMMUNITY
Explore all skills by this author →
Website𝕏@iAmImranXGitHub

hk-connect-flow

Analyze cross-border stock flow data to identify market sentiment.

Updated Apr 10, 2026
Search Tags:#arbitrage#fund-flow#northbound#ah-premium#stock-connect#southbound
One-click install
npx skills add https://github.com/ebrahim-sani/trading-automation --skill hk-connect-flow-ebrahim-sani
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: hk-connect-flow
Source: https://github.com/ebrahim-sani/trading-automation/tree/main/vibe-trading/agent/src/skills/hk-connect-flow
Command: npx skills add https://github.com/ebrahim-sani/trading-automation --skill hk-connect-flow-ebrahim-sani

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It transforms raw Northbound and Southbound fund flow data into clear, actionable market sentiment signals for Chinese A‑shares and Hong Kong stocks.

Core Features & Use Cases

  • Flow Metrics: Retrieves daily Northbound and Southbound net buy figures via Tushare and HKEX sources.
  • Trend Analysis: Computes 20‑day cumulative and 5‑day trend scores for both directions.
  • Sector Allocation: Highlights sector weight changes within Northbound holdings.
  • AH Premium Index: Evaluates dual‑listed price differentials to identify arbitrage opportunities.
  • Composite Signal: Generates a multi‑dimensional score that guides cross‑border trading decisions.

Quick Start

Generate a 20‑day Stock Connect flow analysis report using the hk‑connect‑flow skill.

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 Northbound and Southbound Stock Connect fund flows for market sentiment?▼

You can analyze Stock Connect fund flows by retrieving daily net buy figures via Tushare and yfinance APIs, then computing 20-day cumulative trends and 5-day directional scores to gauge cross-border market sentiment.

What is AH premium evaluation in cross-border stock trading?▼

AH premium evaluation compares price differentials between dual-listed Chinese A-shares and Hong Kong stocks, identifying potential arbitrage opportunities based on cross-border valuation gaps.

Can I use Tushare and yfinance APIs to monitor daily Stock Connect sector allocation?▼

Yes, you can use Tushare and yfinance APIs to retrieve daily Northbound and Southbound flow metrics and highlight sector weight changes within Northbound holdings.

What's the best way to generate a composite signal for cross-border trading decisions?▼

The best way to generate a composite signal is to compute multi-dimensional scores from cumulative fund flow trends, sector allocation shifts, and AH premium differentials across both Northbound and Southbound directions.

How do I calculate 20-day cumulative trends for Northbound fund movements?▼

You calculate 20-day cumulative trends for Northbound fund movements by aggregating daily net buy figures retrieved from Tushare and HKEX sources into a continuous trend score.

Does Stock Connect flow analysis work for identifying arbitrage in dual-listed stocks?▼

Yes, Stock Connect flow analysis evaluates AH premium index differentials between dual-listed Chinese A-shares and Hong Kong stocks to identify actionable arbitrage opportunities.

Related Skills

Explore More Finance & Accounting Skills→
philipcoller-777philipcoller-777

hk-connect-flow

Track Stock Connect flows between mainland China and Hong Kong using HKEX/Tushare data.

Community
Advanced
readtheskillreadtheskill
3

bankrbot

Automate cross-exchange market analysis, trading, and portfolio management with risk controls.

Official
Advanced
wudyewudye

hk-connect-flow

Convert Stock Connect fund-flow inputs into composite risk-on/risk-off scores.

Community
Intermediate
0xZKnw0xZKnw

hk-connect-flow

Analyze Stock Connect capital flows and AH premium indices for market signals.

Community
Advanced