sector-rotation

Score A-share industries using prosperity, momentum, valuation, and capital-flow indicators.

30.4k|4.9k|Updated Apr 1, 2026
One-click install
npx skills add https://github.com/HKUDS/Vibe-Trading --skill sector-rotation-hkuds
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sector-rotation
Source: https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/sector-rotation
Command: npx skills add https://github.com/HKUDS/Vibe-Trading --skill sector-rotation-hkuds

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill breaks down the complex task of sector rotation by combining prosperity, momentum, valuation, and capital-flow signals so investors can see which A-share industries deserve overweights or underweights.

Core Features & Use Cases

  • Prosperity scoring framework: Quantifies profitability, trends, PMI, policy, and valuation safety to surface which sectors are structurally improving or deteriorating.
  • Momentum ranking across price, earnings, and fund flows: Ranks industries with lookback windows and skip buffers, blends price, ROE momentum, and inflow dynamics to highlight the most durable leaders and laggards.
  • Supply-chain propagation and comparative lens: Maps upstream-middle-downstream chains, contrasts valuation and profitability metrics, and monitors ETF, northbound, and margin data so you can align allocation with real-world economic transmission.

Quick Start

Evaluate the latest A-share sector data across prosperity scores, momentum ranks, valuation spreads, and capital flows to recommend rotation candidates.

Frequently Asked Questions about sector-rotation

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

FAQPage Schema
What is sector rotation and how do capital flows signal A-share allocation shifts?

Sector rotation is the strategy of shifting allocations toward improving A-share industries by tracking capital flows, prosperity metrics, and momentum rankings. It identifies structurally improving sectors by monitoring ETF, northbound, and margin data alongside PMI and earnings signals.

How do I rank A-share industries using momentum and prosperity scoring frameworks?

You rank A-share industries by blending price, ROE momentum, and fund inflow dynamics using lookback windows with skip buffers. This momentum ranking is combined with a prosperity scoring framework that quantifies profitability, PMI trends, policy impacts, and valuation safety.

Can I compare valuation and profitability across upstream-middle-downstream supply chains?

Yes, you can map supply-chain propagation to contrast valuation and profitability metrics across upstream, middle, and downstream sectors. This comparative lens aligns your allocation with real-world economic transmission by monitoring ETF, northbound, and margin capital flows.

Does this sector rotation approach work for monthly and quarterly equity allocation cycles?

Yes, this approach specifically targets equity analysts and traders crafting monthly or quarterly allocations across Chinese cyclical, growth, and defensive sectors. It combines prosperity scores, momentum ranks, valuation spreads, and capital-flow indicators to guide these rotation decisions.

What A-share capital flow and valuation data do I need for effective sector rotation?

Effective sector rotation requires ETF, northbound, and margin data alongside tabular comparisons of valuation and profitability metrics. You also need PMI figures, earnings data, and policy signals to accurately score prosperity and rank momentum across cyclical and defensive sectors.