sector-rotation

Score A-share industry prosperity and rank momentum for rotation recommendations.

Updated May 5, 2026
One-click install
npx skills add https://github.com/wudye/traderAssistHK --skill sector-rotation-wudye
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sector-rotation
Source: https://github.com/wudye/traderAssistHK/tree/main/backend/src/skills/sector-rotation
Command: npx skills add https://github.com/wudye/traderAssistHK --skill sector-rotation-wudye

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you identify which A-share industries are likely to outperform or underperform by combining industry prosperity scoring, momentum ranking, valuation/profitability comparisons, and capital-flow signals into actionable overweights and underweights.

Core Features & Use Cases

  • Industry prosperity scoring: Produces a 0–100 industry health score using weighted dimensions such as profit growth, profit trend, leading indicators, policy support, and valuation safety.
  • Momentum ranking (price + fundamentals + capital): Ranks industries using price momentum, earnings momentum, and capital flow to generate a top/bottom set for rotation.
  • Industry chain transmission framework: Maps upstream-to-midstream-to-downstream propagation rules (e.g., demand-driven vs. cost-driven) to infer timing and leading indicators.
  • Multi-dimensional comparison: Compares industries using valuation metrics (PE/PB/PEG/dividend yield), profitability (ROE/margin/quality), and capital flows (northbound, leverage, ETF net subscriptions, block trades).
  • Use case: Build a monthly/quarterly industry allocation plan (via industry ETFs when appropriate) by selecting the Top 5 for overweight and the Bottom 5 for underweight, with explicit logic and risk flags.

Quick Start

Use the sector-rotation skill to generate an industry rotation shortlist (Top and Bottom industries) based on prosperity score, momentum signals, chain-propagation logic, and multi-dimensional valuation/fund-flow comparisons for your specified rebalancing horizon.

Frequently Asked Questions about sector-rotation

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

FAQPage Schema
How do I identify A-share industry rotation opportunities for tactical allocation?

A-share industry rotation opportunities are identified by scoring industry prosperity, ranking price and earnings momentum, and integrating capital-flow with valuation comparisons to generate actionable overweight and underweight selections.

What is the best way to score industry prosperity for sector momentum?

Industry prosperity scoring uses a structured weighted model across profit growth, profit trends, leading indicators, policy support, and valuation safety to produce a 0–100 health score for sector momentum evaluation.

How does the industry chain transmission framework map upstream to downstream opportunities?

The industry chain transmission framework maps upstream-to-midstream-to-downstream propagation rules, differentiating demand-driven versus cost-driven dynamics, to infer rotation timing and leading indicators across the supply chain.

Can I use sector rotation signals to build a monthly ETF allocation plan?

Yes, sector rotation signals support building monthly or quarterly ETF allocation plans by selecting the Top 5 industries for overweight and the Bottom 5 for underweight, complete with explicit logic and risk flags.

What capital flow and valuation metrics are used for multi-dimensional industry comparison?

Multi-dimensional industry comparison utilizes valuation metrics like PE, PB, PEG, and dividend yield, alongside capital flow signals including northbound flows, leverage, ETF net subscriptions, and block trades.

When should I avoid using automated sector rotation rankings?

Avoid relying solely on automated sector rotation rankings during regime breaks where historical momentum fails, and always interpret outputs with risk-aware configuration decisions to manage sudden trend reversals.