sector-rotation

Score A-share industry business conditions and rank momentum factors for rotation recommendations.

Updated Apr 14, 2026
One-click install
npx skills add https://github.com/loanntc/Paave --skill sector-rotation-loanntc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sector-rotation
Source: https://github.com/loanntc/Paave/tree/main/skills/sector-rotation
Command: npx skills add https://github.com/loanntc/Paave --skill sector-rotation-loanntc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you decide which A-share industries to overweight or underweight by turning fragmented macro, fundamentals, valuation, and capital-flow signals into a consistent rotation framework.

Core Features & Use Cases

  • Industry “fundamentals + cycle” scoring: Computes an industry “business conditions” score from profitability growth, profitability trend, cycle indicators, policy support, and valuation safety (PE historical percentile).
  • Momentum ranking across signals: Ranks industries using price momentum (with lookback/skip to reduce short-term noise), a profitability momentum proxy (ROE YoY change deltas), and a combined score that integrates capital-flow factors.
  • Industry-chain propagation mapping: Links upstream→midstream→downstream transmission mechanisms (e.g., cost push, demand pull, inventory cycle, and leading/lagging effects) to support narrative and timing.
  • Use case: When preparing a monthly/quarterly industry allocation plan, identify Top industries for overweight and Bottom industries for underweight, and explain the logic using valuation, earnings trend, policy, and flow evidence.

Quick Start

Use the sector-rotation skill to produce a ranked industry list and allocation suggestions for the next rebalancing cycle.

Frequently Asked Questions about sector-rotation

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

FAQPage Schema
How do I build an A-share sector rotation strategy using momentum and valuation signals?

Industry rotation works by scoring sector business conditions from profitability growth, cycle indicators, policy support, and valuation safety, then ranking sectors using price momentum, ROE YoY change deltas, and combined capital-flow signals.

How do I rank Shenwan industries for monthly portfolio allocation?

You rank Shenwan industries by computing a deterministic combined score integrating price momentum with skip periods, earnings trend proxies, and capital-flow factors, outputting a ranked list with configuration and risk notes for monthly rebalancing.

Does sector rotation analysis work with capital flows and earnings trend data?

Yes, sector rotation analysis works by integrating capital-flow factors and profitability momentum proxies like ROE YoY change deltas directly into the combined industry ranking score to identify overweight targets.

What is the best way to map industry-chain propagation for sector rotation timing?

The best way to map industry-chain propagation is linking upstream, midstream, and downstream transmission mechanisms such as cost push, demand pull, and inventory cycles to support rotation timing and narrative.

What data do I need to calculate PE historical percentile for industry valuation safety?

Calculating PE historical percentile for industry valuation safety requires historical price-earnings ratio data for A-share industries to determine current valuation levels relative to historical ranges.

When should I not use a multi-factor sector rotation model for A-share allocation?

You should avoid multi-factor sector rotation models when lacking deterministic scoring weights, clearly defined signal rules, or consistent macro, fundamental, and capital-flow data required to produce reliable A-share industry rankings.