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sector-rotation

Analyze sector rotation data to rank 31 primary industries by momentum.

6.1k|1.2k|Updated Jun 9, 2022
Search Tags:#momentum#portfolio-management#sector-rotation#multifactor#industry-analysis#equities
One-click install
npx skills add https://github.com/charliedream1/ai_quant_trade --skill sector-rotation-charliedream1
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sector-rotation
Source: https://github.com/charliedream1/ai_quant_trade/tree/main/a_%E5%85%A8%E7%BD%91%E4%BC%98%E7%A7%80%E8%B5%84%E6%BA%90/10_%E5%A4%A7%E6%A8%A1%E5%9E%8B/07_skill%E5%8C%85/vibe_trading_skills/sector-rotation
Command: npx skills add https://github.com/charliedream1/ai_quant_trade --skill sector-rotation-charliedream1

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Organizations need a disciplined framework to identify sector rotation opportunities across primary industries by synthesizing momentum, cyclicality, valuations, and capital flows to inform overweight/underweight decisions.

Core Features & Use Cases

  • Multi-factor sector scoring: combines prosperity, momentum, valuation, and capital flow signals to rank sectors.
  • Use cases include strategic asset allocation, rotation bets, and scenario analysis across the 31 primary industries.
  • Output overweight/underweight signals and actionable insights for portfolio construction.

Quick Start

Analyze sector rotation data to generate overweight/underweight signals for the 31 primary industries.

Frequently Asked Questions about sector-rotation

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

FAQPage Schema
How do I rank industries by momentum for sector rotation bets?▼

The skill analyzes time-series sector returns using a modular scoring framework to rank the 31 primary industries by momentum, generating actionable overweight and underweight signals for portfolio construction.

What factors are combined in multi-factor sector scoring for equity portfolios?▼

Multi-factor sector scoring synthesizes prosperity, momentum, valuation, and capital flow signals to rank sectors and inform strategic asset allocation and equity portfolio decisions.

Do I need Python and pandas to analyze sector rotation data?▼

Yes, analyzing sector rotation data requires a Python and pandas workflow to process time-series sector returns and execute the modular scoring framework for generating ranked sector outputs.

Can I generate overweight and underweight signals for the 31 primary industries?▼

Yes, the framework evaluates sector momentum, profitability, valuation, and capital flow signals to generate overweight and underweight recommendations across the 31 primary industries.

What is the best way to evaluate sector cyclicality and capital flows for asset allocation?▼

A disciplined multi-factor framework synthesizes momentum, valuations, and capital flows to evaluate sector cyclicality, enabling scenario analysis and strategic rotation bets for asset allocation.

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