etf-analysis

Analyze and compare ETFs to produce a ranked scorecard with recommendations.

Updated Apr 10, 2026
One-click install
npx skills add https://github.com/ebrahim-sani/trading-automation --skill etf-analysis-ebrahim-sani
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: etf-analysis
Source: https://github.com/ebrahim-sani/trading-automation/tree/main/vibe-trading/agent/src/skills/etf-analysis
Command: npx skills add https://github.com/ebrahim-sani/trading-automation --skill etf-analysis-ebrahim-sani

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

ETFs analysis and strategy planning for asset allocation and trading using data-driven methods, enabling informed ETF selection and portfolio construction.

Core Features & Use Cases

  • ETF screening: compare scale, fees, tracking error, liquidity, and spreads across similar ETFs.
  • Strategy development: sector rotation, Smart Beta factor exposure, and hedging considerations for Chinese market ETFs.
  • Use Case: Build a diversified core-satellite ETF portfolio and rotate sectors based on momentum signals.

Quick Start

Run a comparative ETF scoring for the last 12 months and propose a core-satellite allocation.

Frequently Asked Questions about etf-analysis

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

FAQPage Schema
How do I screen and compare ETFs using tracking error and liquidity metrics?

ETF screening compares scale, fees, tracking error, liquidity, and spreads across similar ETFs. It gathers price and NAV data to compute these metrics, outputting a ranked ETF scorecard with actionable recommendations for selection.

Can I use ETF analysis to build a core-satellite portfolio for the Chinese market?

ETF analysis supports Chinese and global ETFs across broad, sector, and smart beta categories. You can build a diversified core-satellite ETF portfolio and rotate sectors based on momentum signals using the strategy development features.

What is the best way to evaluate Smart Beta ETFs for factor exposure and sector rotation?

Evaluating Smart Beta ETFs involves analyzing factor exposure and applying sector rotation strategies. The tool assesses tracking error, liquidity, and fee metrics to guide strategy design and construct portfolios based on momentum signals.

Does ETF analysis work with both global and sector-specific ETFs?

ETF analysis applies to both Chinese and global ETFs across broad, sector, and smart beta categories. It enables screening and liquidity assessment to support strategy development and portfolio construction across these different ETF types.

How is ETF tracking error calculated from price and NAV data?

ETF tracking error is computed by gathering data from price and NAV sources. The analysis calculates the divergence between these metrics to assess how closely an ETF follows its benchmark, outputting a ranked scorecard.

Why should I use ETF analysis instead of manually comparing fees and scale?

ETF analysis automates the comparison of scale, fees, tracking error, liquidity, and spreads across similar ETFs. It transforms raw price and NAV data into a ranked scorecard with actionable recommendations, enabling faster and smarter portfolio construction.