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us-etf-flow

Analyze US ETF creation and redemption data to quantify institutional capital allocation.

Updated Jun 30, 2026
Search Tags:#finance#market-analysis#etf#sector-rotation#capital-flow#institutional-investing
One-click install
npx skills add https://github.com/0xZKnw/vibe-trading-tap --skill us-etf-flow-0xzknw
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: us-etf-flow
Source: https://github.com/0xZKnw/vibe-trading-tap/tree/main/agent/src/skills/us-etf-flow
Command: npx skills add https://github.com/0xZKnw/vibe-trading-tap --skill us-etf-flow-0xzknw

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires yfinance.

What problem does it solve?

This skill solves the challenge of identifying institutional capital movement and market sentiment shifts by providing a real-time proxy for institutional positioning that avoids the 45-day lag associated with traditional 13F filings.

Core Features & Use Cases

  • Institutional Tracking: Monitor daily ETF creation and redemption data to gauge institutional demand versus liquidation.
  • Sector Rotation Analysis: Calculate sector breadth and cyclical-to-defensive ratios to identify current market cycle phases.
  • Use Case: A portfolio manager can use this skill to determine if current market movement is driven by broad-based risk-on sentiment or a defensive rotation into staples and utilities.

Quick Start

Use the us-etf-flow skill to analyze the latest capital flows for the technology and energy sectors to determine current institutional positioning.

Frequently Asked Questions about us-etf-flow

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

FAQPage Schema
How do I track institutional capital flows without the 45-day lag of 13F filings?▼

Analyze daily ETF creation and redemption activity to track institutional capital flows in real-time. This approach provides a current proxy for institutional positioning, avoiding the 45-day reporting lag inherent in traditional 13F filings.

How do I identify sector rotation trends using ETF flow data?▼

Identify sector rotation trends by calculating sector breadth and cyclical-to-defensive ratios from ETF flow data. This analysis reveals current market cycle phases and institutional positioning across various sector-based ETFs.

What is the best way to measure institutional risk appetite in the market?▼

Measure institutional risk appetite by analyzing ETF creation and redemption data across broad market and factor-based ETFs. Inflows into cyclical sectors indicate risk-on sentiment, while redemptions and defensive rotation into staples signal risk-off positioning.

Can I use yfinance to analyze ETF creation and redemption data?▼

Yes, you can use yfinance to retrieve the necessary ETF data for analyzing creation and redemption activity. This dependency provides the daily flow metrics required to quantify institutional capital allocation and sector rotation trends.

How do I calculate cyclical versus defensive positioning from ETF flows?▼

Calculate cyclical versus defensive positioning by comparing daily flow metrics and AUM-normalized signals across sector ETFs. This analysis identifies whether current market movement reflects broad risk-on sentiment or a defensive rotation into staples and utilities.

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