minute-analysis

Name: minute-analysis
Availability: InStock
Author: wudye

Retrieve minute OHLCV data and compute VWAP, TWAP, and volume metrics.

Updated May 5, 2026

Search Tags:#backtesting #market data #twap #okx #vwap #volume profile #minute candles

Ready to run

npx skills add https://github.com/wudye/traderAssistHK --skill minute-analysis-wudye

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: minute-analysis
Source: https://github.com/wudye/traderAssistHK/tree/main/backend/src/skills/minute-analysis
Command: npx skills add https://github.com/wudye/traderAssistHK --skill minute-analysis-wudye

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, numpy, requests.

What problem does it solve?

Minute-level trading research is hard because retrieving high-frequency candles and turning them into usable intraday indicators (like VWAP/TWAP and volume profiles) is repetitive and time-consuming.

Core Features & Use Cases

Minute candlestick retrieval: Fetch minute OHLCV data from OKX, Tushare, or yfinance for intraday analysis and strategy inputs.
Intraday indicator templates: Compute common analytics such as cumulative VWAP, TWAP, volume distribution, and hourly volume summaries.
Minute-level backtest support guidance: Use the configured interval (e.g., 5m) to run intraday strategies with appropriately sized time windows.

Quick Start

Use the minute-analysis skill to compute VWAP, TWAP, and volume distribution from OKX minute candles for BTC-USDT at 5m interval.

Frequently Asked Questions about minute-analysis

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

FAQPage Schema

How do I compute VWAP and TWAP from minute candlestick data?▼

Compute VWAP and TWAP from minute candlestick data by retrieving minute-level OHLCV bars and applying cumulative volume-weighted price calculations. This Skill aligns the intraday indicator outputs to your configured backtest interval for trading research.

Can I fetch minute OHLCV data from OKX, Tushare, and yfinance for backtesting?▼

Yes, you can fetch minute OHLCV data from OKX, Tushare, and yfinance for backtesting. The Skill retrieves high-frequency candlesticks across these platforms and prepares them as usable intraday strategy inputs.

What minute intervals are supported for intraday volume profile analysis?▼

Supported minute intervals for intraday volume profile analysis include 1m, 5m, 15m, 30m, and 1H. The Skill aligns volume distribution metrics and hourly summaries to these configured bar intervals.

How do I calculate volume distribution for crypto backtest preparation?▼

Calculate volume distribution for crypto backtest preparation by retrieving minute OHLCV data and computing hourly volume summaries. The Skill processes large datasets to output volume-based metrics aligned to your trading strategy window.

Does this approach work for both crypto and equity intraday workflows?▼

Yes, this approach works for both crypto and equity intraday workflows. By leveraging OKX for crypto and Tushare or yfinance for equities, the Skill computes consistent minute-level indicators across different asset classes.

Why do I need pandas and numpy for minute-level market data analysis?▼

You need pandas and numpy for minute-level market data analysis because the Skill relies on these libraries to process large OHLCV datasets and compute intraday indicators like cumulative VWAP efficiently.