minute-analysis

Retrieve minute candlestick data from OKX, Tushare, and yfinance with VWAP/TWAP calculations.

Updated Apr 9, 2026

Search Tags:#backtesting #candlesticks #tushare #okx #vwap #minute-data #intraday-analysis

Ready to run

npx skills add https://github.com/JacobHsu/vibe-trading-agent --skill minute-analysis-jacobhsu

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: minute-analysis
Source: https://github.com/JacobHsu/vibe-trading-agent/tree/main/agent/src/skills/minute-analysis
Command: npx skills add https://github.com/JacobHsu/vibe-trading-agent --skill minute-analysis-jacobhsu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill removes the pain of assembling minute candlestick data and indicators manually by pulling from OKX, Tushare, and yfinance and preparing it for intraday strategy review or backtesting.

Core Features & Use Cases

Unified data retrieval pulls minute data from OKX, Tushare, and yfinance while handling pagination limits and timestamp normalization.
Indicator support covers VWAP, TWAP, volume distribution, hourly aggregation, and other intraday metrics for thorough analysis.
Backtest readiness ensures configurations accept minute intervals and automatically infers annualization factors for intraday strategies.
Use case: Feed OKX five minute candlesticks and VWAP guidance into the backtest tool to validate a scalping strategy before trading.

Quick Start

Ask the trading agent to gather OKX 5m candlesticks for BTC-USDT and compute VWAP and TWAP for an intraday backtest.

Frequently Asked Questions about minute-analysis

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

FAQPage Schema

How do I retrieve OKX minute candlesticks for intraday backtesting?▼

To retrieve OKX minute candlesticks for intraday backtesting, the skill handles paginated API calls and timestamp normalization to deliver ready-to-use datasets for five minute to four hour intervals.

Can I calculate VWAP and TWAP using Tushare minute data?▼

Yes, you can calculate VWAP and TWAP using Tushare minute data. The skill provides indicator support for VWAP, TWAP, volume distribution, and hourly aggregation for intraday analysis.

Does this skill handle timestamp conversions in milliseconds for yfinance minute data?▼

Yes, the skill handles timestamp conversions in milliseconds for yfinance minute data. It unifies data retrieval across OKX, Tushare, and yfinance while normalizing timestamps for backtest engines.

What is the best way to prepare minute-level candlestick data for a scalping strategy evaluation?▼

The best way to prepare minute-level candlestick data for scalping strategy evaluation is using unified retrieval with OKX, Tushare, or yfinance, computing VWAP guidance, and configuring minute intervals with inferred annualization factors.

Are there pagination limits when pulling minute candlesticks from OKX and Tushare?▼

Yes, there are pagination limits when pulling minute candlesticks from OKX and Tushare. The skill manages paginated API calls automatically to ensure complete intraday datasets are retrieved without hitting manual limits.

Why does my intraday backtest need annualization factors for minute intervals?▼

Intraday backtests need annualization factors for minute intervals to accurately calculate strategy returns. The skill automatically infers these factors when configurations accept minute intervals, ensuring backtest readiness.