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minute-analysis

Retrieve minute-level candlestick data from OKX, Tushare, or yfinance.

1|Updated Jun 23, 2026
Search Tags:#market analysis#technical analysis#backtesting#minute analysis#candlestick data
One-click install
npx skills add https://github.com/644408071-design/Kokpop --skill minute-analysis-644408071-design
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: minute-analysis
Source: https://github.com/644408071-design/Kokpop/tree/main/agent/src/skills/minute-analysis
Command: npx skills add https://github.com/644408071-design/Kokpop --skill minute-analysis-644408071-design

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, numpy, requests, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides minute-level data analysis and backtesting capabilities, enabling users to retrieve minute candlesticks and calculate various indicators for in-depth market analysis.

Core Features & Use Cases

  • Minute-level Data Retrieval: Fetch minute candlesticks from OKX, Tushare, or yfinance.
  • Indicator Calculation: Calculate VWAP, TWAP, volume distribution, and more.
  • Backtesting: Supports minute-level backtesting with customizable intervals and parameters.
  • Use Case: For a trader looking to analyze short-term market trends and test strategies using minute-level data.

Quick Start

Use the minute-analysis skill to retrieve minute candlesticks for BTC-USDT from OKX and calculate VWAP for the past 5 minutes.

Frequently Asked Questions about minute-analysis

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

FAQPage Schema
How do I retrieve minute-level candlestick data for market analysis?▼

To retrieve minute-level candlestick data, fetch OHLCV records from OKX, Tushare, or yfinance, then process the dataset using pandas and numpy to calculate indicators like VWAP for short-term trend evaluation.

How do I calculate VWAP and TWAP using minute candlesticks?▼

Calculating VWAP and TWAP using minute candlesticks involves applying volume and time-weighted formulas to your retrieved dataset, utilizing pandas and numpy to aggregate prices over specified minute-level intervals.

Can I perform minute-level backtesting with data from yfinance or Tushare?▼

Yes, you can perform minute-level backtesting with data from yfinance or Tushare. Configure customizable intervals and parameters to test trading strategies against historical short-term market movements.

Do I need pandas and numpy to analyze volume distribution from OKX minute data?▼

Yes, you need pandas and numpy to analyze volume distribution from OKX minute data. These libraries handle the required data processing and mathematical calculations to execute your market analysis.

What is the best way to analyze short-term market trends using minute candlesticks?▼

The best way to analyze short-term market trends using minute candlesticks is to fetch data from OKX or yfinance, calculate volume distribution and VWAP, and run minute-level backtesting to validate strategies.

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