AI Skill Market Insights

Real data. Real impact.

Popularity

Rising

Emerging

Active Users

0+

Developers

Time Saved

2+ hrs

Per week

Source

GitHub

Open source

Be Part of the 0+ Developer Community

Skills give you superpowers. Install in 30 seconds.

A-Stock Kline Analyzer is a technical analysis tool purpose-built for the Chinese A-share market. It combines real-time pricing from Sina Finance with historical K-line data from Baostock to deliver structured analysis reports complete with trend indicators, momentum signals, candlestick pattern recognition, and actionable trading recommendations.

The analyzer produces a technical score from -5 to +5 that quantifies bullish or bearish momentum, making it easy to compare signals across multiple stocks at a glance.

Key Features

Multi-indicator analysis covering Moving Averages, MACD, RSI, Bollinger Bands, and KDJ across configurable timeframes
Candlestick pattern recognition detecting hammer lines, doji crosses, engulfing formations, and other reversal signals
Volume analysis module including volume ratio, turnover rate, and price-volume relationship evaluation for short-term stock selection
Structured 8-module reports covering price action, trend indicators, momentum signals, Bollinger positioning, patterns, volume, trading signals, and recommendations
Technical scoring system (-5 to +5) with explicit buy, hold, reduce, or watch recommendations and risk management guidance
Chart generation with optional matplotlib output for visual analysis

Use Cases

Generate a quick technical assessment before entering or exiting a position on Shanghai or Shenzhen exchanges
Screen stocks based on volume metrics and momentum shifts for short-term trading
Produce formatted analysis reports with emoji indicators for fast interpretation
Backtest trend strength across different time windows (30, 60, or 90 days)

How It Works

The analyzer fetches real-time quotes from Sina Finance and historical candlestick data from Baostock. It calculates overlapping technical indicators, evaluates their signals collectively, and synthesizes findings into a formatted report with a composite technical score and next-day trend forecast.

Getting Started

Install dependencies with pip (baostock, pandas, matplotlib). Run the analyzer with a stock code and desired parameters. JSON output is also available for programmatic integration.

License

MIT-0 (Free to use, modify, and redistribute. No a

A-Stock Kline Analyzer

AI Skill Market Insights

Be Part of the 0+ Developer Community

Key Features

Use Cases

How It Works

Getting Started

License

Quick Start

Manual Installation

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