javajack

Skill Algotrader — Data skill for Claude Code

Data community

Quantitative trading skill for Indian equity markets with Zerodha integration.

How to install Skill Algotrader

This entry records only its repository, not the path inside it, so there is no exact command to give. Open javajack/skill-algotrader and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Skill Algotrader does

Quantitative trading skill for Indian equity markets with Zerodha integration. Generate trading bots, fetch live index data, and manage risk with Claude Code.

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README

AlgoTrader: Quantitative Trading Skill for Claude Code

**Comprehensive trading expert embodying real-world learnings from Indian equity markets**

[![Python](https://img.shields.io/badge/Python-3.10+-blue.svg)](https://www.python.org/) [![Zerodha](https://img.shields.io/badge/Zerodha-Kite%20API-orange.svg)](https://kite.trade/) [![License](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE) [![Skills.sh](https://img.shields.io/badge/skills.sh-install-blue)](https://skills.sh/javajack/skill-algotrader) [![GitHub](https://img.shields.io/github/stars/javajack/skill-algotrader?style=social)](https://github.com/javajack/skill-algotrader)

Overview

AlgoTrader is a Claude Code skill that provides expert guidance for building, optimizing, and running quantitative trading systems on Indian stock markets. It embodies **1,780 lines of real-world learnings** from production trading, including:

  • ✅ 65%+ win rate signal generation strategies
  • ✅ 28x performance optimizations (Parquet caching, vectorization)
  • ✅ Zero-regression code modifications with automated testing
  • ✅ Production failure prevention (30+ gotchas documented)
  • ✅ Backtest-live parity validation
  • ✅ Risk-adjusted capital compounding

Installation

Quick Install (Recommended)

Install directly from the skills.sh directory:

npx skills add javajack/skill-algotrader

Manual Installation

Option 1: Clone to Claude Skills Directory

cd ~/.claude/skills
git clone https://github.com/javajack/skill-algotrader.git algotrader
cd algotrader
./start.sh wizard  # Start using the skill

Option 2: Custom Skills Path

export CLAUDE_SKILLS_PATH=~/work/skills
cd ~/work/skills
git clone https://github.com/javajack/skill-algotrader.git algotrader
cd algotrader
./start.sh wizard

Install Python Dependencies

After installation, set up the Python environment:

cd ~/.claude/skills/algotrader  # or your custom path
python3 -m ve