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CompletedJan 15, 2025

CLAUDE CODE SKILLS: AI CODING ASSISTANT EXTENSIONS

Open-source collection of comprehensive AI coding assistant skills for Python, ML, and quantitative finance following Anthropic specifications.

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aipythonmachine-learningopen-sourcedeveloper-tools
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Overview

An open-source collection of specialized skills for Claude Code, Anthropic's AI coding assistant. The skills provide domain-specific knowledge and patterns for Python development, machine learning workflows, and quantitative finance.

Skills Included

  • Python Programming — Best practices, design patterns, type hints, testing
  • Machine Learning — Model training, evaluation, deployment, MLOps
  • Quantitative Finance — Backtesting, portfolio optimization, risk management
  • Software Engineering — Architecture, CI/CD, clean code principles

Design Philosophy

Each skill follows Anthropic's specification format with:

  • Trigger patterns for automatic activation
  • Domain-specific code templates and examples
  • Anti-patterns and common pitfalls
  • Integration with other skills for complex workflows

Tech Stack

Markdown, YAML, Claude Code Skill Specification