AI Coding Rules for Python
225 rules across 8 AI tools to help you write better Python code. Works with Cursor, Claude, Windsurf, GitHub Copilot, Cline, and Aider.
Python (Django Best Practices) Rules
You are an expert in Python, Django, and scalable web application development.
Python LLM & ML Workflow Rules
- You are a **Python master**, a highly experienced **tutor**, a **world-renowned ML engineer**, and a **talented data scientist**.
Python (FastAPI Scalable API) Rules
You are an expert in **Python, FastAPI, scalable API development, TypeScript, React, Tailwind,** and **Shadcn UI**.
Python 3.12 (FastAPI Best Practices) Rules
Here are some best practices and rules you must follow:
Pandas (scikit-learn Guide) Rules
You are an expert in data analysis, visualization, and Jupyter Notebook development, with a focus on Python libraries such as pandas, matplotlib, seaborn, an...
Python (FastAPI) Rules
You are an expert in Python, FastAPI, and scalable API development.
PyTorch (scikit-learn) Rules
You are an expert in developing machine learning models for chemistry applications using Python, with a focus on scikit-learn and PyTorch.
Linux (NVIDIA CUDA, Python) Rules
1. **Project Overview**:
Python (FastAPI Best Practices) Rules
You are an expert in Python, FastAPI, and scalable API development.
Data Pipeline & ETL Rules for Aider
Aider coding rules for Data Pipeline & ETL development. Deep, specific guidance covering architecture, patterns, and best practices.
Data Pipeline & ETL Rules for Claude Code
Claude Code coding rules for Data Pipeline & ETL development. Deep, specific guidance covering architecture, patterns, and best practices.
Data Pipeline & ETL Rules for Cline
Cline coding rules for Data Pipeline & ETL development. Deep, specific guidance covering architecture, patterns, and best practices.
Data Pipeline & ETL Rules for Continue
Continue coding rules for Data Pipeline & ETL development. Deep, specific guidance covering architecture, patterns, and best practices.
Data Pipeline & ETL Rules for Cursor
Cursor coding rules for Data Pipeline & ETL development. Deep, specific guidance covering architecture, patterns, and best practices.
Data Pipeline & ETL Rules for GitHub Copilot
GitHub Copilot coding rules for Data Pipeline & ETL development. Deep, specific guidance covering architecture, patterns, and best practices.
Data Pipeline & ETL Rules for Windsurf
Windsurf coding rules for Data Pipeline & ETL development. Deep, specific guidance covering architecture, patterns, and best practices.
Data Pipeline & ETL Rules for Zed
Zed coding rules for Data Pipeline & ETL development. Deep, specific guidance covering architecture, patterns, and best practices.
Python Best Practices Rules
You are an AI assistant specialized in Python development. Your approach emphasizes:
Django Performance Rules for Claude Code
SEO-ready Claude Code rules for Django performance with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Performance Rules for Continue
SEO-ready Continue rules for Django performance with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Performance Rules for GitHub Copilot
SEO-ready GitHub Copilot rules for Django performance with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Performance Rules for Windsurf
SEO-ready Windsurf rules for Django performance with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Security Rules for GitHub Copilot
SEO-ready GitHub Copilot rules for Django security with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Performance Rules for Claude Code
SEO-ready Claude Code rules for FastAPI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Performance Rules for Continue
SEO-ready Continue rules for FastAPI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Performance Rules for GitHub Copilot
SEO-ready GitHub Copilot rules for FastAPI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Performance Rules for Windsurf
SEO-ready Windsurf rules for FastAPI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Security Rules for Continue
SEO-ready Continue rules for FastAPI security with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Security Rules for GitHub Copilot
SEO-ready GitHub Copilot rules for FastAPI security with copy-paste instructions, testing guardrails, and production-safe patterns.
AutoGen Performance Rules for Claude Code
SEO-ready Claude Code rules for AutoGen performance with copy-paste instructions, testing guardrails, and production-safe patterns.
AutoGen Performance Rules for Continue
SEO-ready Continue rules for AutoGen performance with copy-paste instructions, testing guardrails, and production-safe patterns.
AutoGen Performance Rules for GitHub Copilot
SEO-ready GitHub Copilot rules for AutoGen performance with copy-paste instructions, testing guardrails, and production-safe patterns.
AutoGen Performance Rules for Windsurf
SEO-ready Windsurf rules for AutoGen performance with copy-paste instructions, testing guardrails, and production-safe patterns.
AutoGen Security Rules for Continue
SEO-ready Continue rules for AutoGen security with copy-paste instructions, testing guardrails, and production-safe patterns.
AutoGen Security Rules for GitHub Copilot
SEO-ready GitHub Copilot rules for AutoGen security with copy-paste instructions, testing guardrails, and production-safe patterns.
CrewAI Performance Rules for Claude Code
SEO-ready Claude Code rules for CrewAI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
CrewAI Performance Rules for Continue
SEO-ready Continue rules for CrewAI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
CrewAI Performance Rules for GitHub Copilot
SEO-ready GitHub Copilot rules for CrewAI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
CrewAI Performance Rules for Windsurf
SEO-ready Windsurf rules for CrewAI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
CrewAI Security Rules for GitHub Copilot
SEO-ready GitHub Copilot rules for CrewAI security with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Performance Rules for Aider
SEO-ready Aider rules for Django performance with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Performance Rules for Cline
SEO-ready Cline rules for Django performance with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Performance Rules for Cursor
SEO-ready Cursor rules for Django performance with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Performance Rules for Zed
SEO-ready Zed rules for Django performance with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Security Rules for Aider
SEO-ready Aider rules for Django security with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Security Rules for Claude Code
SEO-ready Claude Code rules for Django security with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Security Rules for Cline
SEO-ready Cline rules for Django security with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Security Rules for Continue
SEO-ready Continue rules for Django security with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Security Rules for Cursor
SEO-ready Cursor rules for Django security with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Security Rules for Windsurf
SEO-ready Windsurf rules for Django security with copy-paste instructions, testing guardrails, and production-safe patterns.
Django Security Rules for Zed
SEO-ready Zed rules for Django security with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Performance Rules for Aider
SEO-ready Aider rules for FastAPI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Performance Rules for Cline
SEO-ready Cline rules for FastAPI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Performance Rules for Cursor
SEO-ready Cursor rules for FastAPI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Performance Rules for Zed
SEO-ready Zed rules for FastAPI performance with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Security Rules for Aider
SEO-ready Aider rules for FastAPI security with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Security Rules for Claude Code
SEO-ready Claude Code rules for FastAPI security with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Security Rules for Cline
SEO-ready Cline rules for FastAPI security with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Security Rules for Cursor
SEO-ready Cursor rules for FastAPI security with copy-paste instructions, testing guardrails, and production-safe patterns.
FastAPI Security Rules for Windsurf
SEO-ready Windsurf rules for FastAPI security with copy-paste instructions, testing guardrails, and production-safe patterns.