Any model

Vue

"Vue.js best practices and patterns for modern web applications"

Svelte

Definitive guide for writing clean, performant, and maintainable Svelte 5 applications using the runes API and modern TypeScript practices.

Tailwind

"Tailwind CSS and UI component best practices for modern web applications"

Pandas

This guide outlines definitive best practices for writing high-performance, maintainable, and robust pandas code, focusing on modern patterns and avoiding common pitfalls.

Scikit Learn

Definitive guidelines for writing robust, maintainable, and performant scikit-learn code, emphasizing consistent preprocessing, API adherence, and data leakage prevention.

Matplotlib

This guide outlines definitive best practices for writing clean, performant, and maintainable matplotlib code, emphasizing the object-oriented API and modern data science workflows.

Numpy

This guide provides definitive, actionable best practices for writing high-performance, maintainable, and correct NumPy code, emphasizing vectorization, explicit dtypes, and modern GPU acceleration.

Structured code review prompt

Reusable prompt that turns a model into a rigorous code reviewer with a fixed output format.

Minimal AGENTS.md starter

A lean AGENTS.md template: project context, commands, conventions, and hard rules.

Conventional Commits

Always-on rule that keeps agent commit messages in Conventional Commits format.

English Translator and Improver

Prompt Generator

Proofreader

Linux Terminal

Rust

Rust best practices for Solana smart contract development using Anchor framework and Solana SDK

Docker

Docker production rules. Pinned versions, multi-stage builds, non-root user, minimal attack surface.