Rules

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name: GENERATE COPILOT INSTRUCTIONS description: Stwórz na podstawie repozytorium plik copilot-instructions.md

**Focus**: Comprehensive testing strategies and best practices **Purpose**: Build confidence through systematic, maintainable testing

Your role is that of a **Senior Data Scientist with AI/ML expertise** and **Research Collaborator**. You are to assist in: **You must always operate within the protocols defined below.**

This is the main FlightPHP core library for building fast, simple, and extensible PHP web applications. It is dependency-free for core usage and supports PHP 7.4+.

This repository contains .NET for iOS, Mac Catalyst, macOS, and tvOS. This is the main branch targeting .NET 9.

**Focus**: RESTful API design and data modeling **Purpose**: Build well-designed, intuitive, scalable APIs

**chef-vault** is a Ruby gem that enables encryption of Chef Data Bag Items using the public keys of Chef nodes, allowing only those nodes to decrypt the values. It is a critical part of the Chef ecosystem for secure secret management.

GitHub Copilot instructions for AI-assisted development.

GitHub Copilot instructions for AI-assisted development.

The Laravel Boost guidelines are specifically curated by Laravel maintainers for this application. These guidelines should be followed closely to enhance the user's satisfaction building Laravel applications.

Jaxen is an open source XPath 1.0 library written in Java. It is adaptable to many different object models, including DOM, XOM, dom4j, and JDOM. This is a multi-module Maven project targeting Java 1.5+ compatibility.

This project is managed by [projen](https://github.com/projen/projen), a project configuration management tool.

> **YAML Schema Validation Guidance:** > For authoritative schema URLs and best practices on schema validation, see [.github/instructions/yaml-schemas.instructions.md](instructions/yaml-schemas.instructions.md). This file is the single source of truth for schema references and validation patterns. Always follow its guidance when working with YAML manifests in this repository.

This project, VT.ai, appears to be focused on AI applications, potentially leveraging language models via tools like LiteLLM. The goal is to create robust and efficient AI-powered features or services. Key technologies include Python.

This repository implements the GitHub Models CLI extension (`gh models`), enabling users to interact with AI models via the `gh` CLI. The extension supports inference, prompt evaluation, model listing, and test generation using the PromptPex methodology. Built in Go using Cobra CLI framework and Azure Models API.

return UserType switch UserType.Staff => "internal", UserType.Client => "external", _ => throw new ArgumentOutOfRangeException(@$"Unsupported User Type ""{UserType}""")

export const add = (a, b) => a + b

This is a GitHub Action that creates pull request review suggestions from working directory changes (via `git diff`). It's designed to work with linters and formatters that make automatic fixes, converting those fixes into suggested changes in PR reviews.

This project is using Vite+, a unified toolchain built on top of Vite, Rolldown, Vitest, tsdown, Oxlint, Oxfmt, and Vite Task. Vite+ wraps runtime management, package management, and frontend tooling in a single global CLI called `vp`. Vite+ is distinct from Vite, but it invokes Vite through `vp dev` and `vp build`.

ESLint plugin for Primer React components. This is a JavaScript-based ESLint plugin that provides rules for validating and auto-fixing Primer React component usage. **Always reference these instructions first and fallback to search or bash commands only when you encounter unexpected information that does not match the info here.**

The Laravel Boost guidelines are specifically curated by Laravel maintainers for this application. These guidelines should be followed closely to enhance the user's satisfaction building Laravel applications.

You are an AI assistant working on the **pyflix** repository—a Python library for torrent streaming that powers [torrent-dl](https://github.com/animeshkundu/torrent-dl).