Coding & Development

Web and mobile apps, debugging, DevOps, security and more.

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Rules File

IntelliJ IDEA Java and Kotlin Development

Guidance for Java and Kotlin development in IntelliJ IDEA with portable Gradle/Maven builds, safe IDE workflows, and CI-aligned validation.

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Rules File

Java 11 to Java 17 Upgrade Guide

Comprehensive best practices for adopting new Java 17 features since the release of Java 11.

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Rules File

Java 17 to Java 21 Upgrade Guide

Comprehensive best practices for adopting new Java 21 features since the release of Java 17.

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Rules File

Java 21 to Java 25 Upgrade Guide

Comprehensive best practices for adopting new Java 25 features since the release of Java 21.

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Rules File

JUnit 5 Assertions Best Practices

Standardizes JUnit 5 (Jupiter) assertions with best practices for performance, readability, and modern features (5.8+). Covers Supplier messages, assertAll, assertThrows…

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Rules File

Java MCP Server Development Guidelines

Best practices and patterns for building Model Context Protocol (MCP) servers in Java using the official MCP Java SDK with reactive streams and Spring integration.

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Rules File

Go MCP Server Development Guidelines

Best practices and patterns for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk package.

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.NET MAUI

.NET MAUI component and application patterns

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.NET Project Upgrade Instructions

Specialized agent for comprehensive .NET framework upgrades with progressive tracking and validation

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Rules File

.NET Wpf Instructions

.NET WPF component and application patterns

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Rules File

draw.io Diagram Standards

Use when creating, editing, or reviewing draw.io diagrams and mxGraph XML in .drawio, .drawio.svg, or .drawio.png files.

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Rules File

Exclude Prompt Data

Write only the resulting content into files. Never echo prompt instructions, rationale, or meta-commentary into documentation, comments, or code being produced from a pr…

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Rules File

Fedora Administration Guidelines

Guidance for Fedora (Red Hat family) systems, dnf workflows, SELinux, and modern systemd practices.

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Rules File

Genaiscript Instructions

AI-powered script generation guidelines

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Rules File

Gilfoyle Code Review Instructions

Gilfoyle-style code review instructions that channel the sardonic technical supremacy of Silicon Valley's most arrogant systems architect.

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Rules File

.NET Framework Development

Guidance for working with .NET Framework projects. Includes project structure, C# language version, NuGet management, and best practices.

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Rules File

GitHub Actions CI/CD Best Practices

Comprehensive guide for building robust, secure, and efficient CI/CD pipelines using GitHub Actions. Covers workflow structure, jobs, steps, environment variables, secre…

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Rules File

Upgrading from .NET MAUI 9 to .NET MAUI 10

Instructions for upgrading .NET MAUI applications from version 9 to version 10, including breaking changes, deprecated APIs, and migration strategies for ListView to Col…

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Rules File

Dataverse SDK for Python — Official Quickstart

Dataverse SDK for Python — Official Quickstart This instruction summarizes Microsoft Learn guidance for the Dataverse SDK for Python (preview) and provides copyable snip…

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Rules File

Dataverse SDK for Python — Getting Started

Dataverse SDK for Python — Getting Started - Install the Dataverse Python SDK and prerequisites. - Configure environment variables for Dataverse tenant, client ID, secre…

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