Memory Bank
Memory Bank pattern: persistent project documentation under a memory-bank/ folder so the AI can resume context across sessions.
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Memory Bank pattern: persistent project documentation under a memory-bank/ folder so the AI can resume context across sessions.
Best practices for Kubernetes YAML manifests including labeling conventions, security contexts, pod security, resource management, probes, and validation commands
Build agents with the Microsoft Foundry SDK (azure-ai-projects v2) in Python: versioned agents, the Responses/Conversations model, tools, and the SDK mistakes Copilot ma…
Instructions for using LangChain with Python
Instructions for customizing GitHub Copilot behavior for MONGODB DBA chat mode.
Guidelines for localizing markdown documents
Instructions for GitHub Copilot to generate code in a Moodle project context.
Guidelines and best practices for developing Lightning Web Components (LWC) on Salesforce Platform.
Instructions for customizing GitHub Copilot behavior for MS-SQL DBA chat mode.
Standardizes JUnit 5 (Jupiter) assertions with best practices for performance, readability, and modern features (5.8+). Covers Supplier messages, assertAll, assertThrows…
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.
Expert assistance for Joyride User Script projects - REPL-driven ClojureScript and user space automation of VS Code
Instructions for writing Go code following idiomatic Go practices and community standards
Expert assistance for Joyride Workspace automation - REPL-driven and user space ClojureScript automation within specific VS Code workspaces
Portable guidance for authoring safe, fast, and clear hooks and reusable hook examples
Best practices and patterns for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library.
Color usage guidelines and styling rules for HTML elements to ensure accessible, professional designs.
Guidelines for creating high-quality custom instruction files for GitHub Copilot
Guidance for Java and Kotlin development in IntelliJ IDEA with portable Gradle/Maven builds, safe IDE workflows, and CI-aligned validation.
Comprehensive best practices for adopting new Java 17 features since the release of Java 11.
Comprehensive best practices for adopting new Java 21 features since the release of Java 17.
Comprehensive best practices for adopting new Java 25 features since the release of Java 21.
DDD and .NET architecture guidelines
Gilfoyle-style code review instructions that channel the sardonic technical supremacy of Silicon Valley's most arrogant systems architect.