github/awesome-copilot - Page 10

java-docs

Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.

java-junit

Get best practices for JUnit 5 unit testing, including data-driven tests

java-refactoring-extract-method

Refactoring using Extract Methods in Java Language

java-refactoring-remove-parameter

Refactoring using Remove Parameter in Java Language

java-springboot

Get best practices for developing applications with Spring Boot.

javascript-typescript-jest

Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.

kotlin-mcp-server-generator

Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.

kotlin-springboot

Get best practices for developing applications with Spring Boot and Kotlin.

mcp-copilot-studio-server-generator

Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support

mcp-create-adaptive-cards

Skill converted from mcp-create-adaptive-cards.prompt.md

mcp-create-declarative-agent

Skill converted from mcp-create-declarative-agent.prompt.md

mcp-deploy-manage-agents

Skill converted from mcp-deploy-manage-agents.prompt.md

memory-merger

Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.

mkdocs-translations

Generate a language translation for a mkdocs documentation stack.

multi-stage-dockerfile

Create optimized multi-stage Dockerfiles for any language or framework

next-intl-add-language

Add new language to a Next.js + next-intl application

openapi-to-application-code

Generate a complete, production-ready application from an OpenAPI specification

php-mcp-server-generator

Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK

playwright-automation-fill-in-form

Automate filling in a form using Playwright MCP

playwright-explore-website

Website exploration for testing using Playwright MCP

playwright-generate-test

Generate a Playwright test based on a scenario using Playwright MCP

postgresql-code-review

PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, array usage, custom types, schema design, function optimization, and PostgreSQL-exclusive security features…

postgresql-optimization

PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/geometric types, full-text search, window functions, and…

power-apps-code-app-scaffold

Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration

power-bi-dax-optimization

Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.

power-bi-model-design-review

Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.

power-bi-performance-troubleshooting

Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queries.

power-bi-report-design-consultation

Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.

power-platform-mcp-connector-suite

Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation

project-workflow-analysis-blueprint-generator

Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry…

pytest-coverage

Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.

readme-blueprint-generator

Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot directory files and copilot-instructions.md to extract project information, technology stack,…

refactor-method-complexity-reduce

Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.

remember-interactive-programming

A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work with any system that has a live REPL that the agent can use. Adapt the prompt with…

remember

Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or `ws`.

repo-story-time

Generate a comprehensive repository summary and narrative story from commit history

review-and-refactor

Review and refactor code in your project according to defined instructions

rust-mcp-server-generator

Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK

shuffle-json-data

Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.

sql-optimization

Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination…