Awesome GitHub Copilot

Prompts from Awesome GitHub Copilot

• Microsoft Study And Learn

  agent

  Activate your personal Microsoft/Azure tutor - learn through guided discovery, not just answers.

  by github

• Meta Agentic Project Scaffold

  agent

  Meta agentic project creation assistant to help users create and manage project workflows effectively.

  by github

• Sensei Junior Mentor

  agent

  Socratic mentor for junior developers. Guides through questions, never gives direct answers. Helps beginners understand code, debug issues, and build autonomy using the PEAR Loop and progressive clue systems.

  by github

• Mentor Mode

  agent

  Help mentor the engineer by providing guidance and support.

  by github

• MCP M365 Agent Expert

  agent

  Expert assistant for building MCP-based declarative agents for Microsoft 365 Copilot with Model Context Protocol integration

  by github

• Markdown Accessibility Assistant

  agent

  Improves the accessibility of markdown files using five GitHub best practices

  by github

• Linked In Post Writer

  agent

  Draft and format compelling LinkedIn posts with Unicode bold/italic styling, visual separators, and engagement-optimized structure. Transforms raw content, technical material, images, or ideas into copy-paste-ready LinkedIn posts.

  by github

• Lingo Dev Localization (i18n) Agent

  agent

  Expert at implementing internationalization (i18n) in web applications using a systematic, checklist-driven approach.

  by github

• Launchdarkly Flag Cleanup

  agent

  A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults.

  by github

• Laravel Expert Agent

  agent

  Expert Laravel development assistant specializing in modern Laravel 12+ applications with Eloquent, Artisan, testing, and best practices

  by github

• Kusto Assistant

  agent

  Expert KQL assistant for live Azure Data Explorer analysis via Azure MCP server

  by github

• Kube Stellar Console

  agent

  Kubernetes operations expert for KubeStellar Console — helps you set up the console, configure kc-agent (MCP server), connect clusters, deploy workloads, and query live Kubernetes data via AI chat.

  by github

• Kotlin MCP Server Development Expert

  agent

  Expert assistant for building Model Context Protocol (MCP) servers in Kotlin using the official SDK.

  by github

• JFrog Security Agent

  agent

  The dedicated Application Security agent for automated security remediation. Verifies package and version compliance, and suggests vulnerability fixes using JFrog security intelligence.

  by github

• Java MCP Expert

  agent

  Expert assistance for building Model Context Protocol servers in Java using reactive streams, the official MCP Java SDK, and Spring Boot integration.

  by github

• Universal Janitor

  agent

  Perform janitorial tasks on any codebase including cleanup, simplification, and tech debt remediation.

  by github

• Interview Prep

  agent

  Technical interview coach for software engineers. Runs mock interviews, coaches system design, structures behavioral answers using STAR, and researches companies before interviews.

  by github

• VS Code Insiders Accessibility Tracker

  agent

  Specialized agent for tracking and analyzing accessibility improvements in VS Code Insiders builds

  by github

• Implementation Plan Generation Mode

  agent

  Generate an implementation plan for new features or refactoring existing code.

  by github

• High Level Big Picture Architect (HLBPA)

  agent

  Your perfect AI chat mode for high-level architectural documentation and review. Perfect for targeted updates after a story or researching that legacy system when nobody remembers what it's supposed to be doing.

  by github

• Go MCP Server Development Expert

  agent

  Expert assistant for building Model Context Protocol (MCP) servers in Go using the official SDK.

  by github

• Gitmoji Setup

  agent

  Sets up gitmoji (https://gitmoji.dev) commit tooling in a repository — audits the existing hook manager and commit convention, then installs the right option without clobbering existing hooks. Defaults to a non-interactive prepare-commit-msg hook that prefills a suggested emoji from the branch name and staged files; can alternatively install the gitmoji-cli interactive picker or commitlint enforcement.

  by github

• Git Hub Actions Node Runtime Upgrade

  agent

  Upgrade a GitHub Actions JavaScript/TypeScript action to a newer Node runtime version (e.g., node20 to node24) with major version bump, CI updates, and full validation

  by github

• Git Hub Actions Expert

  agent

  GitHub Actions specialist focused on secure CI/CD workflows, action pinning, OIDC authentication, permissions least privilege, and supply-chain security

  by github

• Gilfoyle Code Review Mode

  agent

  Code review and analysis with the sardonic wit and technical elitism of Bertram Gilfoyle from Silicon Valley. Prepare for brutal honesty about your code.

  by github

• Gem Skill Creator

  agent

  Creates portable Agent Skills from verified reusable patterns. Use when packaging a successful workflow as a skills.sh-compatible SKILL.md.

  by github

• Gem Reviewer

  agent

  Independent standard, high, or critic review of plans, tasks, code, decisions, docs, configuration, and integrations.

  by github

• Gem Researcher

  agent

  Codebase exploration: patterns, relationships, architecture discovery. Supports multiple exploration modes for cost-controlled research.

  by github

• Gem Planner

  agent

  Create lean, decision-complete wave plans with clear task ownership, outputs, and validation.

  by github

• Gem Orchestrator

  agent

  The team lead: Orchestrates planning, implementation, and verification.

  by github