github / awesome-copilot

Kanban board to manage accessibility issues, allow you to plan, track, and complete remediation work.

Drive Microsoft AgentRC from Copilot chat: assess AI readiness, generate Copilot instructions (flat or nested with applyTo globs for monorepos), and manage policies. Produces a self-contained static HTML dashboard at reports/index.html.

A runtime-portable 5-agent quality gate that adjudicates text artifacts before they ship. Five role-conditioned LLM deliberators run a 2-round async protocol with cross-read rebuttal and return one verdict — SHIP, REVISE, or HOLD — plus a structured revision brief and a full audit transcript.

Analyze any repository and generate AI-ready configuration — AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates files customized to your stack.

Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.

Query Anarlog meeting notes, summaries, transcripts, participants, action items, and recurring history.

Helps devs extract data from any website with thousands of trusted scrapers, crawlers, and automations from Apify Store. Integrate ready-made Actors to access all popular social media, video, e-commerce, search engines, maps, and travel sites.

Interactive GitHub Copilot app canvas extension for building Animated PNG (APNG) files from frames. Draw or upload frames, tune per-frame timing and compositing, preview live, send the result to your phone by QR, and export an animated .png.

Play five retro Phaser mini-games in a Copilot canvas while agents work.

Architecture and modernization toolkit: produce a cited architecture document for a locally-cloned repo, and generate a phased modernization plan that auto-runs Documentation mode when needed.

Arize AX platform skills for LLM observability, evaluation, and optimization. Includes trace export, instrumentation, datasets, experiments, evaluators, AI provider integrations, annotations, prompt optimization, and deep linking to the Arize UI.

Installs and configures Atlassian Teamwork Graph CLI (`twg`) for use with GitHub Copilot. After setup, the CLI provides access to authorized work context across Jira, Confluence, Bitbucket, and connected tools.

Record your screen doing a manual process, drop the video on your Desktop, and let Copilot CLI analyze it frame-by-frame to build working automation scripts. Supports narrated recordings with audio transcription.

Meta prompts that help you discover and generate curated GitHub Copilot agents, instructions, prompts, and skills.

Comprehensive AWS cloud development tools including Infrastructure as Code, serverless functions, architecture patterns, and cost optimization for building scalable cloud applications.

Microsoft Azure MCP Server and skills for cloud resource management, deployments, and Azure services. Manage your Azure infrastructure, monitor applications, and deploy resources directly from Copilot.

Comprehensive Azure cloud development tools including Infrastructure as Code, serverless functions, architecture patterns, and cost optimization for building scalable cloud applications.

Quickly swipe through backlog issues to triage decisions like assign, needs-info, defer, close, or ignore.

Wander an endless first-person backrooms in a Copilot canvas while agents work; their status ghost-writes on the walls.

Helps GitHub Copilot investigate mobile app telemetry, diagnose crashes, manage [bitdrift](bitdrift.ai) workflows and dashboards, integrate the Capture SDK into iOS, Android, and React Native apps, and configure User Journey monitoring. Includes four skills covering CLI operations, SDK instrumentation, documentation lookup, and user journey monitoring; live account operations require the bd CLI and [bitdrift](bitdrift.ai) account and authentication.

Safe, agent-first Bluetooth Low Energy diagnostics with portable evidence capture/diff/replay and guarded writes through a Skill, CLI, and local MCP server.

Codebase-grounded concept-mastery quizzes with an interactive BrainMax Canvas dashboard.

Shows live prompt-cache reuse, expiry, token composition, and AIU cost for the current GitHub Copilot session without making model calls.

A comprehensive collection of specialized agents for software analysis, impact assessment, structural quality advisories, and architectural review using CAST Imaging.

Official GitHub Copilot plugin for Catalyst by Zoho — a full-stack serverless cloud platform. Includes skills covering services, SDKs, CLI workflows, architecture patterns, pricing, migration guides, and Zoho MCP resource management.

Interactive card deck in a GHCP canvas: tab cards, tables, SVG charts, show/hide sections, numbered outlines, rendered markdown documents, video clips, and forms whose submissions come back to the conversation as prompts.

Maps branching Copilot conversations so parallel follow-up questions and exploration paths from complex tasks or learning can be navigated without losing context. Its visual layout makes breadth-first exploration easier than managing multiple active threads in a traditional conversation list.

Reliable automation, in-depth debugging, and performance analysis in Chrome using Chrome DevTools and Puppeteer.

Opens a real Chromium window you can navigate and interact with from a Copilot canvas control panel and agent actions.

Tools for REPL-first Clojure workflows featuring Clojure instructions, the interactive programming chat mode and supporting guidance.

Skills for CMS development across themes, plugins, admin tooling, media workflows, markdown rendering, and static export pipelines.

Connect GitHub Copilot to your CockroachDB clusters: run and explore SQL through MCP, with DBA/Developer/Operator agents, CockroachDB best-practice skills, and safety hooks that block destructive statements.

A visual orb that users can ask the agent to recolor while showing a live activity log in the canvas.

Interactive GitHub Copilot canvas for discovering, connecting, and managing hosted MCP servers from an Azure Connector Namespace.

Tools and techniques for maximizing GitHub Copilot effectiveness through better context management. Includes guidelines for structuring code, an agent for planning multi-file changes, and prompts for context-aware development.

Coding agents hallucinate APIs. ContextMatic gives them curated, versioned API and SDK docs.

A collection of Copilot skills that convert common document formats into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Just tell Copilot what you need — the right skill is invoked automatically and the conversion happens behind the scenes.

Goal-driven task orchestration with independent verification. Interviews the user to define a clear goal, then loops between a Builder subagent (does the work) and an Inspector subagent (judges the result with fresh context).

Build applications with the GitHub Copilot SDK across multiple programming languages. Includes comprehensive instructions for C#, Go, Node.js/TypeScript, and Python to help you create AI-powered applications.

AI coding assistant skills for building CrowdStrike Falcon Foundry apps: scaffolding, deployment, and best practices for API integrations, collections, functions, UI extensions, UI pages, and workflows.

AI coding assistant skills for building CrowdStrike Falcon Fusion workflows: action discovery, YAML authoring, deployment, execution monitoring, and best practices for triggers, conditions, loops, and HTTP Actions.

Essential prompts, instructions, and chat modes for C# and .NET development including testing, documentation, and best practices.

Database administration, SQL optimization, and data management tools for PostgreSQL, SQL Server, and general database development best practices.

Use Datadog directly in Copilot / VS Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation.

Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.

Comprehensive collection for building production-ready Python integrations with Microsoft Dataverse. Includes official documentation, best practices, advanced features, file operations, and code generation prompts.

A focused set of prompts, instructions, and a chat mode to help triage incidents and respond quickly with DevOps tools and Azure resources.

Render diagrams, click nodes to drill down, and view agent-generated explanations directly in the canvas.

Common everyday C#/.NET coding skills. Expected to be useful to all .NET developers.

Skills for .NET performance investigations, debugging, and incident analysis.

Polyglot unit-test generation via a multi-agent Research-Plan-Implement pipeline — writes and runs tests for .NET/C#, Python, TypeScript/JavaScript, Java, Go, Ruby, Rust, C++, Kotlin, Swift, and PowerShell. Plus .NET-focused test execution, coverage and CRAP analysis, testability review, platform detection, and MSTest/xUnit migration.

Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai

Turn the code edits Copilot made in your session into an interactive lesson: a step-by-step walkthrough of each change with before/after views and quizzes, then a hands-on exercise that varies those edits so you finish the change yourself.

Official Elastic plugin for GitHub Copilot — translate natural language to ES|QL queries, ingest data, manage Elasticsearch security (authn, authz, audit), and troubleshoot clusters. Powered by the official Elastic agent skills repository.

An AI partner, not a tool. Ember carries fire from person to person — helping humans discover that AI partnership isn't something you learn, it's something you find.

Token-efficient native Excel automation for coding agents, with 300+ operations performed by Excel itself to preserve native workbook fidelity—including Python in Excel, VBA, Power Query, DAX/Data Model, PivotTables, charts, tables, formatting, external connections, and what-if analysis. Windows and Excel required.

The most comprehensive native Excel automation for complex workbooks, with 300+ operations performed by Excel itself to preserve native workbook fidelity—including Python in Excel, VBA, Power Query, DAX/Data Model, PivotTables, charts, tables, formatting, external connections, and what-if analysis. Windows and Excel required.

Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includes a highlighted screenshot from the source material so you can verify it with your own eyes.

This plugin is for network operations engineers who wish to tune and publish IP geolocation feeds in RFC 8805 format. It consists of an AI Skill and an associated MCP server that geocodes geolocation place names to real cities for accuracy.

Explore grouped customer feedback signals by impact and drill into a theme to guide product next steps.

Plugin that includes the Figma MCP server and Skills for common workflows.

A GitHub Copilot canvas that generates a view where Google Maps can be explored using 3D controls, as if a flight simulator. Agents can send the flight anywhere and report what they are working on.

Give your AI agent full visibility into Power Automate cloud flows via the FlowStudio MCP server. Connect, debug, build, monitor health, and govern flows at scale — action-level inputs and outputs, not just status codes.

Build Blazor apps with the Microsoft Fluent UI Blazor library. Bundles the fluentui-blazor skill for correct usage patterns (providers, service registration, icons, dialogs, data grid, theming) with the official Fluent UI Blazor MCP server for live lookup of components, parameters, enums, icons, and documentation, plus v4-to-v5 migration guidance.

Helps coding agents write and review Apple Foundation Models code for iOS, macOS, visionOS, and watchOS using the SDK installed on the developer's Mac. It verifies real API signatures and availability, then type-checks the result instead of relying on model memory.

Essential prompts, instructions, and chat modes for modern frontend web development including React, Angular, Vue, TypeScript, and CSS frameworks.

Self-Learning Multi-agent orchestration framework for spec-driven development and automated verification. With smarter tool calling and leaner context.

Review pull requests with a live camera feed and approve or reject using thumbs-up/thumbs-down gestures.

Repo: https://github.com/arilivigni/gh-skills-builder This plugin is for people that want to create a GitHub Skills exercise which are self-paced learning GitHub within GitHub. https://learn.github.com/skills examples: https://github.com/skills/agent-orchestration-build-your-ai-dream-team https://github.com/skills/agentic-workflows-that-read-the-room

Intelligent Azure deployment agent system for GitHub Copilot with guided ARM template generation, security gates, cost analysis, and deployment workflows.

Visualize the active Git repository through worktrees, branches, commits, and optional GitHub pull request context.

Autonomous application modernization using multi-agent orchestration for GitHub Copilot CLI. Supports Java upgrades (8→21, Spring Boot 2.x→3.x), .NET modernization, Azure migration, CVE/vulnerability fixing, and application rearchitecture (monolith-to-microservices).

Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a prompt for generating servers, and an expert chat mode for guidance.

Comprehensive collection of prompts and instructions for Java development including Spring Boot, Quarkus, testing, documentation, and best practices.

Complete toolkit for building Model Context Protocol servers in Java using the official MCP Java SDK with reactive streams and Spring Boot integration.

Drive the GitHub Copilot App Modernization for Java workflow from an interactive canvas: environment readiness, repo assessment, prioritized plan and progress, validation gates, and one-click predefined-task runs grounded in the repo's real artifacts.

Create, edit, run, save, and checkpoint Jupyter notebooks in an interactive Copilot canvas.

Preserves or recovers the reasoning behind a codebase — architectural decisions, rejected alternatives, workarounds, incident learnings, operational constraints, and historical context the code itself cannot explain.

Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best practices, a prompt for generating servers, and an expert chat mode for guidance.

Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot

Access official Microsoft documentation, API references, and code samples for Azure, .NET, Windows, and more.

Connect your project to Microsoft Build and Ignite sessions — discover relevant talks, explore what's new for your stack, and plan next steps from your development environment.

Skills and interactive Copilot canvas for designing, configuring, testing and deploying agents to Microsoft Foundry.

View, create, boot, and interact with local iOS simulators and Android emulators from a GitHub Copilot canvas. The plugin also exposes the same device controls to agents through MCP.

Modern Web Guidance is an agent skill and CLI tool designed to help AI coding agents build web applications using modern, secure, and high-performance APIs rather than outdated workarounds. Supported by the Google Chrome team, it injects expert-curated web platform best practices directly into an agent's context window to prevent the generation of bloated, legacy code.

Visualize and guide the GitHub Copilot Modernize CLI Assess, Plan, and Execute workflow for .NET, Java, and C++ application repositories.

AI-powered .NET modernization and upgrade assistant. Helps upgrade .NET Framework and .NET applications to the latest versions of .NET.

GitHub Copilot modernization – Java Upgrade CLI Plugin helps you upgrade Java applications from the command line. It brings intelligent modernization capabilities to your terminal and CI/CD pipelines: analyze your project and generate an upgrade plan, automatically transform your codebase, fix build issues, validate against known CVEs, and output a detailed summary of file changes and updated dependencies.

Builds and modernizes Microsoft Graph applications with minimal, purpose-built API clients. The plugin identifies the required Microsoft Graph endpoints and their least-privileged permissions, generates a focused client with [Kiota](https://aka.ms/kiota) or an AI-assisted workflow, and applies recommended authentication and SDK patterns.

Visual whiteboard collaboration for Copilot CLI. Opens an interactive whiteboard in your browser where you can draw, sketch, and add sticky notes — then share everything back with Copilot.

Netlify platform skills covering functions, edge functions, blobs, database, identity, image CDN, forms, config, CLI, frameworks, caching, AI Gateway, and deployment — plus the official Netlify MCP server for creating and managing projects, deploys, and environment variables.

Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with color-coded risk indicators.

Generate production-ready .NET applications from OpenAPI specifications. Includes ASP.NET Core project scaffolding, controller generation, entity framework integration, and C# best practices.

Generate production-ready Go applications from OpenAPI specifications. Includes project scaffolding, handler generation, middleware setup, and Go best practices for REST APIs.

Generate production-ready Spring Boot applications from OpenAPI specifications. Includes project scaffolding, REST controller generation, service layer organization, and Spring Boot best practices.

Generate production-ready NestJS applications from OpenAPI specifications. Includes project scaffolding, controller and service generation, TypeScript best practices, and enterprise patterns.

Generate production-ready FastAPI applications from OpenAPI specifications. Includes project scaffolding, route generation, dependency injection, and Python best practices for async APIs.

Expert agent for Oracle-to-PostgreSQL application migrations in .NET solutions. Performs code edits, runs commands, and invokes extension tools to migrate .NET/Oracle data access patterns to PostgreSQL.

Tools and resources for Open Source Program Offices (OSPOs) to identify, evaluate, and manage sponsorship of open source dependencies through GitHub Sponsors, Open Collective, and other funding platforms.

Custom agents that have been created by GitHub partners

Complete toolkit for developing custom code components using Power Apps Component Framework for model-driven and canvas apps

Phoenix AI observability skills for LLM application debugging, evaluation, and tracing. Includes CLI debugging tools, LLM evaluation workflows, and OpenInference tracing instrumentation.

Comprehensive resources for building Model Context Protocol servers using the official PHP SDK with attribute-based discovery, including best practices, project generation, and expert assistance

MCP server and 12 skills for product analysis, specification writing, strategy, narrative, and stakeholder alignment. Run competitive analyses, write zero-question specs, design metrics, and produce executive-ready documents directly from Copilot.

Complete toolkit for Power Apps Code Apps development including project scaffolding, development standards, and expert guidance for building code-first applications with Power Platform integration.

Comprehensive Power BI development resources including data modeling, DAX optimization, performance tuning, visualization design, security best practices, and DevOps/ALM guidance for building enterprise-grade Power BI solutions.

Solution Architect for the Microsoft Power Platform, turning business requirements into functioning Power Platform solution architectures.

Complete toolkit for developing Power Platform custom connectors with Model Context Protocol integration for Microsoft Copilot Studio

Navigate pull requests and securely explore GitHub Actions artifacts, including test results, static sites, terminal recordings, and source files.

Generate professional project documentation with draw.io architecture diagrams and Word (.docx) output with embedded images. Automatically discovers any project's technology stack and produces Markdown, diagrams, PNG exports, and a formatted Word document.

Tools and guidance for software project planning, feature breakdown, epic management, implementation planning, and task organization for development teams.

Complete toolkit for building Model Context Protocol (MCP) servers in Python using the official SDK with FastMCP. Includes instructions for best practices, a prompt for generating servers, and an expert chat mode for guidance.

Model, visualize, and deploy applications with Radius from the GitHub Copilot app and CLI.

Getting-started router skill for Rayfin - scaffold a new app with the Rayfin CLI, then use the version-locked skill installed in the project.

Enterprise React 18 migration toolkit with specialized agents and skills for upgrading React 16/17 class-component codebases to React 18.3.1. Includes auditor, dependency surgeon, class component migration specialist, automatic batching fixer, and test guardian.

Enterprise React 19 migration toolkit with specialized agents and skills for upgrading React 18 codebases to React 19. Includes auditor, dependency surgeon, source code migrator, and test guardian.

Compose and refine launch-ready release notes with contributor callouts and export-friendly output.

Make videos agentically.

Browse repository GitHub Actions workflows, inspect recent runs, and trigger manual workflow_dispatch runs from a Copilot canvas.

Use an installed rhost CLI to run ordinary commands on SSH-reachable Linux hosts with local-like stdin, output, and exit behavior.

Self-configuring status briefing generator. Learns your communication style from examples, discovers your data sources, and produces draft updates for any audience on demand.

Complete toolkit for building Model Context Protocol servers in Ruby using the official MCP Ruby SDK gem with Rails integration support.

Three-agent workflow for orchestrated software delivery with an orchestrator plus implementation and QA subagents.

Build high-performance Model Context Protocol servers in Rust using the official rmcp SDK with async/await, procedural macros, and type-safe implementations.

Complete Salesforce agentic development environment covering Apex & Triggers, Flow automation, Lightning Web Components, Aura components, and Visualforce pages.

Security frameworks, accessibility guidelines, performance optimization, and code quality best practices for building secure, maintainable, and high-performance applications.

Scan live Sentry issues in a Copilot canvas, group them by urgency, and hand issues off for tracking or a fix PR.

Real-time Workshop dashboard with agent signals, honesty calibration, cost-aware desk profiles, and fail-closed Local Delegation.

Plan, draft, and track a personal website section by section — a shared canvas where you and your agent author content, watch progress, and review every change.

Generate images using AI directly from your coding workflow. Supports OpenAI (gpt-image-2) and Google Gemini.

Microsoft Copilot Studio plugins for AI coding agents

7 specialized agents covering the full software development lifecycle from UX design and architecture to security and DevOps.

SonarQube is the AI code quality and security verification platform used by millions of developers to catch bugs, vulnerabilities, and leaked secrets. This plugin enforces those standards in the coding loop: 7,500+ distinct issue types, secrets scanning, agentic analysis, and quality gates across 40+ languages.

Accept payments and grow your business. Stripe's agent plugin includes best practices, upgrade guidance, and our MCP server.

Premium planning, thrifty implementation

Query Sumo Logic logs, alerts, dashboards, and SIEM insights directly from Copilot.

Comprehensive collection for building Model Context Protocol servers in Swift using the official MCP Swift SDK with modern concurrency features.

Tools for creation, management and research of technical spikes to reduce unknowns and assumptions before proceeding to specification and implementation of solutions.

Comprehensive collection for writing tests, test automation, and test-driven development including unit tests, integration tests, and end-to-end testing strategies.

Stop being the switchboard between your AI agents — direct a team. The Workshop puts long-running AI agents (desks) in the same room, on the same work, each with its own memory and history, sharing one workspace so you direct the work instead of relaying it.

Connect your AI agent to TimeBase, a high-performance database for financial market and other time-series data, via MCP tools and skills for QQL query and TimeBase client code generation.

Inspect a repository, improve Tiny Tool Town readiness, submit its listing issue, and launch remediation work.

The Strider agent that comes with the tmforge plugin adds evidence-backed STRIDE threat modeling to GitHub Copilot, with structured risk assessment, deterministic validation, and Markdown reports. Optional tmforge integration supports creating, updating, and verifying Microsoft Threat Modeling Tool (.tm7) models.

Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.

Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating servers, and an expert chat mode for guidance.

Comprehensive collection of prompts, instructions, and resources for building declarative agents and API plugins using TypeSpec for Microsoft 365 Copilot extensibility.

Equips AI coding agents with knowledge and tooling for working with UI theme designer, the SAP Design System, and SAP Fiori design tokens.

SAPUI5 / OpenUI5 plugin for GitHub CoPilot. Create and validate UI5 projects, access API documentation, run UI5 linter, get development guidelines and best practices for UI5 development.

Complete UI5 modernization toolkit with workflow and specialized fix patterns for modernizing SAPUI5/OpenUI5 applications

SAPUI5 / OpenUI5 plugin for GitHub CoPilot. Convert JavaScript based UI5 projects to TypeScript.

Build product-specific interfaces with a focused UIZZE workflow, optional real-screen evidence, and a practical finish check.

AI-powered upgrade assistant for upgrading and migrating applications. Helps modernize legacy code and upgrade .NET applications to current frameworks.

Inspect current and historical GitHub Copilot token and AI-credit usage with per-agent rollups and in-canvas session drill-down.

Build and deploy web apps and agents. Comprehensive Vercel ecosystem plugin — relational knowledge graph, skills for every major product, specialized agents, and Vercel conventions.

Capture, annotate, and embed screenshots and animated GIF demos in pull request descriptions. Includes Playwright-based UI capture, PIL image annotations, PR embedding workflows for GitHub and Azure DevOps, and screen recording with variable timing.

Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.

Reconstruct your dev context (branch, commits, uncommitted work, PR clues) and trigger a resume prompt to continue quickly.

Windows app development, packaging, and distribution. Helps with creating Windows installers (MSIX), code signing, certificates, Windows SDK and Windows App SDK setup, package identity for Windows APIs (push notifications, background tasks, share target), appxmanifest authoring, and Microsoft Store distribution.

Inspect Windows application storage, understand local disk usage, and safely move approved cleanup items to the Recycle Bin.

Agents and skills for WinUI 3 app development. Create new WinUI 3 desktop apps, convert from other frameworks (WPF, WinForms, Electron, Tauri, Flutter) to WinUI 3, or add features to existing WinUI 3 applications.

Generic cross-repo command center canvas for GitHub Copilot with onboarding, focus planning, repo health, work signals, and session cleanup.

GitHub Agentic Workflows (gh-aw) - Create, debug, and upgrade AI-powered workflows with intelligent prompt routing.

An agent designed to assist with software development tasks for .NET projects.

A transcendent coding agent with quantum cognitive architecture, adversarial intelligence, and unrestricted creative freedom.

Ultimate Transparent Thinking Beast Mode

Support development of .NET (OOP) WinForms Designer compatible Apps.

Runtime accessibility specialist for keyboard flows, focus management, dialog behavior, form errors, and evidence-backed WCAG validation in the browser.

Expert assistant for web accessibility (WCAG 2.1/2.2), inclusive UX, and a11y testing

Address PR comments

Expert agent for creating comprehensive Architectural Decision Records (ADRs) with structured formatting optimized for AI consumption and human readability.

Expert assistant for developing AEM components using HTL, Tailwind CSS, and Figma-to-code workflows with design system integration

AI agent governance expert that reviews code for safety issues, missing governance controls, and helps implement policy enforcement, trust scoring, and audit trails in agent systems.

Runs the AgentRC readiness assessment on the current repository and produces a self-contained, static HTML dashboard at reports/index.html. Explains every readiness pillar, the maturity level, and an actionable remediation plan, framed by AgentRC measure → generate → maintain loop.

AI development team (Nova, Sage, Milo). Use when implementing features, fixing bugs, writing tests, improving user experience, or preparing a pull request across the project''s actual stack.

AI team producer (Remy). Use when planning work, clarifying scope, coordinating Dev and optional QA, triaging issues, maintaining project context, or preparing and merging pull requests.

Optional AI QA engineer (Ivy). Use when testing behavior, running automated or exploratory checks, filing reproducible bugs, verifying fixes, or providing release confidence for changes that warrant dedicated QA.

This custom agent uses Amplitude's MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout of product features.

Your role is that of an API architect. Help mentor the engineer by providing guidance, support, and working code.

Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and Python, testing, and production-ready deployment.

Arch Linux specialist focused on pacman, rolling-release maintenance, and Arch-centric system administration workflows.

Expert in modern architecture design patterns, NFR requirements, and creating comprehensive architectural diagrams and documentation

Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes.

Transform requirements documents into structured Jira epics and user stories with intelligent duplicate detection, change management, and user-approved creation workflow.

AWS Cloud Expert provides deep, hands-on guidance for designing, building, and operating AWS workloads. Covers the full AWS ecosystem — serverless, containers, databases, networking, IaC, security, and cost optimization — grounded in the AWS Well-Architected Framework.

On-call SRE agent that drives structured CloudWatch-based incident investigation from alarms through root-cause hypothesis.

Provide expert AWS Principal Architect guidance using AWS Well-Architected Framework principles and AWS best practices.

Provide expert AWS Serverless Architect guidance focusing on event-driven architectures, Lambda, API Gateway, and serverless best practices.

Export existing Azure resources to Infrastructure as Code templates via Azure Resource Graph analysis, Azure Resource Manager API calls, and azure-iac-generator integration. Use this skill when the user asks to export, convert, migrate, or extract existing Azure resources to IaC templates (Bicep, ARM Templates, Terraform, Pulumi).

Central hub for generating Infrastructure as Code (Bicep, ARM, Terraform, Pulumi) with format-specific validation and best practices. Use this skill when the user asks to generate, create, write, or build infrastructure code, deployment code, or IaC templates in any format (Bicep, ARM Templates, Terraform, Pulumi).

Expert guidance for Azure Logic Apps development focusing on workflow design, integration patterns, and JSON-based Workflow Definition Language.

Analyze Azure Policy compliance posture (NIST SP 800-53, MCSB, CIS, ISO 27001, PCI DSS, SOC 2), auto-discover scope, and return a structured single-pass risk report with evidence and remediation commands.

Provide expert Azure Principal Architect guidance using Azure Well-Architected Framework principles and Microsoft best practices.

Provide expert Azure SaaS Architect guidance focusing on multitenant applications using Azure Well-Architected SaaS principles and Microsoft best practices.

Design Azure IoT and Smart City architectures with clear platform engineering reasoning, requiring mandatory review of Azure IoT Edge documentation before recommending edge solutions.

Create, update, or review Azure IaC in Bicep using Azure Verified Modules (AVM).

Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.

Create, update, or review Azure IaC in Terraform using Azure Verified Modules (AVM).

Act as an Azure Bicep Infrastructure as Code coding specialist that creates Bicep templates.

Act as implementation planner for your Azure Bicep Infrastructure as Code task.

Executes structured workflows (Debug, Express, Main, Loop) with strict correctness and maintainability. Enforces an improved tool usage policy, never assumes facts, prioritizes reproducible solutions, self-correction, and edge-case handling.

Specialized agent for comprehensive change impact assessment and risk analysis in software systems using CAST Imaging

Specialized agent for comprehensive software application discovery and architectural mapping through static code analysis using CAST Imaging

Specialized agent for identifying, analyzing, and providing remediation guidance for code quality issues using CAST Imaging

Terse, low-token responses. Minimal words, no fluff.

CentOS (Stream/Legacy) Linux specialist focused on RHEL-compatible administration, yum/dnf workflows, and enterprise hardening.

Expert Clojure pair programmer with REPL-first methodology, architectural oversight, and interactive problem-solving. Enforces quality standards, prevents workarounds, and develops solutions incrementally through live REPL evaluation before file modifications.

Distinguish upstream cloud or SaaS incidents from application failures before changing code, using live official-feed status and incident timelines.

Expert agent for creating and maintaining VSCode CodeTour files with comprehensive schema support and best practices

Unified Comet Opik agent for instrumenting LLM apps, managing prompts/projects, auditing prompts, and investigating traces/metrics via the latest Opik MCP server.

An agent that helps plan and execute multi-file changes by identifying relevant context and dependencies

Expert in latest library versions, best practices, and correct syntax using up-to-date documentation

Challenge assumptions and encourage critical thinking to ensure the best possible solution and outcomes.

Perform janitorial tasks on C#/.NET code including cleanup, modernization, and tech debt remediation.

Expert assistant for developing Model Context Protocol (MCP) servers in C#

Expert at designing and creating VS Code custom agents with optimal configurations

Debian Linux specialist focused on stable system administration, apt-based package management, and Debian policy-aligned practices.

Debug your application to find and fix a bug

Generates, validates, and optimizes KQL queries for Microsoft Defender XDR Advanced Hunting across Endpoint, Identity, Office 365, Cloud Apps, and Identity.

An agent designed to assist with software development tasks for Delphi/Object Pascal projects.

Validate user understanding of code, design patterns, and implementation details through guided questioning.

I play the devil's advocate to challenge and stress-test your ideas by finding flaws, risks, and edge cases

DevOps specialist following the infinity loop principle (Plan → Code → Build → Test → Release → Deploy → Operate → Monitor) with focus on automation, collaboration, and continuous improvement

Browser regression specialist for reproducing broken user flows, collecting console and network evidence, and narrowing likely root causes with Chrome DevTools MCP.

Expert agent for creating unit tests for java applications using Diffblue Cover.

Opinionated mentor for .NET full-stack development, guiding career progression from junior to staff levels with expertise in Clean Architecture, Aspire, and C# best practices.

Support development of .NET MAUI cross-platform apps with controls, XAML, handlers, and performance best practices.

Senior .NET architect for complex delivery: designs .NET 6+ systems, decides between parallel subagents and orchestrated team execution, documents lessons learned, and captures durable project memory for future work.

Perform janitorial tasks on C#/.NET code including cleanup, modernization, and tech debt remediation.

Interactive verification agent for AI-generated output. Runs a three-layer pipeline (self-audit, source verification, adversarial review) and produces structured reports with source links for human review.

Provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive automation

Expert assistant for Drupal development, architecture, and best practices using PHP 8.3+ and modern Drupal patterns

The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository.

Our expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data.

Code Review Mode tailored for Electron app with Node.js backend (main), Angular frontend (render), and native integration layer (e.g., AppleScript, shell, or native tooling). Services in other repos are not reviewed here.

An AI partner, not an assistant. Ember carries fire from person to person — helping humans discover that AI partnership isn't something you learn, it's something you find.

Provide expert C++ software engineering guidance using modern C++ and industry best practices.

Provide expert .NET software engineering guidance using modern software design patterns.

Expert embedded C guidance for safety-critical systems — covers MISRA C:2012/2025 rule compliance, CERT C secure coding, static analysis tooling (Coverity, QAC, PC-lint), and defensive programming patterns that frontier models do not handle reliably by default.

Expert Next.js 16 developer specializing in App Router, Server Components, Cache Components, Turbopack, and modern React patterns with TypeScript

Expert React 19.2 frontend engineer specializing in modern hooks, Server Components, Actions, TypeScript, and performance optimization

Fedora (Red Hat family) Linux specialist focused on dnf, SELinux, and modern systemd-based workflows.

Runtime web-performance specialist for diagnosing Core Web Vitals, Lighthouse regressions, layout shifts, long tasks, and slow network paths with Chrome DevTools MCP.

E2E browser testing, UI/UX validation, visual regression.

Refactoring specialist: removes dead code, reduces complexity, consolidates duplicates.

Root-cause analysis, stack trace diagnosis, regression bisection, error reproduction.

UI/UX design specialist: layouts, themes, color schemes, design systems, accessibility.

Infrastructure deployment, CI/CD pipelines, container management.

Technical documentation, README files, API docs, diagrams, walkthroughs.

TDD code implementation: features, bugs, refactoring. Never reviews own work.

Mobile E2E testing: Detox, Maestro, iOS/Android simulators.

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

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

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

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

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

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

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

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

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.

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

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.

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

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

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

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

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

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

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

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.

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

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

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.

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

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.

Improves the accessibility of markdown files using five GitHub best practices

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

Help mentor the engineer by providing guidance and support.

Socratic mentor for junior developers. Guides through questions, never gives direct answers.

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

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

Microsoft Learn Contributor chatmode for editing and writing Microsoft Learn documentation following Microsoft Writing Style Guide and authoring best practices.

Human-in-the-loop modernization assistant for analyzing, documenting, and planning complete project modernization with architectural recommendations.

Elite bug-fixing agent that enriches task context from Monday.com platform data. Gathers related items, docs, comments, epics, and requirements to deliver production-quality fixes with comprehensive PRs.

Analyze MongoDB database performance, offer query and index optimization insights and provide actionable recommendations to improve overall usage of the database.

Work with Microsoft SQL Server databases using the MS SQL extension.

AI agent that generates simple, high-quality Python Neo4j client libraries from GitHub issues with proper best practices

Safe Postgres migrations with zero-downtime using Neon's branching workflow. Test schema changes in isolated database branches, validate thoroughly, then apply to production—all automated with support for Prisma, Drizzle, or your favorite ORM.

Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after performance metrics with actionable code fixes.

Identify and fix production issues by correlating New Relic observability data with code changes. Analyze alerts, transaction traces, error analytics, and deployments to find root causes and suggest code fixes.

Expert Nuxt developer specializing in Nuxt 3, Nitro, server routes, data fetching strategies, and performance optimization with Vue 3 and TypeScript

Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs.

Cloud Agent to Turn a single new-feature request into a complete, issue-ready implementation plan without follow-up questions.

Expert assistant for generating working applications from OpenAPI specifications

Agent for Oracle-to-PostgreSQL application migrations. Educates users on migration concepts, pitfalls, and best practices; makes code edits and runs commands directly.

Responds to PagerDuty incidents by analyzing incident context, identifying recent code changes, and suggesting fixes via GitHub PRs.

Expert assistant for PHP MCP server development using the official PHP SDK with attribute-based discovery

Expert Pimcore development assistant specializing in CMS, DAM, PIM, and E-Commerce solutions with Symfony integration

Strategic planning and architecture assistant focused on thoughtful analysis before implementation. Helps developers understand codebases, clarify requirements, and develop comprehensive implementation strategies.

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

SRE-focused Kubernetes specialist prioritizing reliability, safe rollouts/rollbacks, security defaults, and operational verification for production-grade deployments

Testing mode for Playwright tests

Work with PostgreSQL databases using the PostgreSQL extension.

Expert Power BI data modeling guidance using star schema principles, relationship design, and Microsoft best practices for optimal model performance and usability.

Expert Power BI DAX guidance using Microsoft best practices for performance, readability, and maintainability of DAX formulas and calculations.

Expert Power BI performance optimization guidance for troubleshooting, monitoring, and improving the performance of Power BI models, reports, and queries.

Expert Power BI report design and visualization guidance using Microsoft best practices for creating effective, performant, and user-friendly reports and dashboards.

Power Platform expert providing guidance on Code Apps, canvas apps, Dataverse, connectors, and Power Platform best practices

Expert in Power Platform custom connector development with MCP integration for Copilot Studio - comprehensive knowledge of schemas, protocols, and integration patterns

Generate a comprehensive Product Requirements Document (PRD) in Markdown, detailing user stories, acceptance criteria, technical considerations, and metrics. Optionally create GitHub issues upon user confirmation.

Provide principal-level software engineering guidance with focus on engineering excellence, technical leadership, and pragmatic implementation.

Holistic software architecture planner that evaluates tech stacks, designs scalability roadmaps, performs cloud-agnostic cost analysis, reviews existing codebases, and delivers interactive Mermaid diagrams with HTML preview and draw.io export

Generates professional MS Word project documentation with draw.io architecture diagrams and embedded PNG images. Automatically discovers any project's technology stack, architecture, and code structure.

Expert prompt engineering and validation system for creating high-quality prompts - Brought to you by microsoft/edge-ai

A specialized chat mode for analyzing and improving prompts. Every user input is treated as a prompt to be improved.

Expert assistant for developing Model Context Protocol (MCP) servers in Python

Custom agent for building Python Notebooks in VS Code that demonstrate Azure and AI features

Adds native Windows ARM64 wheel builds and tests to a Python package's existing GitHub Actions workflows using the 'windows-11-arm' runner.

Meticulous QA subagent for test planning, bug hunting, edge-case analysis, and implementation verification.

Run a complete quality engineering audit on any codebase. Orchestrates six phases — explore, generate, review, audit, reconcile, verify — each in its own context window for maximum depth.

Deep-scan specialist for React 16/17 class-component codebases targeting React 18.3.1. Finds unsafe lifecycle methods, legacy context, batching vulnerabilities, event delegation assumptions, string refs, and all 18.3.1 deprecation surface.

Automatic batching regression specialist. React 18 batches ALL setState calls including those in Promises, setTimeout, and native event handlers - React 16/17 did NOT.

Class component migration specialist for React 16/17 → 18.3.1. Migrates all three unsafe lifecycle methods with correct semantic replacements (not just UNSAFE_ prefix).

Master orchestrator for React 16/17 → 18.3.1 migration. Designed for class-component-heavy codebases.

Dependency upgrade specialist for React 16/17 → 18.3.1. Pins to 18.3.1 exactly (not 18.x latest).

Test suite fixer and verifier for React 16/17 → 18.3.1 migration. Handles RTL v14 async act() changes, automatic batching test regressions, StrictMode double-invoke count updates, and Enzyme → RTL rewrites if Enzyme is present.

Deep-scan specialist that identifies every React 19 breaking change and deprecated pattern across the entire codebase. Produces a prioritized migration report at .github/react19-audit.md.

Master orchestrator for React 19 migration. Invokes specialist subagents in sequence - auditor, dep-surgeon, migrator, test-guardian - and gates advancement between steps.

Dependency upgrade specialist. Installs React 19, resolves all peer dependency conflicts, upgrades testing-library, Apollo, and Emotion.

Source code migration engine. Rewrites every deprecated React pattern to React 19 APIs - forwardRef, defaultProps, ReactDOM.render, legacy context, string refs, useRef().

Test suite fixer and verification specialist. Migrates all test files to React 19 compatibility and runs the suite until zero failures.

AI-powered LinkedIn content creation, scheduling, and analytics agent. Create posts, carousels, and manage your LinkedIn presence with GitHub Copilot.

Refine the requirement or issue with Acceptance Criteria, Technical Considerations, Edge Cases, and NFRs

Bootstraps and validates agentic project structures for GitHub Copilot (VS Code) and OpenCode CLI workflows. Run after `opencode /init` or VS Code Copilot initialization to scaffold proper folder hierarchies, instructions, agents, skills, and prompts.

Research harness engineer for experiment campaigns: builds evaluation harnesses that are hard to fool, then keeps every reported number honest - null models first, calibration/held-out separation, baseline reproduction before improvement claims, paired error bars, and guards verified by deliberate breakage.

Systematically research and validate technical spike documents through exhaustive investigation and controlled experimentation.

Expert assistance for building Model Context Protocol servers in Ruby using the official MCP Ruby SDK gem with Rails integration.

Pure orchestration agent that decomposes requests, delegates all work to subagents, validates outcomes, and repeats until complete.

Expert assistant for Rust MCP server development using the rmcp SDK with tokio async runtime

Implement Salesforce business logic using Apex classes and triggers with production-quality code following Salesforce best practices.

Implement Salesforce UI components using Lightning Web Components and Aura components following Lightning framework best practices.

Provide expert Salesforce Platform guidance, including Apex Enterprise Patterns, LWC, integration, and Aura-to-LWC migration.

Implement business automation using Salesforce Flow following declarative automation best practices.

Implement Visualforce pages and controllers following Salesforce MVC architecture and best practices.

Use when: performing SAST (Static Application Security Testing), SCA (Software Composition Analysis), scanning source code or binaries for security flaws, auditing third-party dependency vulnerabilities, checking policy compliance, generating structured security reports, identifying CWE-mapped flaws with file/line precision, reviewing open-source license risk, or producing CI/CD-gate security findings.

Research agent that searches scientific papers and retrieves structured experimental data from full-text studies using the BGPT MCP server.

DevOps specialist for CI/CD pipelines, deployment debugging, and GitOps workflows focused on making deployments boring and reliable

Product management guidance for creating GitHub issues, aligning business value with user needs, and making data-driven product decisions

Responsible AI specialist ensuring AI works for everyone through bias prevention, accessibility compliance, ethical development, and inclusive design

Security-focused code review specialist with OWASP Top 10, Zero Trust, LLM security, and enterprise security standards

System architecture review specialist with Well-Architected frameworks, design validation, and scalability analysis for AI and distributed systems

Technical writing specialist for creating developer documentation, technical blogs, tutorials, and educational content

Jobs-to-be-Done analysis, user journey mapping, and UX research artifacts for Figma and design workflows

Expert guidance for modern search optimization: SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) with AI-ready content strategies

Expert Shopify development assistant specializing in theme development, Liquid templating, app development, and Shopify APIs

Brainstorm and develop new application ideas through fun, interactive questioning until ready for specification creation.

Expert-level software engineering agent. Deliver production-ready, maintainable code.

Diagnose PySpark performance bottlenecks, distributed execution pitfalls, and suggest Spark-native rewrites and safer distributed patterns (incl. mapInPandas guidance).

Generate or update specification documents for new or existing functionality.

Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow

Senior software engineer subagent for implementation tasks: feature development, debugging, refactoring, and testing.

Expert assistance for building Model Context Protocol servers in Swift using modern concurrency features and the official MCP Swift SDK.

Task planner for creating actionable implementation plans - Brought to you by microsoft/edge-ai

Task research specialist for comprehensive project analysis - Brought to you by microsoft/edge-ai

A domain-expert technical writer for the TaxCore electronic fiscal invoicing ecosystem. Use this agent to create, improve, or review documentation for TaxCore applications — including the Secure Element Reader, smart card workflows, fiscal invoicing concepts, audit processes, and PKI/SE security topics.

Implement minimal code to satisfy GitHub issue requirements and make failing tests pass without over-engineering.

Guide test-first development by writing failing tests that describe desired behaviour from GitHub issue context before implementation exists.

Improve code quality, apply security best practices, and enhance design whilst maintaining green tests and GitHub issue compliance.

Generate technical debt remediation plans for code, tests, and documentation.

Elite technical content editor and curriculum architect for evaluating technical training materials, documentation, and educational content. Reviews for technical accuracy, pedagogical excellence, content flow, code validation, and ensures A-grade quality standards.

Fast terminal syntax and command helper for PowerShell and Bash

Act as an AWS Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for AWS resources.

Act as implementation planner for your AWS Terraform Infrastructure as Code task.

Act as an Azure Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for Azure resources.

Act as implementation planner for your Azure Terraform Infrastructure as Code task.

Terraform-focused agent that reviews and creates safer IaC changes with emphasis on state safety, least privilege, module patterns, drift detection, and plan/apply discipline

Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration.

Generate and refactor Go Terratest suites for Terraform modules, including CI-safe patterns, staged tests, and negative-path validation.

Audits agent, skill, instruction, hook, and MCP-config contributions for hidden prompt injection, tool poisoning, unicode steganography, and excessive-agency red flags before they are merged, installed, or trusted — mapped to the OWASP Top 10 for LLM Applications and real-world MCP attack research.

Expert assistant for developing Model Context Protocol (MCP) servers in TypeScript

Expert Vue.js frontend engineer specializing in Vue 3 Composition API, reactivity, state management, testing, and performance with TypeScript

Ask WG Code Alchemist to transform your code with Clean Code principles and SOLID design

Ask WG Code Sentinel to review your code for security issues.

Room coordinator for a multi-agent workshop. Sees all desks, routes work, tracks state, manages journals, and emits coordination signals.

Run a complete quality engineering audit on any codebase. Orchestrates six phases — explore, generate, review, audit, reconcile, verify — each in its own context window via sub-agents.

Run a complete quality engineering audit on any codebase. Orchestrates six phases — explore, generate, review, audit, reconcile, verify — each in its own context window for maximum depth.