Official Agent Skills

Guides users through defining goals, metrics, and scope, then runs an autonomous loop of code changes, testing, measuring, and keeping or discarding results for any programming task with a measurable outcome.

Refines task prompts through iterative questioning about scope, deliverables, and constraints, then copies the final markdown to the clipboard.

Follow best practices for asynchronous programming in C#, including naming, return types, exception handling, performance, and common pitfalls.

Write effective unit tests with TUnit, covering standard tests, data-driven tests, and migration from xUnit.

Write effective unit tests with XUnit, covering standard and data-driven testing approaches.

Generates a comprehensive .editorconfig file based on project analysis and user preferences, ensuring consistent coding styles across editors.

Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend.

Runs AI-powered exploratory testing on web applications using the ScoutQA CLI, including smoke tests, accessibility audits, and user flow validation.

Write effective unit tests with modern MSTest 3.x/4.x, covering assertion APIs, data-driven tests, and test lifecycle best practices.

Manage NuGet packages in .NET projects using the dotnet CLI for adding, removing, and updating package versions.

Creates a concrete, multi-phase plan before starting a multi-file refactor, including affected files, dependencies, verification steps, and rollback procedures.

Drive implementation in the smallest possible meaningful increments, pausing for feedback after each step to keep work reviewable and easy to course-correct.

Generates comprehensive GitHub project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated issue tracking.

Load curated project context from Copilot Spaces to ground answers in team documentation, code, and instructions.

Provides structured prompts for analyzing, planning, and executing .NET framework upgrades, covering project assessment, dependency management, code modernization, CI/CD updates, testing, and documentation.

Embed before/after screenshots and annotated images in pull request descriptions to help reviewers see visual changes without checking out the branch.

Guides scaling decisions for Qdrant vector databases based on data volume, query throughput, latency, or query volume.

Queries Microsoft 365 Copilot data (emails, meetings, documents, Teams, people) using the WorkIQ CLI/MCP server for live context, summaries, and recommendations.

Controls and inspects a live Chrome browser for automation, debugging, and performance profiling using the Chrome DevTools MCP server.

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

Transform any repository's commit history and structure into a comprehensive technical summary and narrative story.

Transform verbose documentation into concise, example-driven tldr command references following the tldr-pages project standards.

Diagnose and resolve Arch Linux issues using pacman, systemd, and rolling-release best practices.

Translates high-level ideas into detailed Epic-level Product Requirements Documents (PRDs) that serve as the single source of truth for engineering teams.

Guides junior developers and AI newcomers through Socratic questioning to build autonomy and reasoning skills, never providing direct answers.

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

Create, apply, and manage AgentRC policies to customize readiness scoring, disable checks, override impact levels, set pass-rate thresholds, and enforce CI gating.

Query AWS resources using natural language, translating intent into read-only AWS CLI commands for EC2, S3, RDS, Lambda, ECS, EKS, and more.

Create and develop Microsoft 365 Copilot declarative agents with three workflows covering basic creation, enterprise design, and validation, using TypeSpec and the Microsoft 365 Agents Toolkit.

Registers prompt-based AI agents in Azure AI Foundry via REST API from a local JSON manifest, making them immediately available for invocation.

Integrate Qdrant vector search into applications using officially supported client SDKs for Python, JavaScript, Rust, Go, .NET, and Java.

Enforce code quality with Ruff in a controlled, iterative workflow: run checks with optional scope and rule overrides, apply safe and unsafe autofixes, review diffs, and resolve remaining findings.

Generates a high-level technical architecture specification for an epic from a Product Requirements Document, including system diagrams, component lists, and estimates.

Diagnose and resolve CentOS Linux issues with RHEL-compatible commands, SELinux-aware practices, and firewalld considerations.

Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Validates branch names and automates checkout from the correct base branch.

Generate standardized commit messages following the Conventional Commits specification using a structured XML format.

Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes.

Diagnose and resolve Fedora Linux issues with step-by-step triage using systemctl, journalctl, dnf, and SELinux-aware guidance.

Identify missing features in a project, prioritize them, and create detailed GitHub issues with specifications.

Translate all documentation files in a MkDocs project from English into a specified target language, preserving folder structure, Markdown formatting, and updating configuration.

Add or update commands in VS Code extensions following naming conventions, visibility rules, and localization best practices.

Set up and initialize AWS CDK applications in Python, including prerequisites, project creation, dependency management, and deployment.

Creates high-quality software documentation following the Diátaxis framework, covering tutorials, how-to guides, reference, and explanation documents.

Update an existing specification file for a solution, optimized for Generative AI consumption based on new requirements or code changes.

Create, configure, and deploy Azure Static Web Apps using the SWA CLI, including local development, runtime configuration, and CI/CD setup.

Takes a high-level feature from an Epic and generates a detailed Product Requirements Document (PRD) in Markdown, covering goals, user stories, requirements, and acceptance criteria.

Guides users through an interactive tour of the context-matic MCP server, explaining its purpose and demonstrating all available APIs with live tool calls.

Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.

Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot.

Learn GitHub Copilot CLI from scratch with interactive step-by-step tutorials and on-demand Q&A, featuring separate tracks for developers and non-developers.

Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.

Generates a complete GitHub Copilot configuration for a new project, including instructions, reusable skills, and agent definitions tailored to the technology stack.

Guides embedding model migration in Qdrant without downtime, covering alias swap, side-by-side, and hybrid search strategies.

Upgrade Qdrant version without interrupting application availability and ensuring data integrity.

Create, alter, and validate Snowflake semantic views using Snowflake CLI, including DDL drafting, validation, and querying.

Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets for migrating to WinUI 3.

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness, returning a structured report with exact patch locations.

Converts plain text or generic text-based documentation files to properly formatted markdown, using explicit instructions, documented options, or a reference file as a template.

Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

Integrates third-party APIs by discovering available SDKs, getting integration guidance, and looking up models and endpoints via the context-matic MCP server.