Skills and MCP tagged “github-copilot”

python-mcp-server-generator official github skill Builds Python MCP servers that expose functions, APIs, or databases as tools for AI clients. Use it when starting a server with MCP Python SDK v2. GitHub Copilot 10,418installs csharp-xunit official github skill This skill guides C# unit testing with XUnit, including data-driven cases. Use it when creating or reviewing tests in a .NET project. GitHub Copilot 10,328installs agentic-eval official github skill Use evaluation and refinement patterns to improve AI agent outputs. It suits code, reports and analysis with defined quality criteria. GitHub Copilot 10,213installs create-architectural-decision-record official github skill Creates an architectural decision record for a project. Use it to document why a solution was chosen and what follows from that choice. GitHub Copilot 10,176installs breakdown-feature-prd official github skill Creates a feature PRD from a parent Epic and a team request. Use it when requirements need to be set before a technical specification is written. GitHub Copilot 10,022installs refactor-method-complexity-reduce official github skill Refactors a chosen method by moving complex logic into helpers. Use it when nested conditions or branching make a method hard to follow. GitHub Copilot 9,992installs pdftk-server official github skill This GitHub Copilot skill guides PDF work through the pdftk CLI, from merging files to filling forms and applying stamps. Use it when PDF changes belong in a terminal workflow. GitHub Copilot 9,978installs scoutqa-test official github skill This skill runs exploratory web app tests through the ScoutQA CLI. Use it to check a user flow, accessibility, or a feature after making changes. GitHub Copilot 9,967installs powerbi-modeling official github skill This skill helps build and review Power BI semantic models, write DAX, and configure relationships. Use it when the model includes RLS or complex calculations. GitHub Copilot 9,934installs nano-banana-pro-openrouter official github skill Generates and edits images through OpenRouter with Gemini 3 Pro Image. Use it for text-to-image work, file edits, and multi-image compositions. GitHub Copilot 9,910installs markdown-to-html official github skill This skill guides Markdown-to-HTML conversion and custom conversion scripts. Use it for HTML documentation, static sites, or rendering .md files for preview. GitHub Copilot 9,899installs meeting-minutes official github skill Turns a transcript or rough notes into short internal meeting minutes: decisions, action items with owner and due date, open questions. GitHub Copilot 9,881installs dataverse-python-production-code official github skill Guides GitHub Copilot to write Python code for the Dataverse SDK with error handling, request retries, and OData query rules. GitHub Copilot 9,803installs kotlin-springboot official github skill This skill guides Spring Boot and Kotlin work, from project structure to tests and coroutines. Use it when an agent is writing or reviewing a backend service. GitHub Copilot 9,781installs boost-prompt official github skill This skill asks about scope and constraints, then turns the answers into a detailed Markdown prompt. Use it when a task request starts out vague. GitHub Copilot 9,779installs plantuml-ascii official github skill Creates text-based PlantUML diagrams for terminals, README files, and docs without images. Use it when a diagram should live alongside source code. GitHub Copilot 9,740installs image-manipulation-image-magick official github skill Use ImageMagick to resize images, convert formats and inspect metadata. The skill is suited to thumbnails and batch image processing. GitHub Copilot 9,723installs devops-rollout-plan official github skill Builds rollout plans for infrastructure and application changes, covering preflight checks, verification, rollback, and communication. Useful for higher-risk releases. GitHub Copilot 9,681installs readme-blueprint-generator official github skill This skill reads project documentation and builds a structured README.md. It fits repositories that keep project guidance in .github/copilot and copilot-instructions.md. GitHub Copilot 9,662installs mcp-cli official github skill CLI interface for calling MCP server tools from the command line. Useful when you need to automate access to external APIs, filesystems, or databases through MCP. GitHub Copilot 9,650installs context-map official github skill This skill makes the agent map every file, test and dependency tied to a task before it touches code. Handy on a codebase you don't know yet. GitHub Copilot 9,641installs agent-governance official github skill Provides governance patterns for AI agents that use APIs, databases, or file systems. Use it when agent actions need policy checks, threat detection, and audit records. GitHub Copilot 9,623installs ef-core official github skill This skill guides Entity Framework Core reviews and suggests practices for models, queries, migrations, security, and tests. Use it when EF Core code needs a focused check. GitHub Copilot 9,594installs azure-deployment-preflight official github skill Checks Azure Bicep deployments before they run, including syntax, permissions, and planned changes. Use it before azd provision or az deployment. GitHub Copilot 9,591installs write-coding-standards-from-file official github skill This skill derives project coding standards from existing files or folders. Use it when the repository needs a style guide based on code already in place. GitHub Copilot 9,570installs openapi-to-application-code official github skill Generates an application from an OpenAPI spec using the chosen framework's conventions. Use it when starting an API project from a specification. GitHub Copilot 9,448installs create-github-issues-feature-from-implementation-plan official github skill This skill turns implementation plan phases into GitHub Issues, checking for existing issues first. Use it when a finished plan needs to become trackable work. GitHub Copilot 9,440installs folder-structure-blueprint-generator official github skill This skill analyzes a project’s folders and creates a blueprint with tree views, naming rules, and file templates. Use it when a codebase needs a clear structure guide. GitHub Copilot 9,438installs azure-role-selector official github skill This skill selects an Azure role with the least privilege needed for an identity and shows how to assign it. Use it when Azure access needs a careful RBAC match. GitHub Copilot 9,399installs project-workflow-analysis-blueprint-generator official github skill A GitHub Copilot skill that maps project architecture and documents end-to-end workflows. Use it when you need implementation blueprints for similar features. GitHub Copilot 9,366installs next-intl-add-language official github skill Adds a language to a Next.js app using next-intl by translating en.json and updating locale setup. Use it when a new locale must appear in the UI. GitHub Copilot 9,349installs breakdown-plan official github skill Builds a GitHub Issues plan from a PRD, technical breakdown and implementation plan. Use it when a feature needs linked work items and clear acceptance criteria. GitHub Copilot 9,294installs java-refactoring-extract-method official github skill This skill guides Extract Method refactoring for complex Java methods while preserving behaviour. Use it when a method needs smaller, focused units backed by tests. GitHub Copilot 9,284installs breakdown-test official github skill Creates test strategies, QA plans, and issue checklists from feature documents. Use it when planning test work for a GitHub project. GitHub Copilot 9,264installs remember official github skill Turns lessons from coding sessions into domain-based memory instructions for GitHub Copilot. Useful when project guidance must persist across VS Code contexts. GitHub Copilot 9,248installs add-educational-comments official github skill Adds educational comments to a specified code file, tailored to the reader's knowledge level. Use it when a source file needs to work as a learning resource. GitHub Copilot 9,243installs breakdown-feature-implementation official github skill This skill turns a Feature PRD into a technical implementation plan covering architecture, data models, APIs, and frontend structure. Use it to map a feature before coding starts. GitHub Copilot 9,237installs dataverse-python-advanced-patterns official github skill Guides GitHub Copilot to generate Dataverse Python code with error recovery, batch work, and OData query patterns. GitHub Copilot 9,213installs update-specification official github skill Updates an existing specification from new requirements or code changes. Use it when an AI agent needs a clear, self-contained project document. GitHub Copilot 9,211installs finnish-humanizer official github skill This skill removes common AI markers from Finnish writing while keeping the meaning intact. Use it for .md and .txt files with Finnish content. GitHub Copilot 9,200installs