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488 skills (repositories by github) · sorted by popularity

Review PostgreSQL queries and data designs using execution plans, which show how queries run, and targeted index recommendations. Get guidance on JSONB, arrays, full-text search, analytical queries, extensions, and routine database maintenance.

  • Investigating slow queries and choosing indexes
  • Reviewing JSONB searches and full-text search
  • Writing running totals and ranking queries
github/awesome-copilot40.2KUpdated Oct 17, 2026

microsoft-docs

FreeSummary

Find explanations, tutorials, configuration guidance, and code examples in official documentation for Microsoft technologies. Choose documentation sources for Azure, .NET, VS Code, GitHub, Aspire, and Agent Framework based on where the relevant material is published.

  • Find official explanations and setup instructions
  • Look up code examples for a specific language
  • Research VS Code settings or extension APIs
github/awesome-copilot40.2KUpdated Oct 17, 2026

Build, update, explain, or review Microsoft Agent Framework applications in .NET or Python. The skill guides agent and workflow design using current official documentation and supports migration from Semantic Kernel or AutoGen.

  • Build an agent application in .NET or Python
  • Review agent and workflow design
  • Migrate from Semantic Kernel or AutoGen
github/awesome-copilot40.2KUpdated Oct 17, 2026

plantuml-ascii

FreeSummary

Create text diagrams with PlantUML for README files, emails, and terminal workflows. Convert diagram definitions into plain ASCII or Unicode box-drawing output to share interactions and relationships where image-based diagrams are unsuitable.

  • Add text diagrams to README files
  • Share sequence diagrams in emails
  • View diagrams in a terminal
github/awesome-copilot40.2KUpdated Oct 17, 2026

Update Pester test assertions, checks of expected results, from classic v5 syntax to v6 Should-* commands. Identify behavior changes involving booleans, empty values, and collections, then verify the suite and report conversions needing human judgment.

  • Convert assertions in PowerShell test files
  • Adopt Should-* syntax one file at a time
  • Review boolean, empty-value, and collection checks
github/awesome-copilot40.2KUpdated Oct 17, 2026

Analyzes one .NET project to plan integration tests for an Oracle-to-PostgreSQL migration. Identifies database access methods, prioritizes migration risks, and documents test cases, seed data, and coverage, including empty strings, NULL values, and timezone behavior.

  • Identifying database access methods that need integration tests
  • Prioritizing tests for Oracle-specific behavior
  • Planning checks for empty strings, NULL values, and timezones
github/awesome-copilot40.2KUpdated Oct 17, 2026

poka-yoke

FreeSummary

Review APIs, data structures, and workflows for mistakes that are easy to make silently. Proposes types, database constraints, and enforced checks to prevent misuse, ranks findings by impact, and explains what each fix can and cannot prevent.

  • Design APIs that prevent invalid inputs and call sequences
  • Audit existing code for silent misuse hazards
  • Address recurring bugs by changing the design that permits them
github/awesome-copilot40.2KUpdated Oct 17, 2026

Create a Power Apps Code App starter project with React and TypeScript. Set up development tools, authentication, connector examples, and deployment scripts, with documentation covering local development and Power Platform configuration.

  • Start a Power Apps Code App project
  • Build a sample that retrieves Office 365 Users profiles
  • Document local development and deployment steps
github/awesome-copilot40.2KUpdated Oct 17, 2026

msstore-cli

FreeSummary

Prepare and publish Windows apps to the Microsoft Store using msstore. Covers account credentials, application packaging, submission tracking, beta testing groups, gradual releases, and automated publishing through CI/CD pipelines.

  • Set up credentials for Microsoft Store publishing
  • Package and submit a Windows app
  • Check submission status and update listing metadata
github/awesome-copilot40.2KUpdated Oct 17, 2026

mcp-cli

FreeSummary

Use the command line to discover and run tools on MCP servers, which connect agents to external systems. Inspect required inputs, pass JSON arguments, and retrieve results as JSON or raw text for scripts.

  • Listing available MCP servers and tools
  • Searching for tools by name
  • Checking tool inputs before calling an external API
github/awesome-copilot40.2KUpdated Oct 17, 2026

Add Adaptive Card templates, structured visual layouts for API responses, to MCP-based plugins in Microsoft 365 Copilot. Configure shared or item-specific layouts, bind response fields, and prepare responsive cards with validation scenarios.

  • Displaying project status and budgets as cards
  • Using different layouts for debit and credit entries
  • Providing a default card when no template is selected
github/awesome-copilot40.2KUpdated Oct 17, 2026

Plan the deployment and management of MCP-connected agents in Microsoft 365. Get admin center instructions for approval, user and group assignments, access controls, security reviews, and monitoring throughout the agent lifecycle.

  • Rolling out an agent to selected departments
  • Reviewing authentication and permissions before deployment
  • Planning internal or public store publication
github/awesome-copilot40.2KUpdated Oct 17, 2026

Review MCP configurations for exposed credentials, risky command patterns, and package versions that can change unexpectedly. Produce a report with severity levels and suggested fixes without running the commands defined in the configuration.

  • Reviewing .mcp.json before committing changes
  • Checking a new MCP server before adoption
  • Finding hardcoded credentials in configurations
github/awesome-copilot40.2KUpdated Oct 17, 2026

java-springboot

FreeSummary

Build Spring Boot applications with guidance on project structure, configuration, APIs, database access, logging, testing, and security. Apply practices such as constructor injection, passing required components through constructors, and consistent handling of validation errors.

  • Planning a Spring Boot project structure
  • Implementing API validation and error responses
  • Reviewing database access and transactions
github/awesome-copilot40.2KUpdated Oct 17, 2026

Add GraalVM Native Image support to Java applications to build native executables. The skill adapts Maven or Gradle configuration, fixes build errors iteratively, and checks application behavior, startup time, and memory use.

  • Adding native executable builds to a Java application
  • Configuring native builds for Maven or Gradle
  • Fixing reflection and resource errors in native builds
github/awesome-copilot40.2KUpdated Oct 17, 2026

java-docs

FreeSummary

Write and refine Javadoc comments for Java types and members. Apply consistent summaries and tags for parameters, return values, exceptions, inherited behavior, code examples, version information, and deprecated members with suggested alternatives.

  • Adding documentation to public Java APIs
  • Standardizing parameter and exception descriptions
  • Documenting generics and inherited behavior
github/awesome-copilot40.2KUpdated Oct 17, 2026

java-helidon

FreeSummary

Build Helidon 4 applications on Java 21 or later with guidance for SE and MP. Apply practical patterns for HTTP endpoints, database access, configuration, testing, and security while accounting for API changes from Helidon 3.

  • Build HTTP APIs with Helidon SE or MP
  • Review code for Helidon 3 to 4 API changes
  • Organize database access and application configuration
github/awesome-copilot40.2KUpdated Oct 17, 2026

Integrate external services by finding supported APIs and SDKs, the libraries used to call them. Use context-matic to check authentication, data definitions, and available methods, then guide implementation and record completed integration milestones.

  • Adding an external service’s API to an application
  • Setting up an API client or SDK
  • Checking authentication and request methods
github/awesome-copilot40.2KUpdated Oct 17, 2026

Plan pricing for APIs, SaaS, and developer tools using customer value and service costs. Compare pricing models, define free tier limits, structure enterprise offers, and assess when and how to raise prices.

  • Compare seat, usage, outcome, and hybrid pricing
  • Set boundaries between free and paid plans
  • Prepare enterprise pricing discussions and options
github/awesome-copilot40.2KUpdated Oct 17, 2026

memory-merger

FreeSummary

Consolidate established lessons from domain memory files into reusable agent instructions. Review proposed additions before merging, preserve details while reducing duplication, and remove merged entries from the memory file afterward.

  • Turn accumulated lessons into reusable instructions
  • Consolidate overlapping guidance
  • Maintain project-specific instructions
github/awesome-copilot40.2KUpdated Oct 17, 2026

Capture a public webpage through Latchshot and save a local PNG, JPEG, or PDF. Use viewport images, full-page screenshots, or website thumbnails for reports, visual checks, archives, and social previews.

  • Save webpage screenshots for reports
  • Capture full pages for visual quality checks
  • Archive public webpages as PDFs
github/awesome-copilot40.2KUpdated Oct 17, 2026

Simplify Java methods and constructors by removing unused or redundant parameters. The skill adjusts definitions and internal calls, preserves existing functionality, and returns complete Java 17 code with comments explaining each removed parameter.

  • Remove unused parameters from Java methods
  • Simplify constructor parameter lists
  • Review parameters whose values are available elsewhere
github/awesome-copilot40.2KUpdated Oct 17, 2026

Refactor Java methods by extracting related blocks into separate, clearly named methods. Assess method length and complexity, preserve existing functionality, and return complete Java 17 methods with brief comments explaining each newly extracted method.

  • Split a long Java method into smaller methods
  • Separate distinct operations within complex methods
  • Name extracted logic to clarify its purpose
github/awesome-copilot40.2KUpdated Oct 17, 2026

Move GitHub labels and Project V2 field values into organization-wide issue fields, structured properties shared across repositories. Review mappings and conflicts before migration, preserve existing values, and optionally remove migrated labels.

  • Convert priority labels into a shared Priority field
  • Copy project priorities and due dates into issue fields
  • Preview migration changes without updating issues
github/awesome-copilot40.2KUpdated Oct 17, 2026