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# Skill 仓库 描述 安装量
1251 go-mcp-server-generator github/awesome-copilot
Go MCP Server Project Generator Generate a complete, production-ready Model Context Protocol (MCP) server project in Go. Project Requirements You will create a Go MCP server with: Project Structure : Proper Go module layout Dependencies : Official MCP SDK and necessary packages Server Setup : Configured MCP server with transports Tools : At least 2-3 useful tools with typed inputs/outputs Error Handling : Proper error handling and context usage Documentation : README with setup and usage instruc...
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1252 csharp-mstest github/awesome-copilot
MSTest Best Practices (MSTest 3.x/4.x) Your goal is to help me write effective unit tests with modern MSTest, using current APIs and best practices. Project Setup Use a separate test project with naming convention [ProjectName].Tests Reference MSTest 3.x+ NuGet packages (includes analyzers) Consider using MSTest.Sdk for simplified project setup Run tests with dotnet test Test Class Structure Use [TestClass] attribute for test classes Seal test classes by default for performance and design clarit...
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1253 dataverse-python-quickstart github/awesome-copilot
You are assisting with Microsoft Dataverse SDK for Python (preview). Generate concise Python snippets that: Install the SDK (pip install PowerPlatform-Dataverse-Client) Create a DataverseClient with InteractiveBrowserCredential Show CRUD single-record operations Show bulk create and bulk update (broadcast + 1:1) Show retrieve-multiple with paging (top, page_size) Optionally demonstrate file upload to a File column Keep code aligned with official examples and avoid unannounced preview features.
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1254 mcp-create-adaptive-cards github/awesome-copilot
--- mode: 'agent' tools: ['changes', 'search/codebase', 'edit/editFiles', 'problems'] description: 'Add Adaptive Card response templates to MCP-based API plugins for visual data presentation in Microsoft 365 Copilot' model: 'gpt-4.1' tags: [mcp, adaptive-cards, m365-copilot, api-plugin, response-templates] --- Create Adaptive Cards for MCP Plugins Add Adaptive Card response templates to MCP-based API plugins to enhance how data is presented visually in Microsoft 365 Copilot. Adaptive Card Type...
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1255 csharp-tunit github/awesome-copilot
TUnit Best Practices Your goal is to help me write effective unit tests with TUnit, covering both standard and data-driven testing approaches. Project Setup Use a separate test project with naming convention [ProjectName].Tests Reference TUnit package and TUnit.Assertions for fluent assertions Create test classes that match the classes being tested (e.g., CalculatorTests for Calculator ) Use .NET SDK test commands: dotnet test for running tests TUnit requires .NET 8.0 or higher Test Structure No...
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1256 copilot-usage-metrics github/awesome-copilot
Copilot Usage Metrics You are a skill that retrieves and displays GitHub Copilot usage metrics using the GitHub CLI ( gh ). When to use this skill Use this skill when the user asks about: Copilot usage metrics, adoption, or statistics How many people are using Copilot in their org or enterprise Copilot acceptance rates, suggestions, or chat usage Per-user Copilot usage breakdowns Copilot usage on a specific date How to use this skill Determine whether the user wants organization or enterprise le...
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1257 containerize-aspnetcore github/awesome-copilot
ASP.NET Core Docker Containerization Prompt Containerization Request Containerize the ASP.NET Core (.NET) project specified in the settings below, focusing exclusively on changes required for the application to run in a Linux Docker container. Containerization should consider all settings specified here. Abide by best practices for containerizing .NET Core applications, ensuring that the container is optimized for performance, security, and maintainability. Containerization Settings This section...
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1258 winapp-cli github/awesome-copilot
Windows App Development CLI The Windows App Development CLI ( winapp ) is a command-line interface for managing Windows SDKs, MSIX packaging, generating app identity, manifests, certificates, and using build tools with any app framework. It bridges the gap between cross-platform development and Windows-native capabilities. When to Use This Skill Use this skill when you need to: Initialize a Windows app project with SDK setup, manifests, and certificates Create MSIX packages from application dire...
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1259 update-llms github/awesome-copilot
Update LLMs.txt File Update the existing llms.txt file in the root of the repository to reflect changes in documentation, specifications, or repository structure. This file provides high-level guidance to large language models (LLMs) on where to find relevant content for understanding the repository's purpose and specifications. Primary Directive Update the existing llms.txt file to maintain accuracy and compliance with the llms.txt specification while reflecting current repository structure and...
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1260 swift-mcp-server-generator github/awesome-copilot
Swift MCP Server Generator Generate a complete, production-ready MCP server in Swift using the official Swift SDK package. Project Generation When asked to create a Swift MCP server, generate a complete project with this structure: my-mcp-server/ ├── Package.swift ├── Sources/ │ └── MyMCPServer/ │ ├── main.swift │ ├── Server.swift │ ├── Tools/ │ │ ├── ToolDefinitions.swift │ │ └── ToolHandlers.swift │ ├── Resources/ │ │ ├── ResourceDefinitions.sw...
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1261 suggest-awesome-github-copilot-agents github/awesome-copilot
Suggest Awesome GitHub Copilot Custom Agents Analyze current repository context and suggest relevant Custom Agents files from the GitHub awesome-copilot repository that are not already available in this repository. Custom Agent files are located in the agents folder of the awesome-copilot repository. Process Fetch Available Custom Agents : Extract Custom Agents list and descriptions from awesome-copilot README.agents.md . Must use fetch tool. Scan Local Custom Agents : Discover existing custom a...
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1262 suggest-awesome-github-copilot-instructions github/awesome-copilot
Suggest Awesome GitHub Copilot Instructions Analyze current repository context and suggest relevant copilot-instruction files from the GitHub awesome-copilot repository that are not already available in this repository. Process Fetch Available Instructions : Extract instruction list and descriptions from awesome-copilot README.instructions.md . Must use fetch tool. Scan Local Instructions : Discover existing instruction files in .github/instructions/ folder Extract Descriptions : Read front matt...
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1263 structured-autonomy-implement github/awesome-copilot
You are an implementation agent responsible for carrying out the implementation plan without deviating from it. Only make the changes explicitly specified in the plan. If the user has not passed the plan as an input, respond with: "Implementation plan is required." Follow the workflow below to ensure accurate and focused implementation.
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1264 tldr-prompt github/awesome-copilot
TLDR Prompt Overview You are an expert technical documentation specialist who creates concise, actionable tldr summaries following the tldr-pages project standards. You MUST transform verbose GitHub Copilot customization files (prompts, agents, instructions, collections), MCP server documentation, or Copilot documentation into clear, example-driven references for the current chat session. [!IMPORTANT] You MUST provide a summary rendering the output as markdown using the tldr template format. You...
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1265 transloadit-media-processing github/awesome-copilot
Transloadit Media Processing Process, transform, and encode media files using Transloadit's cloud infrastructure. Supports video, audio, images, and documents with 86+ specialized processing robots. When to Use This Skill Use this skill when you need to: Encode video to HLS, MP4, WebM, or other formats Generate thumbnails or animated GIFs from video Resize, crop, watermark, or optimize images Convert between image formats (JPEG, PNG, WebP, AVIF, HEIF) Extract or transcode audio (MP3, AAC, FLAC, ...
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1266 typespec-api-operations github/awesome-copilot
Add TypeSpec API Operations Add RESTful operations to an existing TypeSpec API plugin for Microsoft 365 Copilot. Adding GET Operations Simple GET - List All Items / * List all items. */ @ route ( "/items" ) @ get op listItems ( ) : Item [ ] ; GET with Query Parameter - Filter Results / * List items filtered by criteria. * @param userId Optional user ID to filter items */ @ route ( "/items" ) @ get op listItems ( @ query userId ? : integer ) : Item [ ] ; GET with Path Parameter - Get Single Item ...
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1267 structured-autonomy-generate github/awesome-copilot
You are a PR implementation plan generator that creates complete, copy-paste ready implementation documentation. Your SOLE responsibility is to: Accept a complete PR plan (plan.md in plans/{feature-name}/) Extract all implementation steps from the plan Generate comprehensive step documentation with complete code Save plan to: plans/{feature-name}/implementation.md Follow the below to generate and save implementation files for each step in the plan. Step 1: Parse Plan & Research Codebase Read th...
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1268 java-mcp-server-generator github/awesome-copilot
Java MCP Server Generator Generate a complete, production-ready MCP server in Java using the official Java SDK with Maven or Gradle. Project Generation When asked to create a Java MCP server, generate a complete project with this structure: my-mcp-server/ ├── pom.xml (or build.gradle.kts) ├── src/ │ ├── main/ │ │ ├── java/ │ │ │ └── com/example/mcp/ │ │ │ ├── McpServerApplication.java │ │ │ ├── config/ │ │ │ │ └── ServerConfiguration.java │ │ │ ...
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1269 fedora-linux-triage github/awesome-copilot
Fedora Linux Triage You are a Fedora Linux expert. Diagnose and resolve the user’s issue using Fedora-appropriate tooling and practices. Inputs ${input:FedoraRelease} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm Fedora release and environment assumptions. Provide a step-by-step triage plan using systemctl , journalctl , and dnf . Offer remediation steps with copy-paste-ready commands. Include verification commands after each major change. Address SELinu...
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1270 dataverse-python-usecase-builder github/awesome-copilot
System Instructions You are an expert solution architect for PowerPlatform-Dataverse-Client SDK. When a user describes a business need or use case, you: Analyze requirements - Identify data model, operations, and constraints Design solution - Recommend table structure, relationships, and patterns Generate implementation - Provide production-ready code with all components Include best practices - Error handling, logging, performance optimization Document architecture - Explain design decisions an...
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1271 mcp-create-declarative-agent github/awesome-copilot
--- mode: 'agent' tools: ['changes', 'search/codebase', 'edit/editFiles', 'problems'] description: 'Create a declarative agent for Microsoft 365 Copilot by integrating an MCP server with authentication, tool selection, and configuration' model: 'gpt-4.1' tags: [mcp, m365-copilot, declarative-agent, model-context-protocol, api-plugin] --- Create MCP-based Declarative Agent for Microsoft 365 Copilot Create a complete declarative agent for Microsoft 365 Copilot that integrates with a Model Context...
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1272 sponsor-finder github/awesome-copilot
Sponsor Finder Discover opportunities to support the open source maintainers behind your project's dependencies. Accepts a GitHub owner/repo (e.g. /sponsor expressjs/express ), uses the deps.dev API for dependency resolution and project health data, and produces a friendly sponsorship report covering both direct and transitive dependencies. Your Workflow When the user types /sponsor {owner/repo} or provides a repository in owner/repo format: Parse the input — Extract owner and repo . Detect the ...
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1273 emblem-token-swap emblemcompany/agent-skills
Emblem Token Swap Guided token swapping powered by EmblemAI . Swap tokens on Solana, Ethereum, Base, BSC, Polygon, and Hedera with automatic routing. Cross-chain bridging via ChangeNow. Requires : npm install -g @emblemvault/agentwallet What This Skill Can Do Chain Quote Tool Swap Tool Balance Tool Token Search Solana splBuyIntent (quote mode) splBuyIntent (swap mode) solanaBalances findSolanaSwapToken Ethereum ethSwapQuote ethSwap ethGetBalances searchCryptoByName Base baseSwapQuote baseSwap ba...
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1274 remembering-conversations obra/episodic-memory
Remembering Conversations Core principle: Search before reinventing. Searching costs nothing; reinventing or repeating mistakes costs everything. Mandatory: Use the Search Agent YOU MUST dispatch the search-conversations agent for any historical search. Announce: "Dispatching search agent to find [topic]." Then use the Task tool with subagent_type: "search-conversations" : Task tool: description: "Search past conversations for [topic]" prompt: "Search for [specific query or topic]. Focus on [wha...
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1275 create-spring-boot-kotlin-project github/awesome-copilot
Create Spring Boot Kotlin project prompt Please make sure you have the following software installed on your system: Java 21 Docker Docker Compose If you need to custom the project name, please change the artifactId and the packageName in download-spring-boot-project-template If you need to update the Spring Boot version, please change the bootVersion in download-spring-boot-project-template Check Java version Run following command in terminal and check the version of Java java -version Download ...
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1276 power-apps-code-app-scaffold github/awesome-copilot
Power Apps Code Apps Project Scaffolding You are an expert Power Platform developer who specializes in creating Power Apps Code Apps. Your task is to scaffold a complete Power Apps Code App project following Microsoft's best practices and current preview capabilities. Context Power Apps Code Apps (preview) allow developers to build custom web applications using code-first approaches while integrating with Power Platform capabilities. These apps can access 1,500+ connectors, use Microsoft Entra a...
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1277 parallel-web-extract parallel-web/parallel-agent-skills
URL Extraction Extract content from: $ARGUMENTS Command parallel-cli extract " $ARGUMENTS " --json Options if needed: --objective "focus area" to focus on specific content Response format Return content as: Page Title Then the extracted content verbatim, with these rules: Keep content verbatim - do not paraphrase or summarize Parse lists exhaustively - extract EVERY numbered/bulleted item Strip only obvious noise: nav menus, footers, ads Preserve all facts, names, numbers, dates, quotes Setup If...
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1278 java-add-graalvm-native-image-support github/awesome-copilot
GraalVM Native Image Agent You are an expert in adding GraalVM native image support to Java applications. Your goal is to: Analyze the project structure and identify the build tool (Maven or Gradle) Detect the framework (Spring Boot, Quarkus, Micronaut, or generic Java) Add appropriate GraalVM native image configuration Build the native image Analyze any build errors or warnings Apply fixes iteratively until the build succeeds Your Approach Follow Oracle's best practices for GraalVM native image...
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1279 writing hookify rules anthropics/claude-code
Writing Hookify Rules Overview Hookify rules are markdown files with YAML frontmatter that define patterns to watch for and messages to show when those patterns match. Rules are stored in .claude/hookify.{rule-name}.local.md files. Rule File Format Basic Structure --- name : rule - identifier enabled : true event : bash | file | stop | prompt | all pattern : regex - pattern - here --- Message to show Claude when this rule triggers. Can include markdown formatting, warnings, suggestions, etc. Fro...
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1280 declarative-agents github/awesome-copilot
Microsoft 365 Declarative Agents Development Kit I'll help you create and develop Microsoft 365 Copilot declarative agents using the latest v1.5 schema with comprehensive TypeSpec and Microsoft 365 Agents Toolkit integration. Choose from three specialized workflows: Workflow 1: Basic Agent Creation Perfect for : New developers, simple agents, quick prototypes I'll guide you through: Agent Planning : Define purpose, target users, and core capabilities Capability Selection : Choose from 11 availab...
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1281 cosmosdb-datamodeling github/awesome-copilot
Azure Cosmos DB NoSQL Data Modeling Expert System Prompt version: 1.0 last_updated: 2025-09-17 Role and Objectives You are an AI pair programming with a USER. Your goal is to help the USER create an Azure Cosmos DB NoSQL data model by: Gathering the USER's application details and access patterns requirements and volumetrics, concurrency details of the workload and documenting them in the cosmosdb_requirements.md file Design a Cosmos DB NoSQL model using the Core Philosophy and Design Patterns fr...
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1282 parallel-data-enrichment parallel-web/parallel-agent-skills
Data Enrichment Enrich: $ARGUMENTS Before starting Inform the user that enrichment may take several minutes depending on the number of rows and fields requested. Step 1: Start the enrichment Use ONE of these command patterns (substitute user's actual data): For inline data: parallel-cli enrich run --data '[{"company": "Google"}, {"company": "Microsoft"}]' --intent "CEO name and founding year" --target "output.csv" --no-wait For CSV file: parallel-cli enrich run --source-type csv --source "input....
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1283 mcp-copilot-studio-server-generator github/awesome-copilot
Power Platform MCP Connector Generator Generate a complete Power Platform custom connector with Model Context Protocol (MCP) integration for Microsoft Copilot Studio. This prompt creates all necessary files following Power Platform connector standards with MCP streamable HTTP support. Instructions Create a complete MCP server implementation that: Uses Copilot Studio MCP Pattern: Implement x-ms-agentic-protocol: mcp-streamable-1.0 Support JSON-RPC 2.0 communication protocol Provide streamable HTT...
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1284 kotlin-mcp-server-generator github/awesome-copilot
Kotlin MCP Server Project Generator Generate a complete, production-ready Model Context Protocol (MCP) server project in Kotlin. Project Requirements You will create a Kotlin MCP server with: Project Structure : Gradle-based Kotlin project layout Dependencies : Official MCP SDK, Ktor, and kotlinx libraries Server Setup : Configured MCP server with transports Tools : At least 2-3 useful tools with typed inputs/outputs Error Handling : Proper exception handling and validation Documentation : READM...
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1285 vue-best-practices vuejs-ai/skills
Vue Best Practices Workflow Use this skill as an instruction set. Follow the workflow in order unless the user explicitly asks for a different order. Core Principles Keep state predictable: one source of truth, derive everything else. Make data flow explicit: Props down, Events up for most cases. Favor small, focused components: easier to test, reuse, and maintain. Avoid unnecessary re-renders: use computed properties and watchers wisely. Readability counts: write clear, self-documenting code. 1...
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1286 python-error-handling wshobson/agents
Python Error Handling Build robust Python applications with proper input validation, meaningful exceptions, and graceful failure handling. Good error handling makes debugging easier and systems more reliable. When to Use This Skill Validating user input and API parameters Designing exception hierarchies for applications Handling partial failures in batch operations Converting external data to domain types Building user-friendly error messages Implementing fail-fast validation patterns Core Conce...
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1287 tavily-extract tavily-ai/skills
tavily extract Extract clean markdown or text content from one or more URLs. Prerequisites Requires the Tavily CLI. See tavily-cli for install and auth setup. Quick install: curl -fsSL https://cli.tavily.com/install.sh | bash && tvly login When to use You have a specific URL and want its content You need text from JavaScript-rendered pages Step 2 in the workflow : search → extract → map → crawl → research Quick start Single URL tvly extract "https://example.com/article" --json Multiple URLs tv...
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1288 power-platform-mcp-connector-suite github/awesome-copilot
Power Platform MCP Connector Suite Generate comprehensive Power Platform custom connector implementations with Model Context Protocol integration for Microsoft Copilot Studio. MCP Capabilities in Copilot Studio Currently Supported: ✅ Tools : Functions that the LLM can call (with user approval) ✅ Resources : File-like data that agents can read (must be tool outputs) Not Yet Supported: ❌ Prompts : Pre-written templates (prepare for future support) Connector Generation Create complete Power Platfor...
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1289 az-cost-optimize github/awesome-copilot
Azure Cost Optimize This workflow analyzes Infrastructure-as-Code (IaC) files and Azure resources to generate cost optimization recommendations. It creates individual GitHub issues for each optimization opportunity plus one EPIC issue to coordinate implementation, enabling efficient tracking and execution of cost savings initiatives. Prerequisites Azure MCP server configured and authenticated GitHub MCP server configured and authenticated Target GitHub repository identified Azure resources deplo...
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1290 centos-linux-triage github/awesome-copilot
CentOS Linux Triage You are a CentOS Linux expert. Diagnose and resolve the user’s issue with RHEL-compatible commands and practices. Inputs ${input:CentOSVersion} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm CentOS release (Stream vs. legacy) and environment assumptions. Provide triage steps using systemctl , journalctl , dnf / yum , and logs. Offer remediation steps with copy-paste-ready commands. Include verification commands after each major change....
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1291 flutter-improving-accessibility flutter/skills
Implementing Flutter Accessibility Contents UI Design and Styling Accessibility Widgets Web Accessibility Adaptive and Responsive Design Workflows Examples UI Design and Styling Design layouts to accommodate dynamic scaling and high visibility. Flutter automatically calculates font sizes based on OS-level accessibility settings. Font Scaling: Ensure layouts provide sufficient room to render all contents when font sizes are increased to their maximum OS settings. Avoid hardcoding fixed heights on...
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1292 csharp-mcp-server-generator github/awesome-copilot
Generate C MCP Server Create a complete Model Context Protocol (MCP) server in C with the following specifications: Requirements Project Structure : Create a new C console application with proper directory structure NuGet Packages : Include ModelContextProtocol (prerelease) and Microsoft.Extensions.Hosting Logging Configuration : Configure all logs to stderr to avoid interfering with stdio transport Server Setup : Use the Host builder pattern with proper DI configuration Tools : Create at least ...
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1293 azure-resource-health-diagnose github/awesome-copilot
Azure Resource Health & Issue Diagnosis This workflow analyzes a specific Azure resource to assess its health status, diagnose potential issues using logs and telemetry data, and develop a comprehensive remediation plan for any problems discovered. Prerequisites Azure MCP server configured and authenticated Target Azure resource identified (name and optionally resource group/subscription) Resource must be deployed and running to generate logs/telemetry Prefer Azure MCP tools ( azmcp-* ) over dir...
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1294 entra-agent-user github/awesome-copilot
SKILL: Creating Agent Users in Microsoft Entra Agent ID Overview An agent user is a specialized user identity in Microsoft Entra ID that enables AI agents to act as digital workers. It allows agents to access APIs and services that strictly require user identities (e.g., Exchange mailboxes, Teams, org charts), while maintaining appropriate security boundaries. Agent users receive tokens with idtyp=user , unlike regular agent identities which receive idtyp=app . Prerequisites A Microsoft Entra te...
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1295 containerize-aspnet-framework github/awesome-copilot
ASP.NET .NET Framework Containerization Prompt Containerize the ASP.NET (.NET Framework) project specified in the containerization settings below, focusing exclusively on changes required for the application to run in a Windows Docker container. Containerization should consider all settings specified here. REMEMBER: This is a .NET Framework application, not .NET Core. The containerization process will be different from that of a .NET Core application. Containerization Settings This section of th...
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1296 typespec-create-api-plugin github/awesome-copilot
Create TypeSpec API Plugin Create a complete TypeSpec API plugin for Microsoft 365 Copilot that integrates with external REST APIs. Requirements Generate TypeSpec files with: main.tsp - Agent Definition import "@typespec/http" ; import "@typespec/openapi3" ; import "@microsoft/typespec-m365-copilot" ; import "./actions.tsp" ; using TypeSpec . Http ; using TypeSpec . M365 . Copilot . Agents ; using TypeSpec . M365 . Copilot . Actions ; @ agent ( { name : "[Agent Name]" , description : "[Descripti...
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1297 ruby-mcp-server-generator github/awesome-copilot
Ruby MCP Server Generator Generate a complete, production-ready MCP server in Ruby using the official Ruby SDK. Project Generation When asked to create a Ruby MCP server, generate a complete project with this structure: my-mcp-server/ ├── Gemfile ├── Rakefile ├── lib/ │ ├── my_mcp_server.rb │ ├── my_mcp_server/ │ │ ├── server.rb │ │ ├── tools/ │ │ │ ├── greet_tool.rb │ │ │ └── calculate_tool.rb │ │ ├── prompts/ │ │ │ └── code_review_prompt.rb │ │ └── resourc...
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1298 shuffle-json-data github/awesome-copilot
Shuffle JSON Data Overview Shuffle repetitive JSON objects without corrupting the data or breaking JSON syntax. Always validate the input file first. If a request arrives without a data file, pause and ask for one. Only proceed after confirming the JSON can be shuffled safely. Role You are a data engineer who understands how to randomise or reorder JSON data without sacrificing integrity. Combine data-engineering best practices with mathematical knowledge of randomizing data to protect data qual...
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1299 typespec-create-agent github/awesome-copilot
Create TypeSpec Declarative Agent Create a complete TypeSpec declarative agent for Microsoft 365 Copilot with the following structure: Requirements Generate a main.tsp file with: Agent Declaration Use @agent decorator with a descriptive name and description Name should be 100 characters or less Description should be 1,000 characters or less Instructions Use @instructions decorator with clear behavioral guidelines Define the agent's role, expertise, and personality Specify what the agent should a...
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1300 update-avm-modules-in-bicep github/awesome-copilot
Update Azure Verified Modules in Bicep Files Update Bicep file ${file} to use latest Azure Verified Module (AVM) versions. Limit progress updates to non-breaking changes. Don't output information other than the final output table and summary. Process Scan : Extract AVM modules and current versions from ${file} Identify : List all unique AVM modules used by matching avm/res/{service}/{resource} using search tool Check : Use fetch tool to get latest version of each AVM module from MCR: https://mcr...
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