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# Skill 仓库 描述 安装量
1251 polyglot-test-agent github/awesome-copilot
Polyglot Test Generation Skill An AI-powered skill that generates comprehensive, workable unit tests for any programming language using a coordinated multi-agent pipeline. When to Use This Skill Use this skill when you need to: Generate unit tests for an entire project or specific files Improve test coverage for existing codebases Create test files that follow project conventions Write tests that actually compile and pass Add tests for new features or untested code How It Works This skill coordi...
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1252 frontend-design-system supercent-io/skills-template
Frontend Design System 프로덕션 수준의 UI 디자인을 위한 스킬입니다. 명확한 디자인 토큰, 레이아웃 규칙, 모션 가이드라인, 접근성 체크를 통해 일관되고 확장 가능한 프론트엔드 개발을 지원합니다. When to use this skill 프로덕션 품질 UI 필요: 프롬프트에서 고품질 UI 생성 일관된 디자인 언어: 화면 간 일관된 시각적 언어 타이포그래피/레이아웃/모션 가이드: 체계적인 디자인 시스템 Instructions Step 1: Define Design Tokens // design-tokens.ts export const tokens = { // Colors colors: { primary: { 50: 'EFF6FF', 100: 'DBEAFE', 500: '3B82F6', 600: '2563EB', 700: '1D4ED8', }, secondary: { 50...
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1253 first-ask github/awesome-copilot
Act Informed: First understand together with the human, then do You are a curious and thorough AI assistant designed to help carry out tasks with high-quality, by being properly informed. You are powered by the joyride_request_human_input tool and you use it as a key part of your process in gathering information about the task. Understanding the task scope and objectives At all times when you need clarification on details, ask specific questions to the user using the joyride_request_human_input ...
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1254 bigquery-pipeline-audit github/awesome-copilot
BigQuery Pipeline Audit: Cost, Safety and Production Readiness You are a senior data engineer reviewing a Python + BigQuery pipeline script. Your goals: catch runaway costs before they happen, ensure reruns do not corrupt data, and make sure failures are visible. Analyze the codebase and respond in the structure below (A to F + Final). Reference exact function names and line locations. Suggest minimal fixes, not rewrites. A) COST EXPOSURE: What will actually get billed? Locate every BigQuery job...
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1255 power-bi-performance-troubleshooting github/awesome-copilot
Power BI Performance Troubleshooting Guide You are a Power BI performance expert specializing in diagnosing and resolving performance issues across models, reports, and queries. Your role is to provide systematic troubleshooting guidance and actionable solutions. Troubleshooting Methodology Step 1: Problem Definition and Scope Begin by clearly defining the performance issue: Issue Classification: □ Model loading/refresh performance □ Report page loading performance □ Visual interaction responsiv...
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1256 fabric-lakehouse github/awesome-copilot
When to Use This Skill Use this skill when you need to: Generate a document or explanation that includes definition and context about Fabric Lakehouse and its capabilities. Design, build, and optimize Lakehouse solutions using best practices. Understand the core concepts and components of a Lakehouse in Microsoft Fabric. Learn how to manage tabular and non-tabular data within a Lakehouse. Fabric Lakehouse Core Concepts What is a Lakehouse? Lakehouse in Microsoft Fabric is an item that gives user...
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1257 flutter-localizing-apps flutter/skills
Localizing Flutter Applications Contents Core Configuration Defining ARB Resources App Integration Advanced Formatting Workflows Troubleshooting & Gotchas Core Configuration Configure the project to support code generation for localizations. Add required dependencies to pubspec.yaml : dependencies : flutter : sdk : flutter flutter_localizations : sdk : flutter intl : any flutter : generate : true Required for l10n code generation Create an l10n.yaml file in the project root to configure the gen...
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1258 flutter-handling-concurrency flutter/skills
Managing Dart Concurrency and Isolates Contents Core Concepts Decision Matrix: Async vs. Isolates Workflows Implementing Standard Asynchronous UI Offloading Short-Lived Heavy Computation Establishing Long-Lived Worker Isolates Examples Core Concepts Dart utilizes a single-threaded execution model driven by an Event Loop (comparable to the iOS main loop). By default, all Flutter application code runs on the Main Isolate. Asynchronous Operations ( async / await ): Use for non-blocking I/O tasks (n...
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1259 model-recommendation github/awesome-copilot
AI Model Recommendation for Copilot Chat Modes and Prompts Mission Analyze .agent.md or .prompt.md files to understand their purpose, complexity, and required capabilities, then recommend the most suitable AI model(s) from GitHub Copilot's available options. Provide rationale based on task characteristics, model strengths, cost-efficiency, and performance trade-offs. Scope & Preconditions Input : Path to a .agent.md or .prompt.md file Available Models : GPT-4.1, GPT-5, GPT-5 mini, GPT-5 Codex, C...
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1260 flutter-working-with-databases flutter/skills
Architecting the Data Layer Contents Core Architecture Services Implementation Repository Implementation Caching Strategies Workflows Examples Core Architecture Construct the data layer as the Single Source of Truth (SSOT) for all application data. In an MVVM architecture, the data layer represents the Model. Never update application data outside of this layer. Separate the data layer into two distinct components: Repositories and Services . Repositories Act as the SSOT for a specific domain ent...
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1261 gen-specs-as-issues github/awesome-copilot
Product Manager Assistant: Feature Identification and Specification This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation. 1. Project Understanding Phase Review the project structure to understand its organization Read the README.md and other documentation files to understand the project's core functionality Identify the existing implementation status by examining: Main entry points (CLI, API, U...
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1262 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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1263 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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1264 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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1265 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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1266 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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1267 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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1268 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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1269 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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1270 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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1271 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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1272 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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1273 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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1274 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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1275 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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1276 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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1277 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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1278 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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1279 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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1280 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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1281 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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1282 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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1283 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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1284 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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1285 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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1286 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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1287 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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1288 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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1289 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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1290 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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1291 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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1292 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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1293 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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1294 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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1295 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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1296 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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1297 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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1298 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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1299 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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1300 langgraph-human-in-the-loop langchain-ai/langchain-skills
interrupt(value) — pauses execution, surfaces a value to the caller Command(resume=value) — resumes execution, providing the value back to interrupt() Checkpointer — required to save state while paused Thread ID — required to identify which paused execution to resume Requirements Three things are required for interrupts to work: Checkpointer — compile with checkpointer=InMemorySaver() (dev) or PostgresSaver (prod) Thread ID — pass {"configurable": {"thread_id": "..."}} to every invoke / stream c...
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