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# Skill 仓库 描述 安装量
401 terraform-azurerm-set-diff-analyzer github/awesome-copilot
Terraform AzureRM Set Diff Analyzer A skill to identify "false-positive diffs" in Terraform plans caused by AzureRM Provider's Set-type attributes and distinguish them from actual changes. When to Use terraform plan shows many changes, but you only added/removed a single element Application Gateway, Load Balancer, NSG, etc. show "all elements changed" You want to automatically filter false-positive diffs in CI/CD Background Terraform's Set type compares by position rather than by key, so when ad...
 7.2K
402 csharp-xunit github/awesome-copilot
XUnit Best Practices Your goal is to help me write effective unit tests with XUnit, covering both standard and data-driven testing approaches. Project Setup Use a separate test project with naming convention [ProjectName].Tests Reference Microsoft.NET.Test.Sdk, xunit, and xunit.runner.visualstudio packages Create test classes that match the classes being tested (e.g., CalculatorTests for Calculator ) Use .NET SDK test commands: dotnet test for running tests Test Structure No test class attribute...
 7.2K
403 create-architectural-decision-record github/awesome-copilot
Create Architectural Decision Record Create an ADR document for ${input:DecisionTitle} using structured formatting optimized for AI consumption and human readability. Inputs Context : ${input:Context} Decision : ${input:Decision} Alternatives : ${input:Alternatives} Stakeholders : ${input:Stakeholders} Input Validation If any of the required inputs are not provided or cannot be determined from the conversation history, ask the user to provide the missing information before proceeding with ADR ge...
 7.2K
404 context-map github/awesome-copilot
Context Map Before implementing any changes, analyze the codebase and create a context map. Task {{task_description}} Instructions Search the codebase for files related to this task Identify direct dependencies (imports/exports) Find related tests Look for similar patterns in existing code Output Format Context Map Files to Modify | File | Purpose | Changes Needed | | ------ | --------- | ---------------- | | path/to/file | description | what changes | Dependencies (may need updates) | File |...
 7.2K
405 mobile-ios-design wshobson/agents
iOS Mobile Design Master iOS Human Interface Guidelines (HIG) and SwiftUI patterns to build polished, native iOS applications that feel at home on Apple platforms. When to Use This Skill Designing iOS app interfaces following Apple HIG Building SwiftUI views and layouts Implementing iOS navigation patterns (NavigationStack, TabView, sheets) Creating adaptive layouts for iPhone and iPad Using SF Symbols and system typography Building accessible iOS interfaces Implementing iOS-specific gestures ...
 7.2K
406 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...
 7.2K
407 project-workflow-analysis-blueprint-generator github/awesome-copilot
Project Workflow Documentation Generator Configuration Variables ${PROJECT_TYPE="Auto-detect|.NET|Java|Spring|Node.js|Python|React|Angular|Microservices|Other"} <!-- Primary technology stack --> ${ENTRY_POINT="API|GraphQL|Frontend|CLI|Message Consumer|Scheduled Job|Custom"} <!-- Starting point for the flow --> ${PERSISTENCE_TYPE="Auto-detect|SQL Database|NoSQL Database|File System|External API|Message Queue|Cache|None"} <!-- Data storage type --> ${ARCHITECTURE_PATTERN="Auto-detect|Layered|Clean...
 7.2K
408 remember github/awesome-copilot
Memory Keeper You are an expert prompt engineer and keeper of domain-organized Memory Instructions that persist across VS Code contexts. You maintain a self-organizing knowledge base that automatically categorizes learnings by domain and creates new memory files as needed. Scopes Memory instructions can be stored in two scopes: Global ( global or user ) - Stored in <global-prompts> ( vscode-userdata:/User/prompts/ ) and apply to all VS Code projects Workspace ( workspace or ws ) - Stored in <wor...
 7.2K
409 aspire github/awesome-copilot
Aspire — Polyglot Distributed-App Orchestration Aspire is a code-first, polyglot toolchain for building observable, production-ready distributed applications. It orchestrates containers, executables, and cloud resources from a single AppHost project — regardless of whether the workloads are C, Python, JavaScript/TypeScript, Go, Java, Rust, Bun, Deno, or PowerShell. Mental model: The AppHost is a conductor — it doesn't play the instruments, it tells every service when to start, how to find each o...
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410 git-flow-branch-creator github/awesome-copilot
Instructions < instructions > < title > Git Flow Branch Creator </ title > < description > This prompt analyzes your current git changes using git status and git diff (or git diff --cached), then intelligently determines the appropriate branch type according to the Git Flow branching model and creates a semantic branch name. </ description > < note > Just run this prompt and Copilot will analyze your changes and create the appropriate Git Flow branch for you. </ note > </ instructions > Workflow...
 7.2K
411 dataverse-python-advanced-patterns github/awesome-copilot
You are a Dataverse SDK for Python expert. Generate production-ready Python code that demonstrates: Error handling & retry logic — Catch DataverseError, check is_transient, implement exponential backoff. Batch operations — Bulk create/update/delete with proper error recovery. OData query optimization — Filter, select, orderby, expand, and paging with correct logical names. Table metadata — Create/inspect/delete custom tables with proper column type definitions (IntEnum for option sets). Configur...
 7.2K
412 refactor-method-complexity-reduce github/awesome-copilot
Refactor Method to Reduce Cognitive Complexity Objective Refactor the method ${input:methodName} , to reduce its cognitive complexity to ${input:complexityThreshold} or below, by extracting logic into focused helper methods. Instructions Analyze the current method to identify sources of cognitive complexity: Nested conditional statements Multiple if-else or switch chains Repeated code blocks Multiple loops with conditions Complex boolean expressions Identify extraction opportunities : Validation...
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413 csharp-docs github/awesome-copilot
C Documentation Best Practices Public members should be documented with XML comments. It is encouraged to document internal members as well, especially if they are complex or not self-explanatory. Guidance for all APIs Use <summary> to provide a brief, one sentence, description of what the type or member does. Start the summary with a present-tense, third-person verb. Use <remarks> for additional information, which can include implementation details, usage notes, or any other relevant context. U...
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414 create-spring-boot-java-project github/awesome-copilot
Create Spring Boot Java 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 Sp...
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415 boost-prompt github/awesome-copilot
You are an AI assistant designed to help users create high-quality, detailed task prompts. DO NOT WRITE ANY CODE. Your goal is to iteratively refine the user’s prompt by: 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 tool. Defining expected deliverables and success criteria Perform project explorations, using available tools, to further your understanding of the task Clarif...
 7.2K
416 finnish-humanizer github/awesome-copilot
Finnish Humanizer <finnish_voice> Ennen kuin korjaat yhtään patternia, sisäistä miten suomalainen kirjoittaja ajattelee. Suoruus. Suomalainen sanoo asian ja siirtyy eteenpäin. Ei johdattelua, ei pehmentämistä, ei turhia kehyksiä. "Tämä ei toimi" on täysi lause. Lyhyys on voimaa. Lyhyt virke ei ole laiska — se on täsmällinen. Pitkä virke on perusteltava. Toisto on sallittu. Suomessa saman sanan käyttö kahdesti on normaalia. Englannin synonyymikierto ("utilize" → "employ" → "leverage") kuulostaa s...
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417 java-refactoring-extract-method github/awesome-copilot
Refactoring Java Methods with Extract Method Role You are an expert in refactoring Java methods. Below are 2 examples (with titles code before and code after refactoring) that represents Extract Method . Code Before Refactoring 1: public FactLineBuilder setC_BPartner_ID_IfValid ( final int bpartnerId ) { assertNotBuild ( ) ; if ( bpartnerId > 0 ) { setC_BPartner_ID ( bpartnerId ) ; } return this ; } Code After Refactoring 1: public FactLineBuilder bpartnerIdIfNotNull ( final BPartnerId bpartnerI...
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418 next-intl-add-language github/awesome-copilot
This is a guide to add a new language to a Next.js project using next-intl for internationalization, For i18n, the application uses next-intl. All translations are in the directory ./messages . The UI component is src/components/language-toggle.tsx . Routing and middleware configuration are handled in: src/i18n/routing.ts src/middleware.ts When adding a new language: Translate all the content of en.json to the new language. The goal is to have all the JSON entries in the new language for a compl...
 7.2K
419 ef-core github/awesome-copilot
Entity Framework Core Best Practices Your goal is to help me follow best practices when working with Entity Framework Core. Data Context Design Keep DbContext classes focused and cohesive Use constructor injection for configuration options Override OnModelCreating for fluent API configuration Separate entity configurations using IEntityTypeConfiguration Consider using DbContextFactory pattern for console apps or tests Entity Design Use meaningful primary keys (consider natural vs surrogate keys)...
 7.1K
420 update-specification github/awesome-copilot
Update Specification Your goal is to update the existing specification file ${file} based on new requirements or updates to any existing code. The specification file must define the requirements, constraints, and interfaces for the solution components in a manner that is clear, unambiguous, and structured for effective use by Generative AIs. Follow established documentation standards and ensure the content is machine-readable and self-contained. Best Practices for AI-Ready Specifications Use pre...
 7.1K
421 copilot-cli-quickstart github/awesome-copilot
🚀 Copilot CLI Quick Start — Your Friendly Terminal Tutor You are an enthusiastic, encouraging tutor that helps beginners learn GitHub Copilot CLI. You make the terminal feel approachable and fun — never scary. 🐙 Use lots of emojis, celebrate small wins, and always explain why before how . 🎯 Three Modes 🎓 Tutorial Mode Triggered when the user says things like "start tutorial", "teach me", "lesson 1", "next lesson", or "begin". ❓ Q&A Mode Triggered when the user asks a specific question like "what...
 7.1K
422 fluentui-blazor github/awesome-copilot
Fluent UI Blazor — Consumer Usage Guide This skill teaches how to correctly use the Microsoft.FluentUI.AspNetCore.Components (version 4) NuGet package in Blazor applications. Critical Rules 1. No manual <script> or <link> tags needed The library auto-loads all CSS and JS via Blazor's static web assets and JS initializers. Never tell users to add <script> or <link> tags for the core library. 2. Providers are mandatory for service-based components These provider components MUST be added to the roo...
 7.1K
423 dotnet-upgrade github/awesome-copilot
Project Discovery & Assessment name: "Project Classification Analysis" prompt: "Identify all projects in the solution and classify them by type ( .NET Framework , .NET Core , .NET Standard ). Analyze each .csproj for its current TargetFramework and SDK usage." name: "Dependency Compatibility Review" prompt: "Review external and internal dependencies for framework compatibility. Determine the upgrade complexity based on dependency graph depth." name: "Legacy Package Detection" prompt: "Identify l...
 7.1K
424 rust-mcp-server-generator github/awesome-copilot
Rust MCP Server Generator You are a Rust MCP server generator. Create a complete, production-ready Rust MCP server project using the official rmcp SDK. Project Requirements Ask the user for: Project name (e.g., "my-mcp-server") Server description (e.g., "A weather data MCP server") Transport type (stdio, sse, http, or all) Tools to include (e.g., "weather lookup", "forecast", "alerts") Whether to include prompts and resources Project Structure Generate this structure: {project-name}/ ├── Cargo.t...
 7.1K
425 breakdown-feature-implementation github/awesome-copilot
Feature Implementation Plan Prompt Goal Act as an industry-veteran software engineer responsible for crafting high-touch features for large-scale SaaS companies. Excel at creating detailed technical implementation plans for features based on a Feature PRD. Review the provided context and output a thorough, comprehensive implementation plan. Note: Do NOT write code in output unless it's pseudocode for technical situations. Output Format The output should be a complete implementation plan in Markd...
 7.1K
426 power-bi-report-design-consultation github/awesome-copilot
Power BI Report Visualization Designer You are a Power BI visualization and user experience expert specializing in creating effective, accessible, and engaging reports. Your role is to guide the design of reports that clearly communicate insights and enable data-driven decision making. Design Consultation Framework Initial Requirements Gathering Before recommending visualizations, understand the context: Business Context Assessment: □ What business problem are you trying to solve? □ Who is the t...
 7.1K
427 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...
 7.1K
428 folder-structure-blueprint-generator github/awesome-copilot
Project Folder Structure Blueprint Generator Configuration Variables ${PROJECT_TYPE="Auto-detect|.NET|Java|React|Angular|Python|Node.js|Flutter|Other"} ${INCLUDES_MICROSERVICES="Auto-detect|true|false"} ${INCLUDES_FRONTEND="Auto-detect|true|false"} ${IS_MONOREPO="Auto-detect|true|false"} ${VISUALIZATION_STYLE="ASCII|Markdown List|Table"} ${DEPTH_LEVEL=1-5} ${INCLUDE_FILE_COUNTS=true|false} ${INCLUDE_GENERATED_FOLDERS=true|false} ${INCLUDE_FILE_PATTERNS=true|false} ${INCLUDE_TEMPLATES=true|false}...
 7.1K
429 breakdown-test github/awesome-copilot
Test Planning & Quality Assurance Prompt Goal Act as a senior Quality Assurance Engineer and Test Architect with expertise in ISTQB frameworks, ISO 25010 quality standards, and modern testing practices. Your task is to take feature artifacts (PRD, technical breakdown, implementation plan) and generate comprehensive test planning, task breakdown, and quality assurance documentation for GitHub project management. Quality Standards Framework ISTQB Framework Application Test Process Activities : Pla...
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430 add-educational-comments github/awesome-copilot
Add Educational Comments Add educational comments to code files so they become effective learning resources. When no file is provided, request one and offer a numbered list of close matches for quick selection. Role You are an expert educator and technical writer. You can explain programming topics to beginners, intermediate learners, and advanced practitioners. You adapt tone and detail to match the user's configured knowledge levels while keeping guidance encouraging and instructional. Provide...
 7.1K
431 debian-linux-triage github/awesome-copilot
Debian Linux Triage You are a Debian Linux expert. Diagnose and resolve the user’s issue with Debian-appropriate tooling and practices. Inputs ${input:DebianRelease} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm Debian release and environment assumptions; ask concise follow-ups if required. Provide a step-by-step triage plan using systemctl , journalctl , apt , and dpkg . Offer remediation steps with copy-paste-ready commands. Include verification comman...
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432 breakdown-epic-pm github/awesome-copilot
Epic Product Requirements Document (PRD) Prompt Goal Act as an expert Product Manager for a large-scale SaaS platform. Your primary responsibility is to translate high-level ideas into detailed Epic-level Product Requirements Documents (PRDs). These PRDs will serve as the single source of truth for the engineering team and will be used to generate a comprehensive technical architecture specification for the epic. Review the user's request for a new epic and generate a thorough PRD. If you don't ...
 7.1K
433 quasi-coder github/awesome-copilot
Quasi-Coder Skill The Quasi-Coder skill transforms you into an expert 10x software engineer capable of interpreting and implementing production-quality code from shorthand notation, quasi-code, and natural language descriptions. This skill bridges the gap between collaborators with varying technical expertise and professional code implementation. Like an architect who can take a rough hand-drawn sketch and produce detailed blueprints, the quasi-coder extracts intent from imperfect descriptions a...
 7.1K
434 create-llms github/awesome-copilot
Create LLMs.txt File from Repository Structure Create a new llms.txt file from scratch in the root of the repository following the official llms.txt specification at https://llmstxt.org/ . 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 Create a comprehensive llms.txt file that serves as an entry point for LLMs to understand and navigate the repository effecti...
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435 remember-interactive-programming github/awesome-copilot
No SKILL.md available for this skill. View on GitHub
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436 github-copilot-starter github/awesome-copilot
You are a GitHub Copilot setup specialist. Your task is to create a complete, production-ready GitHub Copilot configuration for a new project based on the specified technology stack. Project Information Required Ask the user for the following information if not provided: Primary Language/Framework : (e.g., JavaScript/React, Python/Django, Java/Spring Boot, etc.) Project Type : (e.g., web app, API, mobile app, desktop app, library, etc.) Additional Technologies : (e.g., database, cloud provider, ...
 7.1K
437 my-pull-requests github/awesome-copilot
Search the current repo (using githubRepo for the repo info) and list any pull requests you find (using list_pull_requests) that are assigned to me. Describe the purpose and details of each pull request. If a PR is waiting for someone to review, highlight that in the response. If there were any check failures on the PR, describe them and suggest possible fixes. If there was no review done by Copilot, offer to request one using request_copilot_review.
 7.1K
438 mkdocs-translations github/awesome-copilot
MkDocs AI Translator Role You are a professional technical writer and translator. Required Input Before proceeding, ask the user to specify the target translation language and locale code. Examples: Spanish ( es ) French ( fr ) Brazilian Portuguese ( pt-BR ) Korean ( ko ) Use this value consistently in folder names, translated content paths, and MkDocs configuration updates. Once confirmed, proceed with the instructions below. Objective Translate all documentation from the docs/docs/en and docs/...
 7.1K
439 aspnet-minimal-api-openapi github/awesome-copilot
ASP.NET Minimal API with OpenAPI Your goal is to help me create well-structured ASP.NET Minimal API endpoints with correct types and comprehensive OpenAPI/Swagger documentation. API Organization Group related endpoints using MapGroup() extension Use endpoint filters for cross-cutting concerns Structure larger APIs with separate endpoint classes Consider using a feature-based folder structure for complex APIs Request and Response Types Define explicit request and response DTOs/models Create clear...
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440 technology-stack-blueprint-generator github/awesome-copilot
Comprehensive Technology Stack Blueprint Generator Configuration Variables ${PROJECT_TYPE="Auto-detect|.NET|Java|JavaScript|React.js|React Native|Angular|Python|Other"} ${DEPTH_LEVEL="Basic|Standard|Comprehensive|Implementation-Ready"} ${INCLUDE_VERSIONS=true|false} ${INCLUDE_LICENSES=true|false} ${INCLUDE_DIAGRAMS=true|false} ${INCLUDE_USAGE_PATTERNS=true|false} ${INCLUDE_CONVENTIONS=true|false} ${OUTPUT_FORMAT="Markdown|JSON|YAML|HTML"} ${CATEGORIZATION="Technology Type|Layer|Purpose"}...
 7.1K
441 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 ...
 7.1K
442 suggest-awesome-github-copilot-skills github/awesome-copilot
Suggest Awesome GitHub Copilot Skills Analyze current repository context and suggest relevant Agent Skills from the GitHub awesome-copilot repository that are not already available in this repository. Agent Skills are self-contained folders located in the skills folder of the awesome-copilot repository, each containing a SKILL.md file with instructions and optional bundled assets. Process Fetch Available Skills : Extract skills list and descriptions from awesome-copilot README.skills.md . Must u...
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443 copilot-instructions-blueprint-generator github/awesome-copilot
Copilot Instructions Blueprint Generator Configuration Variables ${PROJECT_TYPE="Auto-detect|.NET|Java|JavaScript|TypeScript|React|Angular|Python|Multiple|Other"} ${ARCHITECTURE_STYLE="Layered|Microservices|Monolithic|Domain-Driven|Event-Driven|Serverless|Mixed"} ${CODE_QUALITY_FOCUS="Maintainability|Performance|Security|Accessibility|Testability|All"} ${DOCUMENTATION_LEVEL="Minimal|Standard|Comprehensive"} ${TESTING_REQUIREMENTS="Unit|Integration|E2E|TDD|BDD|All"} ${VERSIONING="Semantic|Ca...
 7.1K
444 repo-story-time github/awesome-copilot
No SKILL.md available for this skill. View on GitHub
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445 update-implementation-plan github/awesome-copilot
Update Implementation Plan Primary Directive You are an AI agent tasked with updating the implementation plan file ${file} based on new or updated requirements. Your output must be machine-readable, deterministic, and structured for autonomous execution by other AI systems or humans. Execution Context This prompt is designed for AI-to-AI communication and automated processing. All instructions must be interpreted literally and executed systematically without human interpretation or clarification...
 7.1K
446 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, ...
 7.1K
447 generate-custom-instructions-from-codebase github/awesome-copilot
Migration and Code Evolution Instructions Generator Configuration Variables ${MIGRATION_TYPE="Framework Version|Architecture Refactoring|Technology Migration|Dependencies Update|Pattern Changes"} <!-- Type of migration or evolution --> ${SOURCE_REFERENCE="branch|commit|tag"} <!-- Source reference point (before state) --> ${TARGET_REFERENCE="branch|commit|tag"} <!-- Target reference point (after state) --> ${ANALYSIS_SCOPE="Entire project|Specific folder|Modified files only"} <!-- Scope of analys...
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448 openapi-to-application-code github/awesome-copilot
Generate Application from OpenAPI Spec Your goal is to generate a complete, working application from an OpenAPI specification using the active framework's conventions and best practices. Input Requirements OpenAPI Specification : Provide either: A URL to the OpenAPI spec (e.g., https://api.example.com/openapi.json ) A local file path to the OpenAPI spec The full OpenAPI specification content pasted directly Project Details (if not in spec): Project name and description Target framework and versi...
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449 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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450 breakdown-epic-arch github/awesome-copilot
Epic Architecture Specification Prompt Goal Act as a Senior Software Architect. Your task is to take an Epic PRD and create a high-level technical architecture specification. This document will guide the development of the epic, outlining the major components, features, and technical enablers required. Context Considerations The Epic PRD from the Product Manager. Domain-driven architecture pattern for modular, scalable applications. Self-hosted and SaaS deployment requirements. Docker containeri...
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