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23,095
总 Skills
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# Skill 仓库 描述 安装量
901 fastapi-python mindrally/skills
FastAPI Python You are an expert in FastAPI and Python backend development. Key Principles Write concise, technical responses with accurate Python examples Favor functional, declarative programming over class-based approaches Prioritize modularization to eliminate code duplication Use descriptive variable names with auxiliary verbs (e.g., is_active, has_permission) Employ lowercase with underscores for file/directory naming (e.g., routers/user_routes.py) Export routes and utilities explicitly ...
 8.6K
902 uv-package-manager wshobson/agents
UV Package Manager Comprehensive guide to using uv, an extremely fast Python package installer and resolver written in Rust, for modern Python project management and dependency workflows. When to Use This Skill Setting up new Python projects quickly Managing Python dependencies faster than pip Creating and managing virtual environments Installing Python interpreters Resolving dependency conflicts efficiently Migrating from pip/pip-tools/poetry Speeding up CI/CD pipelines Managing monorepo Python...
 8.6K
903 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...
 8.6K
904 architecture-decision-records wshobson/agents
Architecture Decision Records Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions. When to Use This Skill Making significant architectural decisions Documenting technology choices Recording design trade-offs Onboarding new team members Reviewing historical decisions Establishing decision-making processes Core Concepts 1. What is an ADR? An Architecture Decision Record cap...
 8.6K
905 kpi-dashboard-design wshobson/agents
KPI Dashboard Design Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions. When to Use This Skill Designing executive dashboards Selecting meaningful KPIs Building real-time monitoring displays Creating department-specific metrics views Improving existing dashboard layouts Establishing metric governance Core Concepts 1. KPI Framework Level Focus Update Frequency Audience Strategic Long-term goals Monthly/Quarterly Executives Tact...
 8.6K
906 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...
 8.6K
907 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)...
 8.6K
908 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...
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909 flutter-caching-data flutter/skills
Implementing Flutter Caching and Offline-First Architectures Contents Selecting a Caching Strategy Implementing Offline-First Data Synchronization Managing File System and SQLite Persistence Optimizing UI, Scroll, and Image Caching Caching the FlutterEngine (Android) Workflows Selecting a Caching Strategy Apply the appropriate caching mechanism based on the data lifecycle and size requirements. If storing small, non-critical UI states or preferences: Use shared_preferences . If storing large, st...
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910 microsoft-skill-creator github/awesome-copilot
Microsoft Skill Creator Create hybrid skills for Microsoft technologies that store essential knowledge locally while enabling dynamic Learn MCP lookups for deeper details. About Skills Skills are modular packages that extend agent capabilities with specialized knowledge and workflows. A skill transforms a general-purpose agent into a specialized one for a specific domain. Skill Structure skill-name/ ├── SKILL.md (required) Frontmatter (name, description) + instructions ├── references/ ...
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911 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} ${INCLUDE_TEMPLATES=true|false}...
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912 create-llms github/awesome-copilot
Create LLMs.txt File from Repository Structure Create a new llms.txt file from scratch in the root of the repository following the official llms.txt specification at https://llmstxt.org/ . This file provides high-level guidance to large language models (LLMs) on where to find relevant content for understanding the repository's purpose and specifications. Primary Directive Create a comprehensive llms.txt file that serves as an entry point for LLMs to understand and navigate the repository effecti...
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913 openapi-to-application-code github/awesome-copilot
Generate Application from OpenAPI Spec Your goal is to generate a complete, working application from an OpenAPI specification using the active framework's conventions and best practices. Input Requirements OpenAPI Specification : Provide either: A URL to the OpenAPI spec (e.g., https://api.example.com/openapi.json ) A local file path to the OpenAPI spec The full OpenAPI specification content pasted directly Project Details (if not in spec): Project name and description Target framework and versi...
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914 akshare-stock molezzz/openclaw-stock-skill
A股分析全能 Skill（AKShare） 目标：在 OpenClaw 中通过自然语言触发 A 股和相关市场分析，输出适配 QQ/Telegram 的紧凑文本。 运行环境：Mac + Python 3.9 akshare 路径： /Users/molezz/Library/Python/3.9/lib/python3.9/site-packages Skill 入口建议： python3 skills/akshare-stock/main.py --query "${USER_QUERY}" 1) 整体架构设计 采用 Router -> Service -> Analyzer -> Formatter 四层结构，便于扩展和维护。 A. 目录组织（建议） skills/akshare-stock/ SKILL.md main.py OpenClaw 调用入口 router.py 意图识别 + 参数解析 schemas.py 数据结构定义（dataclass） formatter.py ...
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915 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 ...
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916 azure-static-web-apps github/awesome-copilot
Overview Azure Static Web Apps (SWA) hosts static frontends with optional serverless API backends. The SWA CLI (swa) provides local development emulation and deployment capabilities. Key features: Local emulator with API proxy and auth simulation Framework auto-detection and configuration Direct deployment to Azure Database connections support Config files: swa-cli.config.json - CLI settings, created by swa init (never create manually) staticwebapp.config.json - Runtime config (routes, auth...
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917 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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918 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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919 gsap-frameworks greensock/gsap-skills
GSAP with Vue, Svelte, and Other Frameworks When to Use This Skill Apply when writing or reviewing GSAP code in Vue (or Nuxt), Svelte (or SvelteKit), or other component frameworks that use a lifecycle (mounted/unmounted). For React specifically, use gsap-react (useGSAP hook, gsap.context()).
 8.6K
920 web-perf cloudflare/skills
Web Performance Audit Audit web page performance using Chrome DevTools MCP tools. This skill focuses on Core Web Vitals, network optimization, and high-level accessibility gaps. FIRST: Verify MCP Tools Available Run this before starting. Try calling navigate_page or performance_start_trace. If unavailable, STOP—the chrome-devtools MCP server isn't configured. Ask the user to add this to their MCP config: "chrome-devtools": { "type": "local", "command": ["npx", "-y", "chrome-devtools-mcp...
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921 baoyu-youtube-transcript jimliu/baoyu-skills
YouTube Transcript Downloads transcripts (subtitles/captions) from YouTube videos. Works with both manually created and auto-generated transcripts. No API key or browser required — uses YouTube's InnerTube API directly and automatically falls back to yt-dlp when YouTube blocks the direct API path. Fetches video metadata and cover image on first run, caches raw data for fast re-formatting. Script Directory Scripts in scripts/ subdirectory. {baseDir} = this SKILL.md's directory path. Resolve ${BUN...
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922 flutter-reducing-app-size flutter/skills
Reducing Flutter App Size Contents Core Concepts Workflow: Generating Size Analysis Files Workflow: Analyzing Size Data in DevTools Workflow: Estimating iOS Download Size Workflow: Implementing Size Reduction Strategies Examples Core Concepts Debug vs. Release: Never use debug builds to measure app size. Debug builds include VM overhead and lack Ahead-Of-Time (AOT) compilation and tree-shaking. Upload vs. Download Size: The size of an upload package (APK, AAB, IPA) does not represent the end-use...
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923 opencli-usage jackwener/opencli
OpenCLI Usage Guide Make any website or Electron App your CLI. Reuse Chrome login, zero risk, AI-powered discovery. Install & Run npm global install (recommended) npm install -g @jackwener/opencli opencli < command > Or from source cd ~/code/opencli && npm install npx tsx src/main.ts < command > Update to latest npm update -g @jackwener/opencli Prerequisites Browser commands require: Chrome browser running (logged into target sites) opencli Browser Bridge Chrome extension installed (load exte...
 8.6K
924 fluxa-agent-wallet fluxa-agent-payment/fluxa-ai-wallet-mcp
FluxA Agent Wallet FluxA Agent Wallet is a co-wallet that allows AI agents to securely use a user’s wallet, enabling them to perform payment-related actions within the user’s approved scope. Capabilities include x402 payments, USDC transfers, payment links for receiving payments, discovering and calling x402 resources (one-shot APIs), and using payment-
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925 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...
 8.6K
926 finalize-agent-prompt github/awesome-copilot
Finalize Agent Prompt Current Role You are an AI agent who knows what works best for the prompt files you have seen and the feedback you have received. Apply that experience to refine the current prompt so it aligns with proven best practices. Requirements A prompt file must be provided. If none accompanies the request, ask for the file before proceeding. Maintain the prompt’s front matter, encoding, and markdown structure while making improvements. Goal Read the prompt file carefully and refine...
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927 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, ...
 8.6K
928 arch-linux-triage github/awesome-copilot
Arch Linux Triage You are an Arch Linux expert. Diagnose and resolve the user’s issue using Arch-appropriate tooling and practices. Inputs ${input:ArchSnapshot} (optional) ${input:ProblemSummary} ${input:Constraints} (optional) Instructions Confirm recent updates and environment assumptions. Provide a step-by-step triage plan using systemctl , journalctl , and pacman . Offer remediation steps with copy-paste-ready commands. Include verification commands after each major change. Address kernel up...
 8.6K
929 stock-analysis gracefullight/stock-checker
Stock Analysis (v5.0) Analyze US stocks and cryptocurrencies using Yahoo Finance data. Includes portfolio management, crypto support, and periodic analysis. Quick Start IMPORTANT: Pass ONLY the stock ticker symbol(s) as arguments. Do NOT add extra text, headers, or formatting in the command. Analyze a single ticker: uv run { baseDir } /scripts/analyze_stock.py AAPL uv run { baseDir } /scripts/analyze_stock.py MSFT --output json Compare multiple tickers: uv run { baseDir } /scripts/analyze_stock....
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930 write-coding-standards-from-file github/awesome-copilot
Write Coding Standards From File Use the existing syntax of the file(s) to establish the standards and style guides for the project. If more than one file or a folder is passed, loop through each file or files in the folder, appending the file's data to temporary memory or a file, then when complete use temporary data as a single instance; as if it were the file name to base the standards and style guideline on. Rules and Configuration Below is a set of quasi-configuration boolean and string[] v...
 8.5K
931 stripe-integration wshobson/agents
Stripe Integration Master Stripe payment processing integration for robust, PCI-compliant payment flows including checkout, subscriptions, webhooks, and refunds. When to Use This Skill Implementing payment processing in web/mobile applications Setting up subscription billing systems Handling one-time payments and recurring charges Processing refunds and disputes Managing customer payment methods Implementing SCA (Strong Customer Authentication) for European payments Building marketplace payment ...
 8.5K
932 create-github-issues-feature-from-implementation-plan github/awesome-copilot
Create GitHub Issue from Implementation Plan Create GitHub Issues for the implementation plan at ${file} . Process Analyze plan file to identify phases Check existing issues using search_issues Create new issue per phase using create_issue or update existing with update_issue Use feature_request.yml or chore_request.yml templates (fallback to default) Requirements One issue per implementation phase Clear, structured titles and descriptions Include only changes required by the plan Verify against...
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933 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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934 flutter-handling-http-and-json flutter/skills
Handling HTTP and JSON Contents Core Guidelines Workflow: Executing HTTP Operations Workflow: Implementing JSON Serialization Workflow: Parsing Large JSON in the Background Examples Core Guidelines Enforce HTTPS: iOS and Android disable cleartext (HTTP) connections by default. Always use HTTPS endpoints. If HTTP is strictly required for debugging, configure network_security_config.xml (Android) and NSAppTransportSecurity (iOS). Construct URIs Safely: Always use Uri.https(authority, unencodedPath...
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935 flutter-building-forms flutter/skills
Building Validated Forms Contents Form Architecture Field Validation Workflow: Implementing a Validated Form Examples Form Architecture Implement forms using a Form widget to group and validate multiple input fields together. Use a StatefulWidget: Always host your Form inside a StatefulWidget . Persist the GlobalKey: Instantiate a GlobalKey<FormState> exactly once as a final variable within the State class. Do not generate a new GlobalKey inside the build method; doing so is resource-expensive a...
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936 azure-resource-visualizer github/awesome-copilot
Azure Resource Visualizer - Architecture Diagram Generator A user may ask for help understanding how individual resources fit together, or to create a diagram showing their relationships. Your mission is to examine Azure resource groups, understand their structure and relationships, and generate comprehensive Mermaid diagrams that clearly illustrate the architecture. Core Responsibilities Resource Group Discovery : List available resource groups when not specified Deep Resource Analysis : Examin...
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937 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...
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938 legacy-circuit-mockups github/awesome-copilot
Legacy Circuit Mockups A skill for creating breadboard circuit mockups and visual diagrams for retro computing and electronics projects. This skill leverages HTML5 Canvas drawing mechanisms to render interactive circuit layouts featuring vintage components like the 6502 microprocessor, 555 timer ICs, EEPROMs, and 7400-series logic gates. When to Use This Skill User asks to "create a breadboard layout" or "mockup a circuit" User wants to visualize component placement on a breadboard User needs ...
 8.5K
939 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...
 8.5K
940 create-technical-spike github/awesome-copilot
No SKILL.md available for this skill. View on GitHub
 8.5K
941 create-github-issues-for-unmet-specification-requirements github/awesome-copilot
Create GitHub Issues for Unmet Specification Requirements Create GitHub Issues for unimplemented requirements in the specification at ${file} . Process Analyze specification file to extract all requirements Check codebase implementation status for each requirement Search existing issues using search_issues to avoid duplicates Create new issue per unimplemented requirement using create_issue Use feature_request.yml template (fallback to default) Requirements One issue per unimplemented requiremen...
 8.5K
942 gsap-plugins greensock/gsap-skills
GSAP Plugins When to Use This Skill Apply when using or reviewing code that uses GSAP plugins: registering plugins, scroll-to, flip/FLIP animations, draggable elements, SVG (DrawSVG, MorphSVG, MotionPath), text (SplitText, ScrambleText), physics, easing plugins (CustomEase, EasePack, CustomWiggle, CustomBounce), or GSDevTools. ScrollTrigger has its own skill (gsap-scrolltrigger).
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943 mcp-deploy-manage-agents github/awesome-copilot
--- mode: 'agent' tools: ['changes', 'search/codebase', 'edit/editFiles', 'problems'] description: 'Deploy and manage MCP-based declarative agents in Microsoft 365 admin center with governance, assignments, and organizational distribution' model: 'gpt-4.1' tags: [mcp, m365-copilot, deployment, admin, agent-management, governance] --- Deploy and Manage MCP-Based Agents Deploy, manage, and govern MCP-based declarative agents in Microsoft 365 using the admin center for organizational distribution ...
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944 tavily-research tavily-ai/skills
tavily research AI-powered deep research that gathers sources, analyzes them, and produces a cited report. Takes 30-120 seconds. 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 need comprehensive, multi-source analysis The user wants a comparison, market report, or literature review Quick searches aren't enough — you need synthesis with citations Step 5 in the workfl...
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945 power-bi-dax-optimization github/awesome-copilot
Power BI DAX Formula Optimizer You are a Power BI DAX expert specializing in formula optimization. Your goal is to analyze, optimize, and improve DAX formulas for better performance, readability, and maintainability. Analysis Framework When provided with a DAX formula, perform this comprehensive analysis: 1. Performance Analysis Identify expensive operations and calculation patterns Look for repeated expressions that can be stored in variables Check for inefficient context transitions Assess fil...
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946 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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947 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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948 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...
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949 php-mcp-server-generator github/awesome-copilot
PHP MCP Server Generator You are a PHP MCP server generator. Create a complete, production-ready PHP MCP server project using the official PHP SDK. Project Requirements Ask the user for: Project name (e.g., "my-mcp-server") Server description (e.g., "A file management MCP server") Transport type (stdio, http, or both) Tools to include (e.g., "file read", "file write", "list directory") Whether to include resources and prompts PHP version (8.2+ required) Project Structure {project-name}/ ├── comp...
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950 java-refactoring-remove-parameter github/awesome-copilot
Refactoring Java Methods with Remove Parameter Role You are an expert in refactoring Java methods. Below are 2 examples (with titles code before and code after refactoring) that represents Remove Parameter . Code Before Refactoring 1: public Backend selectBackendForGroupCommit ( long tableId , ConnectContext context , boolean isCloud ) throws LoadException , DdlException { if ( ! Env . getCurrentEnv ( ) . isMaster ( ) ) { try { long backendId = new MasterOpExecutor ( context ) . getGroupCommitLo...
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