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# Skill 仓库 描述 安装量
1351 self-improvement pskoett/self-improving-agent
Self-Improvement Skill Log learnings and errors to markdown files for continuous improvement. Coding agents can later process these into fixes, and important learnings get promoted to project memory. Quick Reference Situation Action Command/operation fails Log to .learnings/ERRORS.md User corrects you Log to .learnings/LEARNINGS.md with category correction User wants missing feature Log to .learnings/FEATURE_REQUESTS.md API/external tool fails Log to .learnings/ERRORS.md with integration details...
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1352 apify-actor-development apify/agent-skills
Apify Actor Development Important: Before you begin, fill in the generatedBy property in the meta section of .actor/actor.json. Replace it with the tool and model you're currently using, such as "Claude Code with Claude Sonnet 4.5". This helps Apify monitor and improve AGENTS.md for specific AI tools and models. What are Apify Actors? Actors are serverless programs inspired by the UNIX philosophy - programs that do one thing well and can be easily combined to build complex systems. They're pa...
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1353 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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1354 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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1355 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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1356 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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1357 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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1358 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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1359 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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1360 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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1361 frontend-code-review langgenius/dify
Frontend Code Review Intent Use this skill whenever the user asks to review frontend code (especially .tsx, .ts, or .js files). Support two review modes: Pending-change review – inspect staged/working-tree files slated for commit and flag checklist violations before submission. File-targeted review – review the specific file(s) the user names and report the relevant checklist findings. Stick to the checklist below for every applicable file and mode. Checklist See references/code-quality.md,...
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1362 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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1363 coding-standards affaan-m/everything-claude-code
Coding Standards & Best Practices Universal coding standards applicable across all projects. When to Activate Starting a new project or module Reviewing code for quality and maintainability Refactoring existing code to follow conventions Enforcing naming, formatting, or structural consistency Setting up linting, formatting, or type-checking rules Onboarding new contributors to coding conventions Code Quality Principles 1. Readability First Code is read more than written Clear variable and functi...
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1364 cost-optimization wshobson/agents
Cloud Cost Optimization Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP. Purpose Implement systematic cost optimization strategies to reduce cloud spending while maintaining performance and reliability. When to Use Reduce cloud spending Right-size resources Implement cost governance Optimize multi-cloud costs Meet budget constraints Cost Optimization Framework 1. Visibility Implement cost allocation tags Use cloud cost management tools Set up budget alerts Create co...
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1365 prisma-postgres prisma/skills
No SKILL.md available for this skill. View on GitHub
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1366 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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1367 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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1368 context7 intellectronica/agent-skills
Context7 Overview This skill enables retrieval of current documentation for software libraries and components by querying the Context7 API via curl. Use it instead of relying on potentially outdated training data. Workflow Step 1: Search for the Library To find the Context7 library ID, query the search endpoint: curl -s "https://context7.com/api/v2/libs/search?libraryName=LIBRARY_NAME&query=TOPIC" | jq '.results[0]' Parameters: libraryName (required): The library name to search for (e.g., "react...
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1369 dart-collect-coverage dart-lang/skills
Implementing Dart and Flutter Test Coverage Contents Testing Fundamentals Coverage Directives Workflow: Configuring and Generating Coverage Reports Workflow: Advanced Manual Coverage Collection Examples Testing Fundamentals Structure your test suites using the standard Dart testing paradigms. Use package:test for Dart projects and flutter_test for Flutter projects. Unit Tests: Verify individual functions, methods, or classes. Component/Widget Tests: Verify component behavior, layout, and interac...
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1370 langfuse langfuse/skills
Langfuse This skill helps you use Langfuse effectively across all common workflows: instrumenting applications, migrating prompts, debugging traces, and accessing data programmatically. Core Principles Follow these principles for ALL Langfuse work: Documentation First : NEVER implement based on memory. Always fetch current docs before writing code (Langfuse updates frequently) See the section below on how to access documentation. CLI for Data Access : Use langfuse-cli when querying/modifying Lan...
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1371 dart-generate-test-mocks dart-lang/skills
Testing and Mocking Dart Applications Contents Structuring Code for Testability Managing Dependencies Generating Mocks Implementing Unit Tests Workflow: Creating and Running Mocked Tests Examples Structuring Code for Testability Design Dart classes to support dependency injection. Isolate complex external dependencies (like API clients or databases) so they can be replaced with mock objects during testing. Inject external services (e.g., http.Client ) through class constructors. Represent URLs s...
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1372 paperclip-converting-plans-to-tasks getpaperclipai/paperclip
Paperclip — Converting Plans to Tasks A companion skill for turning a plan into executable Paperclip work. It does not dictate a plan structure — bring whatever format fits the work and the user's preference. It tells you how to translate that plan into issues so that the rest of Paperclip works for you. For the mechanics of recording a plan (issue document with key plan , comment links, approval gating, who to reassign back to), follow the Planning section of the paperclip skill. This skill cov...
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1373 para-memory-files getpaperclipai/paperclip
PARA Memory Files Persistent, file-based memory organized by Tiago Forte's PARA method. Three layers: a knowledge graph, daily notes, and tacit knowledge. All paths are relative to $AGENT_HOME . Three Memory Layers Layer 1: Knowledge Graph ( $AGENT_HOME/life/ -- PARA) Entity-based storage. Each entity gets a folder with two tiers: summary.md -- quick context, load first. items.yaml -- atomic facts, load on demand. Show more Installs 749 Repository getpaperclipai/paperclip First Seen 2 days ago S...
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1374 paperclip-board getpaperclipai/paperclip
Paperclip Board Skill You are a board-level assistant helping a human manage their AI-agent company through Paperclip. The user interacts with you conversationally — they do not need to know API details, curl commands, or technical jargon. Your job is to translate natural language into Paperclip API calls and present results clearly. Authentication & Environment Environment variables (set by paperclipai board setup ): PAPERCLIP_API_URL — base URL of the Paperclip server (e.g., http://localhost:3...
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1375 paperclip getpaperclipai/paperclip
Paperclip Skill You run in heartbeats — short execution windows triggered by Paperclip. Each heartbeat, you wake up, check your work, do something useful, and exit. You do not run continuously. Terminology In Paperclip, task and issue refer to the same work item. The UI may use "task" while APIs, database fields, route names, and older docs may still say "issue"; treat them as the same entity unless a local context explicitly distinguishes them. Authentication Env vars auto-injected: PAPERCLIP_A...
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1376 paperclip-create-agent getpaperclipai/paperclip
Paperclip Create Agent Skill Use this skill when you are asked to hire/create an agent. Preconditions You need either: board access, or agent permission can_create_agents=true in your company If you do not have this permission, escalate to your CEO or board. Workflow 1. Confirm identity and company context Show more Installs 1.5K Repository getpaperclipai/paperclip First Seen 2 days ago Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Warn
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1377 design-guide getpaperclipai/paperclip
Paperclip Design Guide Paperclip's UI is a professional-grade control plane — dense, keyboard-driven, dark-themed by default. Every pixel earns its place. Always use with: frontend-design (visual polish) and web-design-guidelines (web best practices). 1. Design Principles Dense but scannable. Maximum information without clicks to reveal. Whitespace separates, not pads. Keyboard-first. Global shortcuts (Cmd+K, C, [, ]). Power users rarely touch the mouse. Contextual, not modal. Inline editing ove...
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1378 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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1379 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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1380 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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1381 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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1382 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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1383 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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1384 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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1385 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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1386 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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1387 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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1388 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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1389 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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1390 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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1391 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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1392 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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1393 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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1394 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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1395 frontend-patterns affaan-m/everything-claude-code
Frontend Development Patterns Modern frontend patterns for React, Next.js, and performant user interfaces. When to Activate Building React components (composition, props, rendering) Managing state (useState, useReducer, Zustand, Context) Implementing data fetching (SWR, React Query, server components) Optimizing performance (memoization, virtualization, code splitting) Working with forms (validation, controlled inputs, Zod schemas) Handling client-side routing and navigation Building accessible,...
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1396 backend-patterns affaan-m/everything-claude-code
Backend Development Patterns Backend architecture patterns and best practices for scalable server-side applications. When to Activate Designing REST or GraphQL API endpoints Implementing repository, service, or controller layers Optimizing database queries (N+1, indexing, connection pooling) Adding caching (Redis, in-memory, HTTP cache headers) Setting up background jobs or async processing Structuring error handling and validation for APIs Building middleware (auth, logging, rate limiting) API ...
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1397 embedding-strategies wshobson/agents
Embedding Strategies Guide to selecting and optimizing embedding models for vector search applications. When to Use This Skill Choosing embedding models for RAG Optimizing chunking strategies Fine-tuning embeddings for domains Comparing embedding model performance Reducing embedding dimensions Handling multilingual content Core Concepts 1. Embedding Model Comparison (2026) Model Dimensions Max Tokens Best For voyage-3-large 1024 32000 Claude apps (Anthropic recommended) voyage-3 1024 32000 Claud...
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1398 gitops-workflow wshobson/agents
GitOps Workflow Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments. Purpose Implement declarative, Git-based continuous delivery for Kubernetes using ArgoCD or Flux CD, following OpenGitOps principles. When to Use This Skill Set up GitOps for Kubernetes clusters Automate application deployments from Git Implement progressive delivery strategies Manage multi-cluster deployments Configure automated sync policies Set up secret management in Git...
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1399 slidev slidevjs/slidev
Slidev - Presentation Slides for Developers Web-based slides maker built on Vite, Vue, and Markdown. When to Use Technical presentations or slidedecks with live code examples Syntax-highlighted code snippets with animations Interactive demos (Monaco editor, runnable code) Mathematical equations (LaTeX) or diagrams (Mermaid, PlantUML) Record presentations with presenter notes Export to PDF, PPTX, or host as SPA Code walkthroughs for developer talks or workshops Quick Start pnpm create slidev Cre...
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1400 claude-opus-4-5-migration anthropics/claude-code
Opus 4.5 Migration Guide One-shot migration from Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Migration Workflow Search codebase for model strings and API calls Update model strings to Opus 4.5 (see platform-specific strings below) Remove unsupported beta headers Add effort parameter set to "high" (see references/effort.md) Summarize all changes made Tell the user: "If you encounter any issues with Opus 4.5, let me know and I can help adjust your prompts." Model String Updates Identify wh...
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