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# Skill 仓库 描述 安装量
1051 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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1052 flutter-managing-state flutter/skills
Managing State in Flutter Contents Core Concepts Architecture and Data Flow Workflow: Selecting a State Management Approach Workflow: Implementing MVVM with Provider Examples Core Concepts Flutter's UI is declarative; it is built to reflect the current state of the app ( UI = f(state) ). When state changes, trigger a rebuild of the UI that depends on that state. Distinguish between two primary types of state to determine your management strategy: Ephemeral State (Local State): State contained ne...
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1053 my-issues github/awesome-copilot
Search the current repo (using githubRepo for the repo info) and list any issues you find (using list_issues) that are assigned to me. Suggest issues that I might want to focus on based on their age, the amount of comments, and their status (open/closed).
 9.6K
1054 apple-appstore-reviewer github/awesome-copilot
Apple App Store Review Specialist You are an Apple App Store Review Specialist auditing an iOS app’s source code and metadata from the perspective of an App Store reviewer . Your job is to identify likely rejection risks and optimization opportunities . Specific Instructions You must: Change no code initially. Review the codebase and relevant project files (e.g., Info.plist, entitlements, privacy manifests, StoreKit config, onboarding flows, paywalls, etc.). Produce prioritized, actionable recom...
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1055 python-mcp-server-generator github/awesome-copilot
Generate Python MCP Server Create a complete Model Context Protocol (MCP) server in Python with the following specifications: Requirements Project Structure : Create a new Python project with proper structure using uv Dependencies : Include mcp[cli] package with uv Transport Type : Choose between stdio (for local) or streamable-http (for remote) Tools : Create at least one useful tool with proper type hints Error Handling : Include comprehensive error handling and validation Implementation Detai...
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1056 nano-banana-pro-openrouter github/awesome-copilot
Nano Banana Pro OpenRouter Overview Generate or edit images with OpenRouter using the google/gemini-3-pro-image-preview model. Support prompt-only generation, single-image edits, and multi-image composition. Prompt-only generation uv run {baseDir}/scripts/generate_image.py \ --prompt "A cinematic sunset over snow-capped mountains" \ --filename sunset.png Edit a single image uv run {baseDir}/scripts/generate_image.py \ --prompt "Replace the sky with a dramatic aurora" \ --input-image input.jpg \ ...
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1057 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 ...
 9.6K
1058 parallel-deep-research parallel-web/parallel-agent-skills
Deep Research Research topic: $ARGUMENTS When to use (vs parallel-web-search) ONLY use this skill when the user explicitly requests deep/exhaustive research. Deep research is 10-100x slower and more expensive than parallel-web-search. For normal "research X" requests, quick lookups, or fact-checking, use parallel-web-search instead. Step 1: Start the research parallel-cli research run " $ARGUMENTS " --processor pro-fast --no-wait --json This returns instantly. Do NOT omit --no-wait — without it ...
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1059 hook development anthropics/claude-code
Hook Development for Claude Code Plugins Overview Hooks are event-driven automation scripts that execute in response to Claude Code events. Use hooks to validate operations, enforce policies, add context, and integrate external tools into workflows. Key capabilities: Validate tool calls before execution (PreToolUse) React to tool results (PostToolUse) Enforce completion standards (Stop, SubagentStop) Load project context (SessionStart) Automate workflows across the development lifecycle Hook Typ...
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1060 turborepo antfu/skills
Turborepo Skill Build system for JavaScript/TypeScript monorepos. Turborepo caches task outputs and runs tasks in parallel based on dependency graph. IMPORTANT: Package Tasks, Not Root Tasks DO NOT create Root Tasks. ALWAYS create package tasks. When creating tasks/scripts/pipelines, you MUST: Add the script to each relevant package's package.json Register the task in root turbo.json Root package.json only delegates via turbo run <task> DO NOT put task logic in root package.json . This defeats T...
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1061 python-code-style wshobson/agents
Python Code Style & Documentation Consistent code style and clear documentation make codebases maintainable and collaborative. This skill covers modern Python tooling, naming conventions, and documentation standards. When to Use This Skill Setting up linting and formatting for a new project Writing or reviewing docstrings Establishing team coding standards Configuring ruff, mypy, or pyright Reviewing code for style consistency Creating project documentation Core Concepts 1. Automated Formatting ...
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1062 hallmark nutlope/hallmark
Hallmark A design skill for AI coding assistants. Makes the UIs they generate look made, not generated. Hallmark is opinionated, short, and boring on purpose. It encodes a tight set of rules — drawn from the consensus of the anti-AI-slop design field (impeccable, kami, Anthropic's frontend-design skill, taste-skill, the Claude cookbook on frontend aesthetics, and the 2026 "tactile rebellion" movement) — and refuses to let the model fall back to the defaults every LLM was trained on. The differen...
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1063 flutter-theming-apps flutter/skills
Implementing Flutter Theming and Adaptive Design Contents Core Theming Concepts Material 3 Guidelines Component Theme Normalization Button Styling Platform Idioms & Adaptive Design Workflows Examples Core Theming Concepts Flutter applies styling in a strict hierarchy: styles applied to the specific widget -> themes that override the immediate parent theme -> the main app theme. Define app-wide themes using the theme property of MaterialApp with a ThemeData instance. Override themes for specific ...
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1064 prompt-builder github/awesome-copilot
Professional Prompt Builder You are an expert prompt engineer specializing in GitHub Copilot prompt development with deep knowledge of: Prompt engineering best practices and patterns VS Code Copilot customization capabilities Effective persona design and task specification Tool integration and front matter configuration Output format optimization for AI consumption Your task is to guide me through creating a new .prompt.md file by systematically gathering requirements and generating a complete, ...
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1065 agentic-eval github/awesome-copilot
Agentic Evaluation Patterns Patterns for self-improvement through iterative evaluation and refinement. Overview Evaluation patterns enable agents to assess and improve their own outputs, moving beyond single-shot generation to iterative refinement loops. Generate → Evaluate → Critique → Refine → Output ↑ │ └──────────────────────────────┘ When to Use Quality-critical generation: Code, reports, analysis requiring high accuracy Tasks with clear evaluation ...
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1066 ai-prompt-engineering-safety-review github/awesome-copilot
AI Prompt Engineering Safety Review & Improvement You are an expert AI prompt engineer and safety specialist with deep expertise in responsible AI development, bias detection, security analysis, and prompt optimization. Your task is to conduct comprehensive analysis, review, and improvement of prompts for safety, bias, security, and effectiveness. Follow the comprehensive best practices outlined in the AI Prompt Engineering & Safety Best Practices instruction. Your Mission Analyze the provided p...
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1067 prisma-cli prisma/skills
Prisma CLI Reference Complete reference for all Prisma CLI commands. This skill provides guidance on command usage, options, and best practices for Prisma ORM 7.x. When to Apply Reference this skill when: Setting up a new Prisma project ( prisma init ) Generating Prisma Client ( prisma generate ) Running database migrations ( prisma migrate ) Managing database state ( prisma db push/pull ) Using local development database ( prisma dev ) Debugging Prisma issues ( prisma debug ) Rule Categories by...
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1068 rag-implementation wshobson/agents
RAG Implementation Master Retrieval-Augmented Generation (RAG) to build LLM applications that provide accurate, grounded responses using external knowledge sources. When to Use This Skill Building Q&A systems over proprietary documents Creating chatbots with current, factual information Implementing semantic search with natural language queries Reducing hallucinations with grounded responses Enabling LLMs to access domain-specific knowledge Building documentation assistants Creating research too...
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1069 pdftk-server github/awesome-copilot
PDFtk Server PDFtk Server is a command-line tool for working with PDF documents. It can merge, split, rotate, encrypt, decrypt, watermark, stamp, fill forms, extract metadata, and manipulate PDFs in a variety of ways. When to Use This Skill Merging or joining multiple PDF files into one Splitting or bursting a PDF into individual pages Rotating PDF pages Encrypting or decrypting PDF files Filling PDF form fields from FDF/XFDF data Applying background watermarks or foreground stamps Extracting PD...
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1070 interaction-design wshobson/agents
Interaction Design Create engaging, intuitive interactions through motion, feedback, and thoughtful state transitions that enhance usability and delight users. When to Use This Skill Adding microinteractions to enhance user feedback Implementing smooth page and component transitions Designing loading states and skeleton screens Creating gesture-based interactions Building notification and toast systems Implementing drag-and-drop interfaces Adding scroll-triggered animations Designing hover and f...
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1071 product-marketing coreyhaines31/marketingskills
Product Marketing Context You help users create and maintain a product marketing context document. This captures foundational positioning and messaging information that other marketing skills reference, so users don't repeat themselves. The document is stored at .agents/product-marketing.md . Workflow Step 1: Check for Existing Context First, check if .agents/product-marketing.md already exists. Also check .claude/product-marketing.md and the legacy filename product-marketing-context.md (in eith...
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1072 cro coreyhaines31/marketingskills
Conversion Rate Optimization (CRO) You are a conversion rate optimization expert. Your goal is to analyze marketing pages and provide actionable recommendations to improve conversion rates. Initial Assessment Check for product marketing context first: If .agents/product-marketing.md exists (or .claude/product-marketing.md , or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or s...
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1073 breakdown-feature-prd github/awesome-copilot
Feature PRD Prompt Goal Act as an expert Product Manager for a large-scale SaaS platform. Your primary responsibility is to take a high-level feature or enabler from an Epic and create a detailed Product Requirements Document (PRD). This PRD will serve as the single source of truth for the engineering team and will be used to generate a comprehensive technical specification. Review the user's request for a new feature and the parent Epic, and generate a thorough PRD. If you don't have enough inf...
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1074 create-github-action-workflow-specification github/awesome-copilot
Create GitHub Actions Workflow Specification Create a comprehensive specification for the GitHub Actions workflow: ${input:WorkflowFile} . This specification serves as a specification for the workflow's behavior, requirements, and constraints. It must be implementation-agnostic, focusing on what the workflow accomplishes rather than how it's implemented. AI-Optimized Requirements Token Efficiency : Use concise language without sacrificing clarity Structured Data : Leverage tables, lists, and dia...
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1075 baoyu-imagine jimliu/baoyu-skills
Image Generation (AI SDK) Official API-based image generation. Supports OpenAI, Azure OpenAI, Google, OpenRouter, DashScope (阿里通义万象), Z.AI GLM-Image, MiniMax, Jimeng (即梦), Seedream (豆包) and Replicate providers. Script Directory Agent Execution : {baseDir} = this SKILL.md file's directory Script path = {baseDir}/scripts/main.ts Resolve ${BUN_X} runtime: if bun installed → bun ; if npx available → npx -y bun ; else suggest installing bun Step 0: Load Preferences ⛔ BLOCKING CRITICAL : This step MUS...
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1076 markdown-to-html github/awesome-copilot
Markdown to HTML Conversion Expert skill for converting Markdown documents to HTML using the marked.js library, or writing data conversion scripts; in this case scripts similar to markedJS/marked repository. For custom scripts knowledge is not confined to marked.js , but data conversion methods are utilized from tools like pandoc and gomarkdown/markdown for data conversion; jekyll/jekyll and gohugoio/hugo for templating systems. The conversion script or tool should handle single files, batch con...
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1077 dataverse-python-production-code github/awesome-copilot
System Instructions You are an expert Python developer specializing in the PowerPlatform-Dataverse-Client SDK. Generate production-ready code that: Implements proper error handling with DataverseError hierarchy Uses singleton client pattern for connection management Includes retry logic with exponential backoff for 429/timeout errors Applies OData optimization (filter on server, select only needed columns) Implements logging for audit trails and debugging Includes type hints and docstrings Follo...
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1078 core-web-vitals addyosmani/web-quality-skills
Core Web Vitals optimization Targeted optimization for the three Core Web Vitals metrics that affect Google Search ranking and user experience. The three metrics Metric Measures Good Needs work Poor LCP Loading ≤ 2.5s 2.5s – 4s > 4s INP Interactivity ≤ 200ms 200ms – 500ms > 500ms CLS Visual Stability ≤ 0.1 0.1 – 0.25 > 0.25 Google measures at the 75th percentile — 75% of page visits must meet "Good" thresholds. LCP: Largest Contentful Paint LCP measures when the largest visible content elem...
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1079 insforge-debug insforge/agent-skills
InsForge Debug Diagnose problems in InsForge projects — from frontend SDK errors to backend infrastructure issues. This skill helps you locate problems by running the right commands and surfacing logs/status. It does NOT suggest fixes; hand the diagnostic output to the developer or their agent for repair decisions. Always use npx @insforge/cli — never install the CLI globally. Quick Triage Match the symptom to a scenario, then follow that scenario's steps. Symptom Scenario SDK returns { data: nu...
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1080 sms coreyhaines31/marketingskills
No SKILL.md available for this skill. View on GitHub
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1081 flutter-implementing-navigation-and-routing flutter/skills
Implementing Navigation and Routing in Flutter Contents Core Concepts Implementing Imperative Navigation Implementing Declarative Navigation Implementing Nested Navigation Workflows Examples Core Concepts Routes: In Flutter, screens and pages are referred to as routes . A route is simply a widget. This is equivalent to an Activity in Android or a ViewController in iOS. Navigator vs. Router: Use Navigator (Imperative) for small applications without complex deep linking requirements. It manages a ...
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1082 azure-deployment-preflight github/awesome-copilot
Azure Deployment Preflight Validation This skill validates Bicep deployments before execution, supporting both Azure CLI (az) and Azure Developer CLI (azd) workflows. When to Use This Skill Before deploying infrastructure to Azure When preparing or reviewing Bicep files To preview what changes a deployment will make To verify permissions are sufficient for deployment Before running azd up, azd provision, or az deployment commands Validation Process Follow these steps in order. Continue to the...
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1083 appinsights-instrumentation github/awesome-copilot
AppInsights Instrumentation Guide This skill provides guidance and reference material for instrumenting webapps with Azure Application Insights. ⛔ ADDING COMPONENTS? If the user wants to add App Insights to their app , invoke azure-prepare instead. This skill provides reference material—azure-prepare orchestrates the actual changes. When to Use This Skill User asks how to instrument (guidance, patterns, examples) User needs SDK setup instructions azure-prepare invokes this skill during research ...
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1084 typescript-expert sickn33/antigravity-awesome-skills
TypeScript Expert You are an advanced TypeScript expert with deep, practical knowledge of type-level programming, performance optimization, and real-world problem solving based on current best practices. When invoked: If the issue requires ultra-specific expertise, recommend switching and stop: Deep webpack/vite/rollup bundler internals → typescript-build-expert Complex ESM/CJS migration or circular dependency analysis → typescript-module-expert Type performance profiling or compiler interna...
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1085 resend resend/resend-skills
Resend Quick Send — Node.js import { Resend } from 'resend' ; const resend = new Resend ( process . env . RESEND_API_KEY ) ; const { data , error } = await resend . emails . send ( { from : 'Acme <onboarding@resend.dev>' , to : [ 'delivered@resend.dev' ] , subject : 'Hello World' , html : '<p>Email body here</p>' , } , { idempotencyKey : ` welcome-email/ ${ userId } ` } ) ; if ( error ) { console . error ( 'Failed:' , error . message ) ; return ; } console . log ( 'Sent:' , data . id ) ; Key got...
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1086 changelog-automation wshobson/agents
Changelog Automation Patterns and tools for automating changelog generation, release notes, and version management following industry standards. When to Use This Skill Setting up automated changelog generation Implementing Conventional Commits Creating release note workflows Standardizing commit message formats Generating GitHub/GitLab release notes Managing semantic versioning Core Concepts 1. Keep a Changelog Format Changelog All notable changes to this project will be documented in this file...
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1087 csharp-async github/awesome-copilot
C Async Programming Best Practices Your goal is to help me follow best practices for asynchronous programming in C. Naming Conventions Use the 'Async' suffix for all async methods Match method names with their synchronous counterparts when applicable (e.g., GetDataAsync() for GetData() ) Return Types Return Task<T> when the method returns a value Return Task when the method doesn't return a value Consider ValueTask<T> for high-performance scenarios to reduce allocations Avoid returning void for ...
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1088 react-doctor millionco/react-doctor
React Doctor Scans your React codebase for security, performance, correctness, and architecture issues. Outputs a 0-100 score with actionable diagnostics. Usage npx -y react-doctor@latest . --verbose --diff Workflow Run after making changes to catch issues early. Fix errors first, then re-run to verify the score improved.
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1089 dbs dontbesilent2025/dbskill
dbs：商业工具箱 你是 dontbesilent 商业工具箱的入口。你的唯一任务是：搞清楚用户需要什么，然后把他路由到正确的 skill。 你不做诊断，不做分析，不给建议。你只做路由。 路由表 用户意图信号 路由到 一句话说明 想从多个视角讨论、说"帮我想想"、"听听不同观点"、"几个人讨论一下" /dbs-chatroom 定向聊天室，推荐或指定专家多角色讨论 带着具体商业问题、想看商业模式、说"我有个问题" /dbs-diagnosis 商业模式诊断，消解问题优先于回答问题 想找对标、想模仿谁、说"我该学谁" /dbs-benchmark 对标分析，五重过滤排除一切噪音 选题通过了想知道怎么做内容、说"这个内容怎么做" /dbs-content 内容创作诊断，五维检测 有短视频文案想优化开头、说"开头怎么写" /dbs-hook 短视频开头优化，诊断 + 生成方案 想起小红书标题、说"帮我起个标题"、要写标题 /dbs-xhs-title 小红书标题公式，75 个验证过的爆款公式匹配 发来文案问有没有 AI 味、说"检测一下" /dbs-ai-check AI 写作特征识别，只诊...
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1090 ast-grep ast-grep/agent-skill
ast-grep Code Search Overview This skill helps translate natural language queries into ast-grep rules for structural code search. ast-grep uses Abstract Syntax Tree (AST) patterns to match code based on its structure rather than just text, enabling powerful and precise code search across large codebases. When to Use This Skill Use this skill when users: Need to search for code patterns using structural matching (e.g., "find all async functions that don't have error handling") Want to locate ...
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1091 deployment-pipeline-design wshobson/agents
Deployment Pipeline Design Architecture patterns for multi-stage CI/CD pipelines with approval gates, deployment strategies, and environment promotion workflows. Purpose Design robust, secure deployment pipelines that balance speed with safety through proper stage organization, automated quality gates, and progressive delivery strategies. This skill covers both the structural design of pipeline architecture and the operational patterns for reliable production deployments. Input / Output What You...
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1092 opencli-adapter-author jackwener/opencli
opencli-adapter-author 你是要给一个站点写 adapter 的 agent。这份 skill 目标： 从零到通过 opencli browser verify 的 30 分钟内闭环 。 全程用现有工具： opencli browser * / opencli doctor / opencli browser init / opencli browser verify 。没有新命令。 调试浏览器型 adapter 时，优先直接带上 --live --focus 。这样命令跑完后 automation window 还在，而且在前台，方便你核对最终页面状态，而不是猜是抓数错了还是页面走偏了。 前置：看你落在哪 先拿 coverage-matrix.md 快速自测。三个问题： 数据在浏览器里看得到吗？（否 → 先解决鉴权） 数据是 HTTP/JSON/HTML 吗？（否 → 不在 skill 范围） 需要实时推送吗？（是 → 找同数据 HTTP 接口；没有就放弃） 三个都 yes 继续。 顶层决策树 START │ ▼ ┌────────────────────────...
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1093 mcp-builder mcp-use/mcp-use
MCP Server Development Guide Overview Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Process 🚀 High-Level Workflow Creating a high-quality MCP server involves four main phases: Phase 1: Deep Research and Planning 1.1 Understand Modern MCP Design API Coverage vs. Workflow Tools: Balance comprehensive API endpoint coverag...
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1094 mcp-cli github/awesome-copilot
MCP-CLI Access MCP servers through the command line. MCP enables interaction with external systems like GitHub, filesystems, databases, and APIs. Commands Command Output mcp-cli List all servers and tool names mcp-cli <server> Show tools with parameters mcp-cli <server>/<tool> Get tool JSON schema mcp-cli <server>/<tool> '<json>' Call tool with arguments mcp-cli grep "<glob>" Search tools by name Add -d to include descriptions (e.g., mcp-cli filesystem -d) Workflow Discover: mcp-cli → see av...
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1095 azure-role-selector github/awesome-copilot
Use 'Azure MCP/documentation' tool to find the minimal role definition that matches the desired permissions the user wants to assign to an identity (If no built-in role matches the desired permissions, use 'Azure MCP/extension_cli_generate' tool to create a custom role definition with the desired permissions). Use 'Azure MCP/extension_cli_generate' tool to generate the CLI commands needed to assign that role to the identity and use the 'Azure MCP/bicepschema' and the 'Azure MCP/get_bestpractices...
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1096 meeting-minutes github/awesome-copilot
Meeting Minutes Skill — Short Internal Meetings Purpose / Overview This Skill produces high-quality, consistent meeting minutes for internal meetings that are 60 minutes or shorter. Output is designed to be clear, actionable, and easy to convert into task trackers (e.g., GitHub Issues, Jira). The generated minutes prioritize decisions and action items so teams can move quickly from discussion to execution. When to Use Use this skill when: Internal syncs, standups, design reviews, triage, plannin...
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1097 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...
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1098 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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1099 plantuml-ascii github/awesome-copilot
PlantUML ASCII Art Diagram Generator Overview Create text-based ASCII art diagrams using PlantUML. Perfect for documentation in terminal environments, README files, emails, or any scenario where graphical diagrams aren't suitable. What is PlantUML ASCII Art? PlantUML can generate diagrams as plain text (ASCII art) instead of images. This is useful for: Terminal-based workflows Git commits/PRs without image support Documentation that needs to be version-controlled Environments where graphical...
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1100 langchain-architecture wshobson/agents
LangChain & LangGraph Architecture Master modern LangChain 1.x and LangGraph for building sophisticated LLM applications with agents, state management, memory, and tool integration. When to Use This Skill Building autonomous AI agents with tool access Implementing complex multi-step LLM workflows Managing conversation memory and state Integrating LLMs with external data sources and APIs Creating modular, reusable LLM application components Implementing document processing pipelines Building prod...
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