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# Skill 仓库 描述 安装量
2401 first-ask github/awesome-copilot
Act Informed: First understand together with the human, then do You are a curious and thorough AI assistant designed to help carry out tasks with high-quality, by being properly informed. You are powered by the joyride_request_human_input tool and you use it as a key part of your process in gathering information about the task. Understanding the task scope and objectives At all times when you need clarification on details, ask specific questions to the user using the joyride_request_human_input ...
 8.8K
2402 typespec-api-operations github/awesome-copilot
Add TypeSpec API Operations Add RESTful operations to an existing TypeSpec API plugin for Microsoft 365 Copilot. Adding GET Operations Simple GET - List All Items / * List all items. */ @ route ( "/items" ) @ get op listItems ( ) : Item [ ] ; GET with Query Parameter - Filter Results / * List items filtered by criteria. * @param userId Optional user ID to filter items */ @ route ( "/items" ) @ get op listItems ( @ query userId ? : integer ) : Item [ ] ; GET with Path Parameter - Get Single Item ...
 8.8K
2403 structured-autonomy-implement github/awesome-copilot
You are an implementation agent responsible for carrying out the implementation plan without deviating from it. Only make the changes explicitly specified in the plan. If the user has not passed the plan as an input, respond with: "Implementation plan is required." Follow the workflow below to ensure accurate and focused implementation.
 8.8K
2404 suggest-awesome-github-copilot-agents github/awesome-copilot
Suggest Awesome GitHub Copilot Custom Agents Analyze current repository context and suggest relevant Custom Agents files from the GitHub awesome-copilot repository that are not already available in this repository. Custom Agent files are located in the agents folder of the awesome-copilot repository. Process Fetch Available Custom Agents : Extract Custom Agents list and descriptions from awesome-copilot README.agents.md . Must use fetch tool. Scan Local Custom Agents : Discover existing custom a...
 8.8K
2405 tldr-prompt github/awesome-copilot
TLDR Prompt Overview You are an expert technical documentation specialist who creates concise, actionable tldr summaries following the tldr-pages project standards. You MUST transform verbose GitHub Copilot customization files (prompts, agents, instructions, collections), MCP server documentation, or Copilot documentation into clear, example-driven references for the current chat session. [!IMPORTANT] You MUST provide a summary rendering the output as markdown using the tldr template format. You...
 8.8K
2406 java-mcp-server-generator github/awesome-copilot
Java MCP Server Generator Generate a complete, production-ready MCP server in Java using the official Java SDK with Maven or Gradle. Project Generation When asked to create a Java MCP server, generate a complete project with this structure: my-mcp-server/ ├── pom.xml (or build.gradle.kts) ├── src/ │ ├── main/ │ │ ├── java/ │ │ │ └── com/example/mcp/ │ │ │ ├── McpServerApplication.java │ │ │ ├── config/ │ │ │ │ └── ServerConfiguration.java │ │ │ ...
 8.8K
2407 swift-mcp-server-generator github/awesome-copilot
Swift MCP Server Generator Generate a complete, production-ready MCP server in Swift using the official Swift SDK package. Project Generation When asked to create a Swift MCP server, generate a complete project with this structure: my-mcp-server/ ├── Package.swift ├── Sources/ │ └── MyMCPServer/ │ ├── main.swift │ ├── Server.swift │ ├── Tools/ │ │ ├── ToolDefinitions.swift │ │ └── ToolHandlers.swift │ ├── Resources/ │ │ ├── ResourceDefinitions.sw...
 8.8K
2408 suggest-awesome-github-copilot-instructions github/awesome-copilot
Suggest Awesome GitHub Copilot Instructions Analyze current repository context and suggest relevant copilot-instruction files from the GitHub awesome-copilot repository that are not already available in this repository. Process Fetch Available Instructions : Extract instruction list and descriptions from awesome-copilot README.instructions.md . Must use fetch tool. Scan Local Instructions : Discover existing instruction files in .github/instructions/ folder Extract Descriptions : Read front matt...
 8.8K
2409 fabric-lakehouse github/awesome-copilot
When to Use This Skill Use this skill when you need to: Generate a document or explanation that includes definition and context about Fabric Lakehouse and its capabilities. Design, build, and optimize Lakehouse solutions using best practices. Understand the core concepts and components of a Lakehouse in Microsoft Fabric. Learn how to manage tabular and non-tabular data within a Lakehouse. Fabric Lakehouse Core Concepts What is a Lakehouse? Lakehouse in Microsoft Fabric is an item that gives user...
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2410 gen-specs-as-issues github/awesome-copilot
Product Manager Assistant: Feature Identification and Specification This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation. 1. Project Understanding Phase Review the project structure to understand its organization Read the README.md and other documentation files to understand the project's core functionality Identify the existing implementation status by examining: Main entry points (CLI, API, U...
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2411 customs-trade-compliance affaan-m/ecc
Customs & Trade Compliance Role and Context You are a senior trade compliance specialist with 15+ years managing customs operations across US, EU, UK, and Asia-Pacific jurisdictions. You sit at the intersection of importers, exporters, customs brokers, freight forwarders, government agencies, and legal counsel. Your systems include ACE (Automated Commercial Environment), CHIEF/CDS (UK), ATLAS (DE), customs broker portals, denied party screening platforms, and ERP trade management modules. Your j...
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2412 mcp-server-patterns affaan-m/ecc
MCP Server Patterns The Model Context Protocol (MCP) lets AI assistants call tools, read resources, and use prompts from your server. Use this skill when building or maintaining MCP servers. The SDK API evolves; check Context7 (query-docs for "MCP") or the official MCP documentation for current method names and signatures. For the broader routing decision of when a capability should be a rule, a skill, MCP, or a plain CLI/API workflow, see docs/capability-surface-selection.md . When to Use Use w...
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2413 git-workflow affaan-m/ecc
Git Workflow When to use this skill Creating meaningful commit messages Managing branches Merging code Resolving conflicts Collaborating with team Git best practices Instructions Step 1: Branch management Create feature branch : Create and switch to new branch git checkout -b feature/feature-name Or create from specific commit git checkout -b feature/feature-name < commit-hash > Naming conventions : feature/description : New features bugfix/description : Bug fixes hotfix/description : Urgent f...
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2414 emblem-ai-agent-wallet emblemcompany/agent-skills
EmblemAI Agent Wallet Connect to EmblemAI - EmblemVault's wallet-aware assistant for balances, addresses, portfolio snapshots, recent activity, and operator-confirmed wallet actions across supported chains. Browser auth, streaming responses, profile-scoped local state, x402 support, and PAYG controls. In one sentence: Emblem is the easiest way to give your agent a wallet with profile-scoped local auth, zero-config agent provisioning, and review-first guidance for value-moving actions. Requires t...
 8.8K
2415 emblem-ai-prompt-examples emblemcompany/agent-skills
EmblemAI Prompt Examples Use this skill when the user wants example prompts, wording patterns, or sample requests for end-user EmblemAI workflows rather than SDK, React, or app implementation details. Security & Trust Model This skill provides curated prompt examples and phrasing guidance. It inherently references: Financial operations (W009): Example prompts cover trading, DeFi, portfolio review, cross-chain transfers, and prediction markets. These are reference prompts only — they demonstrate ...
 8.8K
2416 emblem-ai-react emblemcompany/agent-skills
EmblemAI React Use this skill when the user wants to integrate EmblemAI into a React app rather than only use the CLI or low-level SDKs. In one sentence: this is the easiest way to add user management and wallet-enabled accounts to a React app. Security & Trust Model This skill generates React code that integrates with EmblemAI's authentication and wallet infrastructure. It inherently involves: Third-party data (W011): Migrate.fun React hooks ( useProject , useProjects ) fetch project and token ...
 8.8K
2417 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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2418 agent-device callstackincubator/agent-device
agent-device For an ordinary app-driving task with a known app or bundle id, start directly. Do not run --help , --version , appstate , or snapshot first: agent-device open < app > --foreground open <app> --foreground keeps normal configured target selection and returns the initial interactive snapshot in the same call. Continue from its current refs. Prefer a concrete @eN ref from the current snapshot over a broad mutation selector. When a response prints a pinned ref such as @e12~s42 — includi...
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2419 pdf-extraction claude-office-skills/skills
PDF Extraction Skill Overview This skill enables precise extraction of text, tables, and metadata from PDF documents using pdfplumber - the go-to library for PDF data extraction. Unlike basic PDF readers, pdfplumber provides detailed character-level positioning, accurate table detection, and visual debugging. How to Use Provide the PDF file you want to extract from Specify what you need: text, tables, images, or metadata I'll generate pdfplumber code and execute it Example prompts: "Extract all ...
 8.8K
2420 fal-ai-media affaan-m/ecc
fal.ai Media Generation Drift-prone skill. fal.ai model IDs, pricing, inputs, and MCP tool names change quickly. Search or fetch the current model metadata before promising a specific model, parameter, output format, or cost. Generate images, videos, and audio using fal.ai models via MCP. When to Activate User wants to generate images from text prompts Creating videos from text or images Generating speech, music, or sound effects Any media generation task User says "generate image", "create vide...
 8.8K
2421 codegen vercel-labs/json-render
@json-render/codegen Framework-agnostic utilities for generating code from json-render UI trees. Use these to build custom code exporters for Next.js, Remix, or other frameworks. Installation npm install @json-render/codegen Tree Traversal import { traverseSpec , collectUsedComponents , collectStatePaths , collectActions , } from "@json-render/codegen" ; // Walk the spec depth-first traverseSpec ( spec , ( element , key , depth , parent ) => { console . log ( ` ${ " " . repeat ( depth * 2 ) } ${...
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2422 enterprise-agent-ops affaan-m/ecc
Enterprise Agent Ops Use this skill for cloud-hosted or continuously running agent systems that need operational controls beyond single CLI sessions. Operational Domains runtime lifecycle (start, pause, stop, restart) observability (logs, metrics, traces) safety controls (scopes, permissions, kill switches) change management (rollout, rollback, audit) Baseline Controls immutable deployment artifacts least-privilege credentials environment-level secret injection hard timeout and retry budgets aud...
 8.8K
2423 browser-qa affaan-m/ecc
Browser QA — Automated Visual Testing & Interaction When to Use After deploying a feature to staging/preview When you need to verify UI behavior across pages Before shipping — confirm layouts, forms, interactions actually work When reviewing PRs that touch frontend code Accessibility audits and responsive testing How It Works Uses the browser automation MCP (claude-in-chrome, Playwright, or Puppeteer) to interact with live pages like a real user. Safety first — blast radius (run read-only by def...
 8.8K
2424 inventory-demand-planning affaan-m/ecc
Inventory Demand Planning Role and Context You are a senior demand planner at a multi-location retailer operating 40–200 stores with regional distribution centers. You manage 300–800 active SKUs across categories including grocery, general merchandise, seasonal, and promotional assortments. Your systems include a demand planning suite (Blue Yonder, Oracle Demantra, or Kinaxis), an ERP (SAP, Oracle), a WMS for DC-level inventory, POS data feeds at the store level, and vendor portals for purchase ...
 8.8K
2425 fallow fallow-rs/fallow-skills
Fallow: codebase intelligence for JavaScript and TypeScript Codebase intelligence for JavaScript and TypeScript. The free static layer finds unused code, circular dependencies, code duplication, complexity hotspots, architecture boundary violations, and feature flag patterns. The optional paid runtime layer (Fallow Runtime) merges production execution data into the same fallow health report for hot-path review, cold-path deletion confidence, and stale-flag evidence. 90 framework plugins, zero co...
 8.8K
2426 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...
 8.8K
2427 kotlin-ktor-patterns affaan-m/ecc
Ktor Server Patterns Comprehensive Ktor patterns for building robust, maintainable HTTP servers with Kotlin coroutines. When to Activate Building Ktor HTTP servers Configuring Ktor plugins (Auth, CORS, ContentNegotiation, StatusPages) Implementing REST APIs with Ktor Setting up dependency injection with Koin Writing Ktor integration tests with testApplication Working with WebSockets in Ktor Application Structure Standard Ktor Project Layout Show more Installs 1.5K Repository affaan-m/ecc GitHub ...
 8.8K
2428 clickhouse-architecture-advisor clickhouse/agent-skills
ClickHouse Architecture Advisor This skill adds workload-aware architecture decisioning on top of clickhouse-best-practices . Official docs remain the source of truth. This skill must always prefer official ClickHouse documentation when available. Required behavior Before producing recommendations: Identify the workload shape observability security / SIEM product analytics IoT / telemetry market data / financial services mixed OLAP with point-lookups Read the relevant decision rule files in rule...
 8.8K
2429 api-security-best-practices sickn33/agentic-awesome-skills
API Security Best Practices Overview Guide developers in building secure APIs by implementing authentication, authorization, input validation, rate limiting, and protection against common vulnerabilities. This skill covers security patterns for REST, GraphQL, and WebSocket APIs. When to Use This Skill Use when designing new API endpoints Use when securing existing APIs Use when implementing authentication and authorization Use when protecting against API attacks (injection, DDoS, etc.) Use when ...
 8.8K
2430 resume-section-builder paramchoudhary/resumeskills
Resume Section Builder When to Use This Skill Use this skill when the user: Needs help with specific resume sections Wants to optimize a particular part of their resume Is unsure what to include in a section Needs section-specific guidance Mentions: "resume sections", "skills section", "summary section", "experience section", "what to include" Core Capabilities Build targeted professional summaries Structure skills sections effectively Optimize experience sections Create education sections appro...
 8.8K
2431 web-app-penetration-testing usestrix/strix
Pentest a web application Black-box (and optionally source-assisted) penetration testing of a running web app with Strix's autonomous agents. Every reported finding is validated with a working exploit, so there are no signature-based false positives to triage. Install, LLM setup, all CLI flags, and the managed-cloud alternative are covered in the penetration-testing-with-strix skill — read it if the target is not a running web app, or if strix --version fails. This skill is the web-app-specific ...
 8.8K
2432 semgrep trailofbits/skills
Semgrep Static Analysis When to Use Semgrep Ideal scenarios: Quick security scans (minutes, not hours) Pattern-based bug detection Enforcing coding standards and best practices Finding known vulnerability patterns Single-file analysis without complex data flow First-pass analysis before deeper tools Consider CodeQL instead when: Need interprocedural taint tracking across files Complex data flow analysis required Analyzing custom proprietary frameworks When NOT to Use Do NOT use this skill f...
 8.8K
2433 find-security-vulnerabilities-in-code usestrix/strix
Find security vulnerabilities in code White-box security review with Strix: the agents read the source to build a model of routes, sinks, and authorization checks, then attempt real exploitation. Findings come with a proof-of-concept, so the output is a short list of proven issues rather than the hundreds of "potential" hits a pattern-matching scanner produces. Install, LLM setup, all flags, and the managed-cloud path are in the penetration-testing-with-strix skill. Run it Local working tree st...
 8.8K
2434 owasp-top-10-testing usestrix/strix
Test against the OWASP Top 10 The OWASP Top 10 is a taxonomy of risk categories, not a test suite — "OWASP Top 10 testing" means exercising each category against the real application and reporting what's actually exploitable. Strix's agents do the exploitation; this skill covers running it category-by-category and reporting coverage honestly. Use the current edition: OWASP Top 10:2025 (8th installment, superseding 2021). Ask the user before targeting an older edition — some compliance checklists...
 8.8K
2435 design tw93/waza
Design Unified design skill: brand, tokens, UI, logo, CIP, slides, banners, social photos, icons. When to Use Brand identity, voice, assets Design system tokens and specs UI styling with shadcn/ui + Tailwind Logo design and AI generation Corporate identity program (CIP) deliverables Presentations and pitch decks Banner design for social media, ads, web, print Social photos for Instagram, Facebook, LinkedIn, Twitter, Pinterest, TikTok Sub-skill Routing Show more Installs 9.2K Repository nextlevel...
 8.7K
2436 flutter-caching-data flutter/agent-plugins
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...
 8.7K
2437 structured-autonomy-generate github/awesome-copilot
You are a PR implementation plan generator that creates complete, copy-paste ready implementation documentation. Your SOLE responsibility is to: Accept a complete PR plan (plan.md in plans/{feature-name}/) Extract all implementation steps from the plan Generate comprehensive step documentation with complete code Save plan to: plans/{feature-name}/implementation.md Follow the below to generate and save implementation files for each step in the plan. Step 1: Parse Plan & Research Codebase Read th...
 8.7K
2438 dataverse-python-quickstart github/awesome-copilot
You are assisting with Microsoft Dataverse SDK for Python (preview). Generate concise Python snippets that: Install the SDK (pip install PowerPlatform-Dataverse-Client) Create a DataverseClient with InteractiveBrowserCredential Show CRUD single-record operations Show bulk create and bulk update (broadcast + 1:1) Show retrieve-multiple with paging (top, page_size) Optionally demonstrate file upload to a File column Keep code aligned with official examples and avoid unannounced preview features.
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2439 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...
 8.7K
2440 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...
 8.7K
2441 mcp-create-adaptive-cards github/awesome-copilot
--- mode: 'agent' tools: ['changes', 'search/codebase', 'edit/editFiles', 'problems'] description: 'Add Adaptive Card response templates to MCP-based API plugins for visual data presentation in Microsoft 365 Copilot' model: 'gpt-4.1' tags: [mcp, adaptive-cards, m365-copilot, api-plugin, response-templates] --- Create Adaptive Cards for MCP Plugins Add Adaptive Card response templates to MCP-based API plugins to enhance how data is presented visually in Microsoft 365 Copilot. Adaptive Card Type...
 8.7K
2442 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, ...
 8.7K
2443 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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2444 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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2445 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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2446 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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2447 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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2448 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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2449 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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2450 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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