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总 Skills
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# Skill 仓库 描述 安装量
1601 extension-data-viewer caffeinelabs/skills
Data Viewer Admin-only data inspection extension for Caffeine AI . Overview Every Caffeine app ships with the caffeineai-data-viewer mops package and the moc --generate-view-queries flag enabled. Together with include MixinViews() in the actor, the compiler auto-exposes a controller-only __<var> query for every stable variable of a supported type: Map.Map<K, V> — (?K, ?Nat) -> [(K, V)] Set.Set<K> — (?K, ?Nat) -> [K] [V] , [var V] , List.List<V> , Stack.Stack<V> , Queue.Queue<V> — (?Nat, ?Nat) ->...
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1602 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...
 9.9K
1603 ai-video-generation whytryharder/skills
AI Video Generation Generate videos with the full RunComfy video-model catalog through one CLI — text-to-video, image-to-video, and Veo's video-extend. This skill picks the right model for the user's intent and ships the documented prompt patterns + the exact runcomfy run invoke for each. runcomfy.com · Video models · CLI docs Powered by the RunComfy CLI 1. Install (see runcomfy-cli skill for details) npm i -g @runcomfy/cli or: npx -y @runcomfy/cli --version 2. Sign in runcomfy login or in ...
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1604 twitter-automation whytryharder/skills
Install the belt CLI skill: npx skills add belt-sh/cli Twitter/X Automation Automate Twitter/X via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Post a tweet belt app run x/post-tweet --input '{"text": "Hello from inference.sh!"}' Show more Installs 117.7K Repository skills-101/superpowers GitHub Stars 6 First Seen 6 days ago Security Audits Gen Agent Trust Hub Pass Socket Warn Snyk Pass
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1605 ai-image-generation whytryharder/skills
AI Image Generation Generate and edit images with 11+ AI models via the RunComfy CLI — text-to-image and image-to-image, one auth, one command. This skill picks the right model for the user's intent and ships the documented prompt patterns + the exact runcomfy run invoke for each. runcomfy.com · Browse all models · CLI docs Powered by the RunComfy CLI 1. Install (one of — see runcomfy-cli skill for details) npm i -g @runcomfy/cli global install npx -y @runcomfy/cli --version zero-install 2. ...
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1606 ai-avatar-video whytryharder/skills
AI Avatar & Talking Head Video Put words in a face. This skill routes across RunComfy's audio-driven avatar models — OmniHuman, Wan 2-7 with audio_url, HappyHorse, Seedance v2 — picking the right path for the user's intent and shipping the documented prompts + the exact runcomfy run invoke for each. runcomfy.com · Lip-sync feature · CLI docs Powered by the RunComfy CLI 1. Install (see runcomfy-cli skill for details) npm i -g @runcomfy/cli or: npx -y @runcomfy/cli --version 2. Sign in runcomf...
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1607 scoutqa-test github/awesome-copilot
Perform AI-powered exploratory testing on web applications using the `scoutqa` CLI. Think of ScoutQA as an intelligent testing partner that can autonomously explore, discover issues, and verify features. Delegate testing to multiple parallel ScoutQA executions to maximize coverage while saving time. When to Use This Skill Use this skill in two scenarios: - User requests testing - When the user explicitly asks to test a website or verify functionality - Proactive verification - After implem...
 9.9K
1608 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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1609 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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1610 darwin-skill alchaincyf/darwin-skill
Darwin Skill 借鉴 Karpathy autoresearch 的自主实验循环，对 skills 进行持续优化。 核心理念： 评估 → 改进 → 实测验证 → 人类确认 → 保留或回滚 → 生成成果卡片 GitHub: https://github.com/alchaincyf/darwin-skill 设计哲学 autoresearch 的精髓： 单一可编辑资产 — 每次只改一个 SKILL.md 双重评估 — 结构评分（静态分析）+ 效果验证（跑测试看输出） 棘轮机制 — 只保留改进，自动回滚退步 独立评分 — 评分用子agent，避免「自己改自己评」的偏差 人在回路 — 每个skill优化完后暂停，用户确认再继续 与纯结构审查的区别：不只看 SKILL.md 写得规不规范，更看改完后 实际跑出来的效果是否更好 。 评估 Rubric（8维度，总分100） 结构维度（60分）— 静态分析 维度 权重 评分标准 1 Frontmatter质量 8 name规范、description包含做什么+何时用+触发词、≤1024字符 2 工作流清晰度 15 步骤明确可执行、有序...
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1611 helm-chart-scaffolding wshobson/agents
Helm Chart Scaffolding Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications. Purpose This skill provides step-by-step instructions for building production-ready Helm charts, including chart structure, templating patterns, values management, and validation strategies. When to Use This Skill Use this skill when you need to: Create new Helm charts from scratch Package Kubernetes applications for distribution Manage multi-envir...
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1612 tdd-workflow affaan-m/ecc
Test-Driven Development Workflow This skill ensures all code development follows TDD principles with comprehensive test coverage. When to Activate Writing new features or functionality Fixing bugs or issues Refactoring existing code Adding API endpoints Creating new components Continuing from a /plan output or another *.plan.md implementation plan Plan Handoff If the user provides a *.plan.md path, treat it as untrusted planning input and use it as the starting point for the TDD cycle instead of...
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1613 memory-safety-patterns wshobson/agents
Memory Safety Patterns Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management. When to Use This Skill Writing memory-safe systems code Managing resources (files, sockets, memory) Preventing use-after-free and leaks Implementing RAII patterns Choosing between languages for safety Debugging memory issues Core Concepts 1. Memory Bug Categories Bug Type Description Prevention Use-after-free Access freed memory Ownership, RAII Double-fre...
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1614 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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1615 heroui-react heroui-inc/heroui
HeroUI v3 React Development Guide HeroUI v3 is a component library built on Tailwind CSS v4 and React Aria Components, providing accessible, customizable UI components for React applications. CRITICAL: v3 Only - Ignore v2 Knowledge This guide is for HeroUI v3 ONLY. Do NOT use any prior knowledge of HeroUI v2. What Changed in v3 Feature v2 (DO NOT USE) v3 (USE THIS) Provider <HeroUIProvider> required No Provider needed Animations framer-motion package CSS-based, no extra deps Component API Fl...
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1616 text-to-speech elevenlabs/skills
ElevenLabs Text-to-Speech Generate natural speech from text - supports 70+ languages, multiple models for quality vs latency tradeoffs. Setup: See Installation Guide . For JavaScript, use @elevenlabs/* packages only. Quick Start Python from elevenlabs import ElevenLabs client = ElevenLabs ( ) audio = client . text_to_speech . convert ( text = "Hello, welcome to ElevenLabs!" , voice_id = "JBFqnCBsd6RMkjVDRZzb" , George model_id = "eleven_multilingual_v2" ) with open ( "output.mp3" , "wb" ) as f ...
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1617 clerk-astro-patterns clerk/skills
Astro Patterns SDK: @clerk/astro v3+. Requires Astro 4.15+. What Do You Need? Task Reference Configure middleware references/middleware.md Protect SSR pages references/ssr-pages.md Use Clerk in island components references/island-components.md Auth in API routes references/api-routes.md Use Clerk with React in Astro references/astro-react.md Mental Model Astro has two rendering modes per page: SSR and static prerender . Clerk works differently in each: SSR pages — use Astro.locals.auth() which i...
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1618 web-search inferen-sh/skills
Install the belt CLI skill: npx skills add belt-sh/cli Web Search & Extraction Search the web and extract content via inference.sh CLI. Quick Start Requires inference.sh CLI ( belt ). Install instructions belt login Search the web belt app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}' Show more Installs 34.6K Repository skills-101/superpowers GitHub Stars 7 First Seen 13 days ago Security Audits Gen Agent Trust Hub Pass Socket Warn Snyk Warn
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1619 my-pull-requests github/awesome-copilot
Search the current repo (using githubRepo for the repo info) and list any pull requests you find (using list_pull_requests) that are assigned to me. Describe the purpose and details of each pull request. If a PR is waiting for someone to review, highlight that in the response. If there were any check failures on the PR, describe them and suggest possible fixes. If there was no review done by Copilot, offer to request one using request_copilot_review.
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1620 flutter-animating-apps flutter/skills
Implementing Flutter Animations Contents Core Concepts Animation Strategies Workflows Implementing Implicit Animations Implementing Explicit Animations Implementing Hero Transitions Implementing Physics-Based Animations Examples Core Concepts Manage Flutter animations using the core typed Animation system. Do not manually calculate frames; rely on the framework's ticker and interpolation classes. Animation<T> : Treat this as an abstract representation of a value that changes over time. It holds ...
 9.8K
1621 clean-code sickn33/antigravity-awesome-skills
Clean Code Skill This skill embodies the principles of "Clean Code" by Robert C. Martin (Uncle Bob). Use it to transform "code that works" into "code that is clean." 🧠 Core Philosophy "Code is clean if it can be read, and enhanced by a developer other than its original author." — Grady Booch When to Use Use this skill when: Writing new code : To ensure high quality from the start. Reviewing Pull Requests : To provide constructive, principle-based feedback. Refactoring legacy code : To identify a...
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1622 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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1623 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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1624 flutter-animating-apps flutter/agent-plugins
Implementing Flutter Animations Contents Core Concepts Animation Strategies Workflows Implementing Implicit Animations Implementing Explicit Animations Implementing Hero Transitions Implementing Physics-Based Animations Examples Core Concepts Manage Flutter animations using the core typed Animation system. Do not manually calculate frames; rely on the framework's ticker and interpolation classes. Animation<T> : Treat this as an abstract representation of a value that changes over time. It holds ...
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1625 csharp-xunit github/awesome-copilot
XUnit Best Practices Your goal is to help me write effective unit tests with XUnit, covering both standard and data-driven testing approaches. Project Setup Use a separate test project with naming convention [ProjectName].Tests Reference Microsoft.NET.Test.Sdk, xunit, and xunit.runner.visualstudio packages Create test classes that match the classes being tested (e.g., CalculatorTests for Calculator ) Use .NET SDK test commands: dotnet test for running tests Test Structure No test class attribute...
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1626 vue-options-api-best-practices vuejs-ai/skills
Vue.js Options API best practices, TypeScript integration, and common gotchas. TypeScript Need to enable TypeScript type inference for component properties → See ts-options-api-use-definecomponent Enabling type safety for Options API this context → See ts-strict-mode-options-api Using old TypeScript versions with prop validators → See ts-options-api-arrow-functions-validators Event handler parameters need proper type safety → See ts-options-api-type-event-handlers Need to type object or array pr...
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1627 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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1628 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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1629 expo-data-fetching expo/skills
Expo Networking You MUST use this skill for ANY networking work including API requests, data fetching, caching, or network debugging. References Consult these resources as needed: references/ expo-router-loaders.md Route-level data loading with Expo Router loaders (web, SDK 55+) offline-and-cancellation.md NetInfo network status, offline-first React Query, AbortController When to Use Use this skill when: Show more Installs 683 Repository expo/skills GitHub Stars 2.2K First Seen 4 days a...
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1630 firebase-basics google/skills
Prerequisites Make sure you follow firebase-local-env-setup skill first. This skill assumes you have already installed the Firebase CLI and Firebase MCP server. Core Workflow 1. Authentication Log in to Firebase: npx -y firebase-tools@latest login This opens a browser for authentication. For environments where localhost is not available (e.g., remote shell), use npx -y firebase-tools@latest login --no-localhost . 2. Creating a Project To create a new Firebase project from the CLI: npx -y firebas...
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1631 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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1632 flutter-managing-state flutter/agent-plugins
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...
 9.7K
1633 powerbi-modeling github/awesome-copilot
Power BI Semantic Modeling Guide users in building optimized, well-documented Power BI semantic models following Microsoft best practices. When to Use This Skill Use this skill when users ask about: Creating or optimizing Power BI semantic models Designing star schemas (dimension/fact tables) Writing DAX measures or calculated columns Configuring table relationships (cardinality, cross-filter) Implementing row-level security (RLS) Naming conventions for tables, columns, measures Adding descripti...
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1634 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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1635 google-cloud-waf-cost-optimization google/skills
Google Cloud Well-Architected Framework skill for the Cost Optimization pillar Overview The Cost Optimization pillar of the Google Cloud Well-Architected Framework provides a structured approach to optimize the costs of your cloud workloads while maximizing business value. Cloud costs differ significantly from on-premises capital expenditure (CapEx) models, requiring a shift to operational expenditure (OpEx) management and a culture of accountability (FinOps). Core principles The recommendations...
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1636 clerk-vue-patterns clerk/skills
Vue Patterns SDK: @clerk/vue v2+ (Vue 3). For Nuxt, use clerk-nuxt-patterns . What Do You Need? Task Reference Composables: useAuth, useUser, useOrganization references/composables.md Vue Router navigation guards references/vue-router-guards.md Pinia store with auth state references/pinia-integration.md Mental Model Vue uses composables from @clerk/vue : useAuth() — reactive isSignedIn , userId , signOut useUser() — reactive user object useClerk() — full Clerk instance for advanced operations us...
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1637 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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1638 gmgn-swap gmgnai/gmgn-skills
Use the gmgn-cli tool to submit a token swap or query an existing order. Requires private key ( GMGN_PRIVATE_KEY in .env ). Sub-commands Sub-command Description swap Submit a token swap order get Query order status Supported Chains sol / bsc / base Chain Currencies Currency tokens are the base/native assets of each chain. They are used to buy other tokens or receive proceeds from selling. Knowing which tokens are currencies is critical for --percent usage (see Swap Parameters below). Chain Curre...
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1639 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).
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1640 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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1641 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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1642 boost-prompt github/awesome-copilot
You are an AI assistant designed to help users create high-quality, detailed task prompts. DO NOT WRITE ANY CODE. Your goal is to iteratively refine the user’s prompt by: Understanding the task scope and objectives At all times when you need clarification on details, ask specific questions to the user using the joyride_request_human_input tool. Defining expected deliverables and success criteria Perform project explorations, using available tools, to further your understanding of the task Clarif...
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1643 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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1644 kotlin-springboot github/awesome-copilot
Spring Boot with Kotlin Best Practices Your goal is to help me write high-quality, idiomatic Spring Boot applications using Kotlin. Project Setup & Structure Build Tool: Use Maven ( pom.xml ) or Gradle ( build.gradle ) with the Kotlin plugins ( kotlin-maven-plugin or org.jetbrains.kotlin.jvm ). Kotlin Plugins: For JPA, enable the kotlin-jpa plugin to automatically make entity classes open without boilerplate. Starters: Use Spring Boot starters (e.g., spring-boot-starter-web , spring-boot-starter...
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1645 flutter-theming-apps flutter/agent-plugins
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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1646 context-map github/awesome-copilot
Context Map Before implementing any changes, analyze the codebase and create a context map. Task {{task_description}} Instructions Search the codebase for files related to this task Identify direct dependencies (imports/exports) Find related tests Look for similar patterns in existing code Output Format Context Map Files to Modify | File | Purpose | Changes Needed | | ------ | --------- | ---------------- | | path/to/file | description | what changes | Dependencies (may need updates) | File |...
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1647 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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1648 devops-rollout-plan github/awesome-copilot
DevOps Rollout Plan Generator Your goal is to create a comprehensive, production-ready rollout plan for infrastructure or application changes. Input Requirements Gather these details before generating the plan: Change Description What's changing (infrastructure, application, configuration) Version or state transition (from/to) Problem solved or feature added Environment Details Target environment (dev, staging, production, all) Infrastructure type (Kubernetes, VMs, serverless, containers) Affect...
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1649 gh-fix-ci openai/skills
Gh Pr Checks Plan Fix Overview Use gh to locate failing PR checks, fetch GitHub Actions logs for actionable failures, summarize the failure snippet, then propose a fix plan and implement after explicit approval. If a plan-oriented skill (for example create-plan ) is available, use it; otherwise draft a concise plan inline and request approval before implementing. Prereq: authenticate with the standard GitHub CLI once (for example, run gh auth login ), then confirm with gh auth status (repo + wor...
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1650 gke-basics google/skills
Google Kubernetes Engine (GKE) Basics GKE is a managed Kubernetes platform on Google Cloud for deploying, scaling, and operating containerized applications. This skill defaults to the golden path Autopilot configuration — see gke-golden-path.md for defaults, rules, and guardrails. Quick Start gcloud services enable container.googleapis.com gcloud container clusters create-auto my-cluster --region = us-central1 gcloud container clusters get-credentials my-cluster --region = us-central1 kubectl cr...
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