Claude Code, Cursor, Windsurf용 커뮤니티 utilities AI Agent Skills 모음입니다. 개발자 워크플로 자동화에 초점을 둡니다.
이 페이지는 개발자에게 실제 가치가 있는 커뮤니티 제작 MCP 도구와 통합을 소개합니다. 유지보수가 활발하고 활용 시나리오가 분명한 프로젝트를 중심으로, 코딩 보조부터 자동화 유틸리티까지 다룹니다. 팀 스택에서 커뮤니티 옵션을 검토할 때 출발점으로 사용할 수 있습니다.
Once the install path is clear, move into the solution, CLI, or editorial surface that best matches this collection. That keeps platform, framework, and operations demand narrowing into a more verifiable high-intent journey.
A practical bridge into command behavior, sync rules, and what operators should validate after installation.
CLI documentation proves the site has operational depth beyond discovery wrappers.
A scenario page for users who already know the workflow problem they need to solve.
High-intent solution pages are safer recovery surfaces than broad skill detail expansion.
Comprehensive guide for building production-ready MCP (Model Context Protocol) servers. Covers both FastMCP (Python) and MCP SDK (Node/TypeScript) implementations with practical examples, best practices, error handling, testing strategies, security guidelines, and real-world integration patterns.
Use this skill when the user asks to work with GitHub from the command line using gh CLI. This includes managing repositories, issues, pull requests, releases, authentication, codespaces, actions, and any other GitHub operations. Use this skill for phrases like create a PR, manage issues, clone a repo, check gh status, or any GitHub CLI workflow.
Apply modern web development best practices for security, compatibility, and code quality. Use when asked to apply best practices, security audit, modernize code, code quality review, or check for vulnerabilities.
Build REST APIs with proper error handling, status codes, request validation, response formatting, and rate limiting. Apply when creating API routes, handling errors, validating input, or designing API responses.
GitHub CLI (gh) 는 GitHub 와 명령줄에서 상호 작용하기 위한 도구
Transform vague inputs into precision-optimized AI prompts for Claude, ChatGPT, Gemini, or other LLMs. Use when user mentions optimize prompt, improve prompt, lyra, prompt engineering, or needs help crafting effective AI prompts.
Search GitHub - find code, issues, users, and repositories across GitHub using gh CLI
Autonomous task execution from GTD.md items. Use when processing GTD tasks, call prep, outreach, or podcast preparation.
Review and verify API documentation routes on the Formisch website. Use when checking documentation accuracy, completeness, and consistency with source code.
GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.
FastAPI with Supabase and SQLAlchemy/SQLModel
GitHub CLI Agent Session Extension
Expert prompt engineer specializing in advanced prompting
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralphs JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json.
Semantic code research across GitHub repositories for finding implementations, patterns, and conducting PR/security reviews.
Use when searching for repositories across GitHub - provides syntax for filtering by stars, forks, language, topics, license, archived status, and all repository attributes
Use this agent when researching external best practices, documentation, and examples for any technology, framework, or development practice. Specializes in gathering information from official documentation, community standards, and well-regarded open source projects. Triggers on requests like research best practices, find examples of, how should I implement.
AI-powered text-to-speech CLI tool. Use for pronunciation queries, reading text aloud, generating audio files, or language practice. Triggers on how to pronounce, say this, read aloud, TTS, text to speech, speak, or audio generation requests.
Solve Advent of Code puzzles, algorithm challenges, and competitive programming problems. Activate when user provides AoC problem context/input, mentions solving puzzles/challenges, asks about algorithm selection (BFS, DFS, DP, etc.), or needs help with parsing structured input.
Use when searching GitHub via CLI for issues, PRs, repos, code, or commits - provides correct syntax for exclusions, qualifiers, quoting, and platform-specific handling to avoid command failures
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense slides, or any scientific talk. Provides slide structure, design templates, timing guidance, and visual validation. Works with PowerPoint and LaTeX Beamer.
Create, update, and manage Jira issues from natural language. Use when the user wants to log bugs, create tickets, update issue status, or manage their Jira backlog.
Choose the right serialization format for .NET applications. Prefer schema-based formats (Protobuf, MessagePack) over reflection-based (Newtonsoft.Json). Use System.Text.Json with AOT source generators for JSON scenarios.
Generate or edit images using Google Gemini API via nanobanana. Use when the user asks to create, generate, edit images with nanobanana, or mentions image generation/editing tasks.
Manage issues with The Folds CAS-native BBS (Bulletin Board System). Use for creating, updating, searching, and tracking issues. Invoke when the user wants to create tickets, find work, check issue status, or manage dependencies.
Google Cloud Platform architecture patterns and best practices. Use when designing, deploying, or reviewing GCP infrastructure including GKE, Cloud Run, Cloud Functions, BigQuery, and IAM.
Use when adding animations with Motion Vue (motion-v) - provides motion component API, gesture animations, scroll-linked effects, layout transitions, and composables for Vue 3/Nuxt
Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.
Comprehensive BOQ (Bill of Quantities) creation and management for construction projects. This skill should be used when Claude needs to: (1) Create new BOQ files with standard work categories, (2) Add items to existing BOQ, (3) Manage construction cost estimates with material and labor breakdowns, (4) Generate Thai construction project cost sheets with proper formatting
Nuxt SEO meta-module with robots, sitemap, og-image, schema-org. Use when configuring SEO, generating sitemaps, creating OG images, or adding structured data.
C++ Pro는 모던 기능과 RAII를 활용하여 코드 품질과 효율성을 높이는 개발 스킬이다
Poll favorite RSS feeds including Hacker News and Lobsters. Fetches latest tech headlines and provides a summary of current news. Use when you want to catch up on tech news or see whats trending.
병렬 작업 실행기는 태스크 종속성 분석과 로그 업데이트를 통해 태스크를 실행하는 기술입니다
Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists or non-security ownership questions.
Use when user asks about documentation workflow, how to document, doc system, what is llmdoc, how does llmdoc work, or needs guidance on the documentation system.
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL Jobs package, UV scripts with PEP 723 format, dataset preparation and validation, hardware selection, cost estimation, Trackio monitoring, Hub authentication, and model persistence. Should be invoked for tasks involving cloud GPU training, GGUF conversion, or when users mention training on Hugging Face Jobs without local GPU setup.
Control Wyze smart home devices including cameras, bulbs, and plugs
Manage Arlo security cameras, video doorbell, and smart home security
This skill should be used when the user asks to create a pull request, create PR, open PR, create an issue, file an issue, create a GitHub issue, create a Claude Code issue, report a bug in Claude Code, create a Codex issue, report a bug in Codex CLI, create a discussion, start a GitHub discussion, or mentions OSS contribution workflows.
Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to improve Core Web Vitals, fix LCP, reduce CLS, optimize INP, page experience optimization, or fix layout shifts.
Plan-spec-implement workflow for structured development. Only use when explicitly directed by user or when mentioned in project AGENTS.md file. Generates ephemeral plans in ~/.dot-agent/, applies specs to project docs, then implements test-first.
Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or any server that Claude should interact with via the MCP protocol. Supports both TypeScript and Python implementations.
AWS Identity and Access Management for users, roles, policies, and permissions. Use when creating IAM policies, configuring cross-account access, setting up service roles, troubleshooting permission errors, or managing access control.
Develop examples for AI SDK functions. Use when creating, running, or modifying examples under examples/ai-functions/src to validate provider support, demonstrate features, or create test fixtures.
Optimization techniques including OnPush, @defer, and Image Optimization.
Use when building real-time communication systems with WebSockets or Socket.IO. Invoke for bidirectional messaging, horizontal scaling with Redis, presence tracking, room management.
Deploy a Vibes app to exe.dev VM hosting. Uses nginx on persistent VMs with SSH automation. Supports client-side multi-tenancy via subdomain-based Fireproof database isolation.
Use bdg CLI for browser automation via Chrome DevTools Protocol. Provides direct CDP access (60+ domains, 300+ methods) for DOM queries, navigation, screenshots, network control, and JavaScript execution. Use this skill when you need to automate browsers, scrape dynamic content, or interact with web pages programmatically.
Short alias for vc-phase-loop. Use when the user invokes vcf: or use vcf: and wants maximum hands-off completion.
Research, validate, and set up technology profiles in content/technologies. Handles both new entries and updates to existing ones.
Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration. Use when working with Vite projects, vite.config.ts, Vite plugins, or building libraries/SSR apps with Vite.
Gère le schéma Prisma et les migrations de Motivia. Utilise ce skill quand lutilisateur demande de modifier la base de données, ajouter une table, un champ, une relation, ou effectuer une migration. PostgreSQL avec Prisma ORM.
Deploy applications to Vercel with edge functions, serverless, and ISR.
Find and answer unanswered GitHub discussions. Activate when user wants to contribute to open source discussions, help answer GitHub questions, or find discussions to answer. Delegates all work to subagents.
自动化 GitHub 操作。当用户需要管理仓库、创建 PR、处理 Issue、自动化 CI/CD 或进行代码审查时使用此技能。
Loro CRDT state management with loro-mirror. Use when working on files in src/lib/crdt/.
Search GitHub for repos, code, and usage examples using gh CLI. Capabilities: repo discovery, code search, finding library usage patterns, issue/PR search. Actions: search, find, discover repos/code/examples. Keywords: gh, github, search repos, search code, find examples, how to use library, stars, language filter. Use when: finding repositories, searching code patterns, discovering how libraries are used, exploring open source.
Delegate tasks to parallel worktree agents.
Execute SQL queries against the local PostgreSQL database. Accepts raw SQL or natural language queries that get converted to SQL automatically. Use for inspecting data, running queries, or managing the Kindle notes database.
Standards for String Catalogs, L10n, and Asset Management.
Enterprise-grade browser automation using WebDriver protocol. Use when the user needs to automate web browsers, perform web scraping, test web applications, fill forms, take screenshots, monitor performance, or execute multi-step browser workflows. Supports Chrome, Firefox, and Edge with connection pooling and health management.
Automatically generate and execute Python test scripts from OpenAPI specifications and GraphQL schemas with enhanced features
Expert guidance for integrating and building applications with shadcn/ui components, including component discovery, installation, customization, and best practices.
Patchright-based browser automation with bot detection bypass. Use when Claude needs to interact with local web applications, test localhost/dev servers, take screenshots, or perform UI interactions on private networks. Ideal for QA automation, frontend debugging, E2E testing, and pre-deployment verification on local development environments.
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.
Generate images using ModelScope Z-Image-Turbo API. Use when user asks to generate, create, or make images, pictures, or illustrations.
Generate images using Nano Banana Pro (Gemini 3 Pro Preview). Use when creating app icons, logos, UI graphics, marketing banners, social media images, illustrations, diagrams, or any visual assets. Supports reference images for style transfer and character consistency. Triggers include phrases like generate an image, create a graphic, make an icon, design a logo, create a banner, same style as, keep the style, or any request needing visual content.
Use when creating HTML email templates with React components - welcome emails, password resets, notifications, order confirmations, newsletters, or transactional emails.
This skill should be used when analyzing binaries, executables, or bytecode to understand what they do or how they work. Triggers on binary, executable, ELF, what does this do, reverse engineer, disassemble, decompile, pyc file, python bytecode, analyze binary, figure out, marshal. Routes to sub-skills for triage, static analysis, dynamic analysis, synthesis, or tool setup.
Enables Time Machine coding. Records tasks as a Recipe and allows intelligent replay/modification of history.
Comprehensive Excel spreadsheet creation, editing, and analysis with support for formulas, formatting, charts, data analysis, and visualization. Use when working with .xlsx, .xlsm, .csv files for: (1) Creating spreadsheets with formulas and formatting, (2) Reading/analyzing data, (3) Modifying existing spreadsheets while preserving formulas, (4) Creating charts and visualizations, (5) Data transformation and analysis, (6) Multi-worksheet operations
Prompt Optimizer는 draft prompt를 최적화하는 AI 에이전트입니다
This AI agent skill provides expert guidance on designing consistent, developer-friendly REST APIs, including resource naming, status codes, and pagination.
autonomous-loops 스킬은 클라우드 코드의 자동화 루프 패턴과 아키텍처를 제공하며, 단순한 순차적 파이프라인부터 RFC 구동 멀티 에이전트 DAG 시스템까지를 다룹니다.
클릭 경로 감사는 사용자 인터페이스의 상호 작용을 분석하여 오류와 불일치를 감지하는 AI 기술입니다
코드베이스 온보딩 AI 에이전트 스킬은 코드베이스를 빠르게 이해하는 데 도움이 되는 AI 스킬입니다
Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.
C++ 코딩 표준은 C++ Core Guidelines를 기반으로 하며 C++ 코드 작성, 검토 또는 리팩토링에 사용되어 현대적이고 안전한 코딩 관행을 강제합니다
Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitH...
The django-verification skill automates testing, linting, and security scans for Django projects, ensuring quality and security before release or PR. It benefits developers by saving time and reducing errors.
The foundation-models-on-device skill enables developers to build AI-powered features using Apple Intelligence on-device, generating or summarizing text without cloud dependency. It helps developers create privacy-preserving AI features with custom tool calling and snapshot streaming.
Kotlin 테스트 패턴은 Kotlin 언어를 사용한 테스트 방법
Laravel TDD는 PHPUnit 및 Pest를 사용한 테스트 주도 개발 방법으로, Laravel 애플리케이션의 코드 품질과 신뢰성을 높이기 위해 사용됩니다
MCP 서버 패턴은 AI 에이전트가 도구를 호출하고, 리소스를 읽고, 프롬프트를 사용할 수 있도록 하는 Node/TypeScript SDK를 사용한 MCP 서버의 구축 및 관리
This AI agent skill processes documents using the Nutrient DWS API, benefiting developers by automating tasks such as format conversion, text extraction, and data redaction. It helps with AI coding by streamlining document workflows.
This AI agent skill provides comprehensive Perl security guidelines, helping developers ensure secure coding practices and prevent common vulnerabilities.
프로젝트 가이드라인 예시 스킬은 실제 프로덕션 애플리케이션 기반 프로젝트 특정 스킬 템플릿으로, AI 에이전트의 통합을 보여줌
Python 패턴 AI 에이전트 스킬은 Pythonic한 관용구, PEP 8 표준, 유형 힌트 및 모범 사례를 제공하여 강력하고 효율적이고 유지 보수하기 쉬운 Python 애플리케이션을 구축합니다.
Idiomatic Rust patterns, ownership, error handling, traits, concurrency, and best practices for building safe, performant applications.
Rust 테스트 패턴은 Rust 언어를 사용하여 테스트를 수행하는 방법과 기술을 의미하며, 단위 테스트, 통합 테스트 등이 포함됩니다
The santa-method AI agent skill provides multi-agent adversarial verification, helping developers ensure code accuracy and compliance by utilizing two independent review agents.
The search-first AI agent skill systematizes the research-before-coding workflow, assisting developers in finding existing tools and libraries before implementing custom code. This skill benefits developers by saving time and reducing redundant code.
보안 스캔 스킬은 AgentShield를 사용하여 Claude Code 구성의 보안 취약점, 구성 오류 및 주입 위험을 탐지합니다. 코드 보안 및 규정 준수를 강화합니다.
비디오 편집 워크플로우를 AI 보조로 구현. 여러 도구와 플랫폼 지원.
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio, video), and create real time alerts for events from live streams or desktop capture.
이 AI 에이전트 스킬은 비자 신청서류를 자동 번역하여 영한 쌍语 PDF를 생성합니다
Canary Watch는 배포 후 회귀를 모니터링하는 AI 에이전트 스킬입니다.
Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
This AI agent skill streamlines C++ testing with GoogleTest and CMake, helping developers write and maintain robust tests. It automates test workflows for efficient code validation.
Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.
This AI agent skill provides a thorough Flutter/Dart code review, covering widget best practices, state management patterns, and clean architecture. Developers can improve their code quality and productivity with this skill.
Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.
The laravel-patterns skill provides production-grade Laravel architecture patterns for scalable and maintainable applications, benefiting developers with improved workflow and app performance.
Rules-distill is an AI agent skill that extracts cross-cutting principles from skills and distills them into rules, enhancing coding productivity. It benefits developers by automating rules maintenance and providing a deterministic collection of principles.
안전 가드 AI 에이전트 스킬은 파괴적인 작업을 방지하는 스킬입니다
Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.
스프링 부트 검증 루프는 스프링 부트 프로젝트의 빌드, 정적 분석, 테스트 및 보안 스캔을 자동화하는 검증 프로세스입니다
관세 무역 규정 준수 AI 에이전트 스킬은 국경을 넘는 화물의 합법적이고 비용 최적화된 운송을 보장하는 기술입니다
The energy-procurement skill helps senior energy managers optimize energy spend across multiple facilities. It analyzes tariff structures, identifies optimization opportunities, and evaluates demand charge mitigation strategies, leveraging AI coding for improved procurement decisions.
This AI agent skill enables retailers to optimize inventory levels through data-driven demand forecasting and automated replenishment planning, benefiting developers and retailers alike by minimizing stockouts and excess inventory.
The production-scheduling AI agent skill helps senior production schedulers optimize job sequencing, line balancing, and changeover optimization, benefiting production management, planning, quality, and maintenance teams by maximizing throughput and meeting customer delivery commitments.
벤치마크 스킬은 코드 성능을 측정하고 회귀를 탐지하여 애플리케이션을 최적화하는 데 사용됩니다. 페이지 성능, API 성능, 빌드 성능 및 비교와 같은 여러 모드를 지원합니다
Blueprint는 구축 계획을 생성하는 AI 도구로서 개발자가 작업을 효율적으로 완료하도록 도와줍니다
# 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 - Accessibili...
This AI agent skill provides universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development, helping developers maintain high-quality codebases. It assists in enforcing naming conventions, formatting, and structural consistency.
Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
exa-search is a neural search skill for AI coding assistants, helping developers find relevant information and code examples efficiently. It benefits developers by providing quick access to web content, company research, and people lookup.
Kotlin Exposed 패턴은 JetBrains Exposed ORM을 사용하여 데이터베이스 액세스를 위한 기술입니다
Liquid Glass 디자인 시스템은 iOS 26 애플리케이션에 동적 유리 재료를 제공하여 흐림, 반사 및 상호 작용 형태 효과
Next.js Turbopack accelerates development with incremental bundling and file-system caching. Ideal for Next.js 16+ developers seeking faster startup and hot updates.
현대 Perl 5.36+ 개발 패턴은 서명, 오류 처리 및 테스트 경계와 같은 최적화된 방법을 제공하여 코드 품질과 유지 보수성을 향상시킵니다.
Plankton-code-quality enforces code quality at write-time, benefiting developers with auto-formatting, linting, and fixes via Claude subprocesses, enhancing overall coding efficiency.
구조화된 텍스트를 분석하기 위한 실제적인 결정 프레임워크를 제공합니다
TDD 워크플로우는 코드를 작성하기 전에 테스트를 작성하는 것을 강조하는 소프트웨어 개발 방법입니다
Verification Loop는 Claude Code 세션의 코드 품질과 신뢰성을 검증하는 AI 도구입니다
팀 빌더 에이전트 스킬은 AI 팀을 쉽게 구성하고 관리할 수 있는 인터랙티브 도구입니다
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
Bun Runtime은 Node.js의 대안으로 사용되는 JavaScript 런타임과 도구 모음입니다
콘텐츠 해시 캐시 패턴은 SHA-256 해시를 사용하여 파일 처리 결과를 캐시하는 기술로, 파일 이름 변경과 자동 만료를 지원
크로스포스트 기능은 여러 소셜 미디어 플랫폼에 콘텐츠를 분배하고 각 플랫폼에 최적화된 콘텐츠를 제공합니다
심도 있는 연구는 파이어크롤과 엑사 MCP 도구를 사용하여 여러 웹 소스에서 인용 출처가 있는 자세한 보고서를 생성하는 스킬입니다.
Django TDD 스킬은 pytest-django와 TDD 방법을 사용하여 Django 애플리케이션을 테스트하는 솔루션을 제공합니다
Idiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications with coroutines, null safety, and DSL builders.
# Product Lens — Think Before You Build ## When to Use - Before starting any feature — validate the "why" - Weekly product review — are we building the right thing? - When stuck choosing between features - Before a launch — sanity check the user journey - When converting a vague idea into a spec ...
Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.
Spring Boot TDD는 JUnit 5, Mockito, MockMvc, Testcontainers, JaCoCo를 사용한 테스트 주도 개발 방법
This AI agent skill enables developers to adopt Swift 6.2's concurrency model, ensuring single-threaded code by default and explicit background offloading. It helps resolve data-race safety compiler errors and optimizes app architecture.
This AI agent skill enables Swift developers to write testable code by abstracting external dependencies behind small, focused protocols, leveraging Swift Testing for deterministic results.
Continuous-learning-v2 is an advanced learning system that evolves Claude Code sessions into reusable knowledge, helping developers automate coding tasks through instinct-based behavior extraction and confidence scoring.
# Design System — Generate & Audit Visual Systems ## When to Use - Starting a new project that needs a design system - Auditing an existing codebase for visual consistency - Before a redesign — understand what you have - When the UI looks "off" but you can't pinpoint why - Reviewing PRs that touc...
Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
품질 비일치성 관리 스킬, 비일치성의 조사와 처리, 제품 품질과 안전성의 보장
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캐리어 관계 관리는 운송 관리의 핵심 부분으로, 캐리어 선택, 가격 협상, 성능 추적 등을 포함
물류 예외 관리는貨物輸送过程에서 발생하는異常状況의 관리를 의미하며, 지연, 손상, 분실 또는 거부된貨物을 포함
Anthropic Claude API 스킬은 Python과 TypeScript를 위한 Messages API, 스트리밍, 툴 사용, 비전, 배치 처리, 프롬프트 캐싱 등의 기능을 제공합니다
Everything Claude Code 설정은 인터랙티브 설치 도구입니다
The deployment-patterns skill enables developers to optimize web application deployment workflows using CI/CD pipelines, Docker, and health checks, ensuring production readiness and zero downtime.
Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.
E2E 테스트는 끝에서 끝까지 테스트의 약자로, 애플리케이션의 기능을 검증하는 데 사용됩니다
fal-ai 미디어 생성 스킬은 이미지, 비디오 및 오디오의 통합 생성을 제공하며 텍스트에서 이미지, 텍스트에서 비디오, 텍스트에서 음성 등의 기능을 지원합니다
Go 테스트 패턴은 코드의 신뢰성과 유지 보수를 향상시키는 방법으로, 테이블 드리븐 테스트, 서브 테스트, 벤치마크 테스트, 퍼지 테스트, 테스트 커버리지 등을 포함한다
Laravel 검증 루프는 Laravel 프로젝트의 환경, 코드 품질, 보안 및 배포 준비를 검증하는 자동화된 프로세스입니다
Perl 테스트 패턴은 Test2::V0, Test::More 및 TDD 방법을 사용하여 Perl 애플리케이션을 테스트하는 기술입니다
This AI agent skill provides comprehensive Python testing strategies using pytest, TDD methodology, and best practices, helping developers write robust and maintainable code.
skill-stocktake 스킬은 Claude 코드와 명령의 품질을 감사하는 데 사용되며 빠른 스캔과 전체 스캔을 모두 지원합니다
strategic-compact는 수동으로 컨텍스트를 압축하고 작업 논리적 완전성을 유지하는 AI 에이전트 스킬입니다
The continuous-learning skill automates pattern extraction from Claude Code sessions, saving developers time and effort. It identifies and saves useful patterns for future use, enhancing AI coding workflows.
프론트엔드 개발 패턴은 현대적인 웹 애플리케이션을 구축하는 데 사용되는 기술과 방법
문서 조회는 Context7 MCP를 사용하여 최신 라이브러리와 프레임워크 문서를 가져오는 기술
시장 조사 AI 에이전트는 AI 기술을 사용하여 시장 분석, 경쟁사 분석 및 산업 지능을 수행
RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
agent-eval 스킬은 코드 에이전트를 사용자 지정 작업에서 비교하는 데 사용되는 경량 CLI 도구입니다
This AI agent skill provides best practices for safe and reversible database migrations, benefiting developers working with PostgreSQL, MySQL, and common ORMs. It helps with schema changes, data migrations, and zero-downtime deployments.
Eval Harness는 AI 코드 개발을 위한 평가 프레임워크이다
라라벨 보안 최적화는 라라벨 애플리케이션을 일반적인 취약점으로부터 보호하기 위한 보안 가이드입니다
This skill provides Nuxt 4 app patterns for hydration safety, performance, and SSR-safe data fetching, benefiting developers with optimized routing and rendering decisions.
PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.
ai-regression-testing 스킬은 AI 보조 개발을 위한 회귀 테스트 전략을 제공하며, 샌드박스 모드 API 테스트와 자동화된 버그 체크 워크플로우를 포함합니다
The Architecture Decision Records skill helps developers capture and manage architectural decisions made during coding sessions. It auto-detects decision moments, records context, alternatives considered, and rationale, maintaining an ADR log for future reference.
Compose Multiplatform 패턴은 크로스 플랫폼 UI를 구축하는ための AI 에이전트 스킬입니다
Kotlin 코루틴과 플로우는 구조화된 병렬성과 반응형 데이터 스트림을 구현하기 위한 프로그래밍 모델
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
The agent-harness-construction skill enhances AI coding by optimizing action spaces, tool definitions, and observation formatting, benefiting developers with higher completion rates.
Android Clean Architecture 패턴, 유지 보수와 확장성이 높은 애플리케이션을 구축하는 데 사용
ClickHouse는 온라인 분석 처리를 위한 열 지향 데이터베이스 관리 시스템입니다
The iterative-retrieval skill refines context retrieval for subagents, solving the context problem in multi-agent workflows. It benefits developers by progressively refining context.
자바 코딩 표준은 가독성과 유지 보수성이 높은 자바 코드를 작성하기 위한 규칙과 지침
JPA/Hibernate 패턴은 Spring Boot의 엔티티 디자인, 관계 및 쿼리 성능을 최적화하는 데 사용됩니다
Ktor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing.
PyTorch 深度 학습 패턴 및 최적의 관행, 강력하고 효율적이고 재현 가능한 훈련 파이프 라인, 모델 아키텍처 및 데이터 로드 구축
SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.
프론트엔드 슬라이드 AI 에이전트 스킬은 애니메이션豊かな HTML 프레젠테이션을 생성하는 기술입니다.
연속 에이전트 루프는 에이전트의 연속 실행을 구현하는 에이전트 루프 패턴입니다
AI 아티클 라이팅 도구는 장문 콘텐츠를 생성하는 AI 기술의 한 종류입니다
콘텐츠 엔진 AI 에이전트 스킬은 여러 플랫폼 및 캠페인에 적합한 플랫폼 네이티브 콘텐츠 시스템을 생성하는 스킬입니다
NanoClaw REPL은 NanoClaw v2를 실행하고 확장하기 위한 세션 인식 명령줄 인터페이스입니다
엔터프라이즈 AI 에이전트 운영 스킬은 장기 실행 AI 에이전트 시스템의 관찰 가능성, 보안 및 수명 주기 관리를 관리하는 기술
The investor-materials AI agent skill helps developers create and update investor-facing documents, ensuring consistency and credibility across pitch decks, one-pagers, and financial models. This skill benefits developers and founders by automating the process of generating investor materials.
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
AI-first engineering is a skill that helps developers design efficient processes, architectures, and code reviews for AI-assisted code generation, improving overall team productivity and code quality.
투자자 아웃리치 AI 에이전트 스킬은 사용자가 효율적인 투자자 이메일과 후속 이메일을 생성하는 데 도움이 됩니다
The gh CLI is GitHubs official command line tool for interacting with GitHub repositories, issues, pull requests, and more. When needs to interact with GitHub repositories, issues, pull requests, and more, use this skill.
Manage a local GitHub knowledge base and provide GitHub search capabilities via gh CLI. Use when users ask about repos, PRs, issues, request to clone GitHub repositories, explore codebases, or need information about GitHub projects. Supports searching GitHub via gh CLI and managing local KB with GITHUB_KB.md catalog. Configure via GITHUB_TOKEN and GITHUB_KB_PATH environment variables.
Use when the user mentions searching Git/GitHub to explore GitHub repositories, code, issues, and commits using advanced search capabilities.
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
Do not reset back to the generic directory. Move sideways through these adjacent high-intent collections to narrow the shortlist toward the install path that best matches your team.
A high-trust collection that lets the site lead with official and strongly verified ecosystems instead of random long-tail repos.
Trusted-brand collections are the fastest way to rebuild authority after pruning.
A workflow-first collection that explains why related skills belong together and what job they solve.
Workflow collections add first-party judgment that generic skill detail pages struggle to communicate.
A platform-specific collection for one of the clearest demand clusters in the product ecosystem.
Platform collections let the site recover with narrower, more trustworthy topical intent.
A clean surface for editor-specific demand with explicit workflow intent.
Editor-specific demand should land on curated surfaces, not random repo coverage.
This collection should not keep users browsing forever. These three questions explain how to shortlist, install, and validate the next step.
워크플로 자동화, 프로세스 자동화, 문서 작업, 데이터 워크플로 및 재사용 가능한 스킬 스택을 중심으로 구성되어 있습니다.
스킬 디렉터리는 직접 검색과 필터링에 적합하고, 컬렉션은 완전한 워크플로를 위한 보완적 스킬 묶음을 찾는 데 적합합니다.
네. 이 컬렉션의 스킬들은 일반적으로 Claude Code, Cursor, Windsurf 및 기타 지원 환경에서 통합 설치 흐름으로 작동합니다.
These are the supporting surfaces for this collection after the install direction is clear and the primary next paths have already narrowed the decision.
A use-case page for users searching for repeatable automation patterns instead of one-off tools.
Workflow automation demand is easier to satisfy with curated intent clusters than with flat directory coverage.
A high-trust collection that lets the site lead with official and strongly verified ecosystems instead of random long-tail repos.
Trusted-brand collections are the fastest way to rebuild authority after pruning.