release
Plugin release process for MAG Claude Plugins marketplace. Covers version bumping, marketplace.json updates, git tagging, and common mistakes. Use when releasing new plugin versions or troubleshooting update issues.
x-article-publisher
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banana-sync-to-notion
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banana-skill-finder
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synth-api
Use the Synth AI API end-to-end (SDK + HTTP) for eval + GEPA
remotion-resemble-ai
Create professional AI-narrated videos with Remotion and Resemble.ai - from educational tutorials to product launches
react-19
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three-js
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gsap
Use when implementing web animations, timeline sequencing, scroll-triggered animations, SVG animations, layout transitions, or using GSAP, ScrollTrigger, ScrollSmoother, SplitText, Flip, DrawSVG, MorphSVG, MotionPath, or @gsap/react useGSAP hook.
nuqs
Use when implementing URL query state in React, managing search params, syncing state with URL, building filterable/sortable lists, pagination with URL state, or using nuqs/useQueryState/useQueryStates hooks in Next.js, Remix, React Router, or plain React.
payload
Use when working with Payload CMS projects (payload.config.ts, collections, fields, hooks, access control, Payload API). Use when debugging validation errors, security issues, relationship queries, transactions, or hook behavior.
theatre-js
Use when implementing motion design, timeline animations, visual animation editors, animating Three.js/R3F scenes, creating keyframe animations, or using Theatre.js, @theatre/core, @theatre/studio, @theatre/r3f, theatric, or building animation tooling for the web.
google-search-browser-use
Use browser-use to perform Google searches, open results, and extract key information from live pages. Use when the user asks to "search Google", "look this up on Google", or needs current web results via a real browser session (often to avoid bot blocks).
gemini-research-browser-use
Use Chrome DevTools Protocol to allow the AI to "ask Gemini" or "research with Gemini" directly. This uses the user's logged-in Chrome session, bypassing API limits and leveraging the web interface's reasoning capabilities.
developer
実装とコーディングの専門家。設計書に基づき、プロジェクトの規約と構造を遵守しながら高品質なコードを実装します。使用言語に合わせてその言語のスペシャリストとして振る舞います。
dev-support
短時間で中断可能な開発セッションに最適化されたプロジェクト管理スキル。機能設計、ドキュメント作成（要件、アーキテクチャ、テスト計画、ロードマップ）、中断時のコンテキスト管理、作業再開時に使用します。あらゆる技術スタックに対応し、断片化された作業セッションでも生産性を維持するのに役立ちます。
devops
インフラ構築とCI/CDの専門家。アプリケーションを安全かつ確実にデプロイするための環境設定、パイプライン構築、セキュリティ管理を担当します。プラットフォーム非依存（AWS/GCP/Cloudflare等対応）。
architect
要件定義とシステム設計の専門家。抽象的な要求を具体的な仕様書(SPEC.md)と設計書(DESIGN.md)に変換し、Mermaid図を用いてシステム構造を可視化します。
scaffold
AI駆動開発のためのプロジェクト初期構築スキル。AGENTS.mdの作成、基本指示の設定、およびコアスキルのインストールを自動化します。
qa
品質保証とテストの専門家。バグの発見、エッジケースの検証、テスト計画の策定、自動テストの作成を行い、ソフトウェアの信頼性を担保します。
enforcing-typescript-standards
Enforces the project's core TypeScript standards including explicit typing, import organization, class member ordering, and code safety rules. ALWAYS apply when creating, modifying, or reviewing any TypeScript (.ts/.tsx) file.
context-degradation
This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoning", or mentions context degradation, attention patterns, context clash, context confusion, or agent performance degradation. Provides patterns for recognizing and mitigating context failures.
memory-systems
This skill should be used when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph", "track entities", or mentions memory architecture, temporal knowledge graphs, vector stores, entity memory, or cross-session persistence.
multi-agent-patterns
This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution.
advanced-evaluation
This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise comparison, position bias, evaluation pipelines, or automated quality assessment.
tool-design
This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural reduction, tool naming conventions, or agent-tool interfaces.
bdi-mental-states
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration.
context-compression
This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding context limits.
project-development
This skill should be used when the user asks to "start an LLM project", "design batch pipeline", "evaluate task-model fit", "structure agent project", or mentions pipeline architecture, agent-assisted development, cost estimation, or choosing between LLM and traditional approaches.
context-fundamentals
This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context components, attention mechanics, progressive disclosure, or context budgeting. Provides foundational understanding of context engineering for AI agent systems.
context-optimization
This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context capacity.
hosted-agents
This skill should be used when the user asks to "build background agent", "create hosted coding agent", "set up sandboxed execution", "implement multiplayer agent", or mentions background agents, sandboxed VMs, agent infrastructure, Modal sandboxes, self-spawning agents, or remote coding environments.
evaluation
This skill should be used when the user asks to "evaluate agent performance", "build test framework", "measure agent quality", "create evaluation rubrics", or mentions LLM-as-judge, multi-dimensional evaluation, agent testing, or quality gates for agent pipelines.
filesystem-context
This skill should be used when the user asks to "offload context to files", "implement dynamic context discovery", "use filesystem for agent memory", "reduce context window bloat", or mentions file-based context management, tool output persistence, agent scratch pads, or just-in-time context loading.
npm-library-setup
Comprehensive guidance on setting up npm libraries with package.json, with a preference for ES Modules (ESM). Use when setting up npm packages, configuring ESM, TypeScript packages, or React component libraries.
apollo-graphql-best-practices
Best practices for Apollo GraphQL development including Apollo Client (React hooks, caching, error handling) and Apollo Server (schema design, resolvers, context, plugins). Use when writing, reviewing, or refactoring GraphQL code with Apollo, setting up Apollo Client/Server, implementing queries/mutations, configuring cache policies, or handling GraphQL errors.
x-impact-checker
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agent-canvas
Draw diagrams, flowcharts, and visualizations on an Excalidraw canvas. Use when the user asks to draw, visualize, create diagrams, or sketch ideas.
solidjs
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utoipa-axum
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whop-dev
Build Next.js apps for the Whop platform. For empty repos, guides users from idea to deployed app through discovery and setup. For existing projects, provides best practices for authentication, payments, webhooks, and UI. Triggers on "build me a Whop app", @whop/sdk, verifyUserToken, checkAccess, checkout flows, webhook handling, Experience/Dashboard pages, Frosted UI. Delegates to companion skills (frontend-design, vercel-react-best-practices, supabase-postgres-best-practices, web-design-guidelines) for design, performance, and database.
hono
Efficiently develop Hono applications using Hono CLI. Supports documentation search, API reference lookup, request testing, and bundle optimization.
zalo-mini-app
Build Zalo Mini Apps - lightweight web apps running inside Zalo super-app. This skill provides ZaUI components (Button, Input, Modal, Tabs, Avatar, etc.), JavaScript APIs (authorize, getUserInfo, getPhoneNumber, getLocation, Storage, Camera), Checkout SDK for payments, design guidelines, and development tools. Use when building Mini Apps, using ZaUI components, calling Zalo APIs, integrating payments, converting web apps to Mini Apps, or following Zalo design standards.
kapso-ops
Operate and troubleshoot Kapso projects. Manage webhooks, debug message delivery, inspect API errors, and run health checks. Use when diagnosing issues, setting up webhooks, or investigating message failures.
kapso-api
Kapso Platform API for customer onboarding, setup links, phone number provisioning, and connection detection. Use when working with multi-tenant WhatsApp integrations, embedded signup, or customer management.
whatsapp-messaging
Send and read WhatsApp messages via Kapso Meta proxy, manage templates (CRUD/send), and upload media. Use when sending messages, creating templates, or reading inbox history.
kapso-automation
Manage Kapso workflows, AI agents, functions, and databases. Edit workflow graphs, configure triggers, manage executions, create functions, and perform database CRUD. Use when building automations, editing workflows, or managing project data.
whatsapp-flows
Manage WhatsApp Flows via Kapso Platform API. List, create, update, publish flows, manage versions, attach data endpoints, and check encryption. Use when working with WhatsApp Flows, flow JSON, or data endpoints.
web-design-studio
Create complete web pages with production-grade frontend design AND auto-generated images. Use this skill when the user asks to build websites, landing pages, dashboards, or any web interfaces that need images. This skill combines frontend design expertise with automatic AI image generation to create fully functional, visually stunning web pages with all images included. Generates creative, polished HTML/CSS/JS code with AI-generated images that match the aesthetic direction.
documentation-guidelines
Write or update backend feature documentation that follows a repo's DOCUMENTATION_GUIDELINES.md (or equivalent) across any project. Use when asked to create/update module docs, API contracts, or backend documentation that must include architecture, endpoints, payloads, Mermaid diagrams, and seeding instructions.
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