Skills
98,284 packaged capabilities and playbooks for agents. Install any of them with one command.
Development
Quickly integrate the starlette-admin admin panel into FastAPI projects. Auto-detects project structure (from scratch or existing project), handles the async/sync engine dual-track setup, generates a complete admin configuration (including AuthProvider, ModelView, batch actions, custom Dashboard, i18n language switching), and marks the modification points in database.py and main.py. Triggered when the user says "add admin", "add admin backend", "integrate starlette-admin", "admin panel", "backend management".
Use when adding, changing, deploying, testing, or debugging FastMCP MCP servers in existing Django apps, including ASGI mounting, stdio or sidecar servers, Django ORM access from MCP tools, auth and permissions, Streamable HTTP deployment, and MCP client tests.
Translate Figma nodes into production-ready code with 1:1 visual fidelity using Framelink Figma-Context-MCP (get_figma_data and download_figma_images). Trigger when the user provides Figma URLs or node IDs, or asks to implement components/pages that must match Figma precisely, and the workflow should use Figma-Context-MCP instead of the official Figma MCP server.
Use files-sdk to add file storage to a TypeScript/JavaScript app with a unified API across 49 adapters (S3, R2, GCS, Azure, Vercel Blob, the local filesystem, and more). Triggers when the user wants to upload/download/list/search/move/delete/copy files, generate presigned URLs, do multipart or resumable uploads, range downloads, conditional (ETag) writes, bulk (array) operations, migrate or mirror between providers, list folders, scope to a prefix, observe activity with hooks, add plugins (encryption, validation, versioning, caching, …), react to files being created or deleted (bucket notifications from S3/SQS/EventBridge, MinIO, R2 Queues, GCS Pub/Sub, Storj via Pub/Sub, Azure Event Grid, B2/Box/Cloudinary/Appwrite/Supabase/Tigris webhooks), expose storage to the browser with `useFiles` and a server gateway, use the `files` CLI or its MCP server, expose storage to an AI agent (Vercel AI SDK, OpenAI Responses/Agents, Claude Agent SDK), or asks about "files-sdk", "Files SDK", `new Files(...)`, `createFiles(...)`, `files.upload`, `files.move`, `files.url`, `files.signedUploadUrl`, `files.search`, `transfer(...)`, `sync(...)`, `UploadControl`, or any `files-sdk/<adapter>` subpath import
Add, fix, refactor, debug, test, or explain Flutter animations and motion effects. Use for implicit animations such as AnimatedContainer, AnimatedOpacity, AnimatedSwitcher, and TweenAnimationBuilder; explicit animations using AnimationController, Tween, CurvedAnimation, AnimatedWidget, AnimatedBuilder, and built-in transitions; Hero/shared-element route transitions; staggered or sequenced animations; physics-based motion, gestures, springs, flings, scroll physics, curves, performance, accessibility, reduced motion, and animation lifecycle bugs.
Schema-first validation with Zod, timing patterns (reward early, punish late), async validation, and error message design. Use when implementing form validation for any framework. The foundation skill that all framework-specific skills depend on.
Scaffold a new Frappe Framework v15 application with multi-layer architecture. Triggers: "create frappe app", "new frappe app", "scaffold frappe", "frappe app structure", "/frappe-app". Creates production-ready app structure with service layer, repository pattern, proper module organization, and v15 best practices.
Holistic, framework-agnostic playbook for shipping ultra-fast, accessible, search-friendly, visually distinctive web interfaces. Combines Lighthouse mastery (target 95+ mobile, 99+ desktop, 100 A11y/BP/SEO), UI/UX patterns drawn from Apple HIG and Material Design, design aesthetics that avoid generic AI styling, plus deep guidance on performance, accessibility, SEO, motion, forms, layout, and data visualization. Apply this when building, reviewing, refactoring, or polishing any web UI regardless of framework (vanilla HTML/CSS/JS, React, Vue, Svelte, Astro, Solid, Next.js, Nuxt, SvelteKit, Remix, Qwik, Lit, Web Components). Use to make decisions about typography, color, spacing, motion, contrast, semantic structure, asset loading, render strategy, hydration, third-party scripts, image formats, font loading, JS budgets, CSS architecture, ARIA, keyboard flows, focus management, structured data, meta tags, and Core Web Vitals.
Five-role game production studio harness: director, numeric-balance designer, revenue-band PM, verification-strict programmer, archetype-rotation QA. Runs the 3-stage operating cycle (concept/presentation/core build → balance/core-loop/novelty → ops stability/play impact) behind 8 numeric quality gates with survey-grounded trends, signed designer↔PM negotiation records, and QA broadcast discipline. Writes the repository rule file (CLAUDE.md/AGENTS.md) so the contract outlives the session, and keeps one live `_workspace/current/` beside a read-only archive.
Best practices for creating clean, atomic git commits with good messages. Use when: (1) staging and committing changes, (2) writing commit messages, (3) deciding what to group in a single commit, (4) handling pre-commit hook failures, (5) choosing between amend and new commit. Triggers on "commit", "stage", "git add", "write a commit message", or "commit my changes".
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.
Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wants a structured GitHub issue. Supports images/GIFs for visual evidence.
Integrate Gemini API with correct current SDK (@google/genai v1.27+, NOT deprecated @google/generative-ai). Supports text generation, multimodal (images/video/audio/PDFs), function calling, and thinking mode. 1M input tokens. Use when: integrating Gemini API, implementing multimodal AI, using thinking mode for reasoning, function calling with parallel execution, streaming responses, deploying to Cloudflare Workers, building chat, or troubleshooting SDK deprecation, context window, model not found, function calling, or multimodal format errors. Keywords: gemini api, @google/genai, gemini-2.5-pro, gemini-2.5-flash, gemini-2.5-flash-lite, gemini-3-pro-preview, multimodal gemini, thinking mode, google ai, genai sdk, function calling gemini, streaming gemini, gemini vision, gemini video, gemini audio, gemini pdf, system instructions, multi-turn chat, DEPRECATED @google/generative-ai, gemini context window, gemini models 2025, gemini 1m tokens, gemini tool use, parallel function calling, compositional function calling, gemini 3
Build or review animation on plain HTML/CSS/JavaScript sites: GSAP page intros/outros, component show/hide, scroll effects, cross-document View Transitions, bfcache, and fetch/swap navigation with Swup, Barba, or Taxi. Use for first-paint flashes or interrupted navigation, even when GSAP is unnamed. Also covers hidden-content recovery and first-load performance. Not for component frameworks or isolated GSAP API questions.
Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management, making interfaces robust and production-ready. Use when the user asks to harden, make production-ready, handle edge cases, add error states, or fix overflow and i18n issues.
Use when generating, reviewing, or improving Hexabot v3 workflow YAML, workflow actions, bindings, memory definitions, or agentic automation use cases, including conversational, manual, scheduled, event-driven, system, sales-demo, documentation, and product-showcase workflows.
Run the R2C (Robot-to-Cloud) data-plane client — start the robot-side edge client (Zenoh pub/sub with mTLS credential bundle, hardware adapter, translator, control loop). The credential bundle is produced by the robot skill's export-certificate command. This skill does NOT cover robot registration or certificate export (use the robot skill). Triggers include: r2c client, robot edge client, Zenoh, mTLS, credential bundle, hardware adapter, robot config, dry_run, observation recording, custom adapter, robot-to-cloud, R2C客户端, 硬件适配器, 机器人配置, 凭证包.
Implement or resume settled work from a selected spec folder as one handoff bundle. Use when the user provides a `docs/specs/SLUG/` folder and wants its settled spec or approved tasks completed in the current checkout with verification, one completed and triaged automated code review, and a runnable product handoff when the repository exposes one through a local server.
Triggers when the user says 「批量修复」「批量 jira-fix」「jira-fix-batch」「批量修复多个 Jira」「批量修复以下 bug」/ batch fix, batch jira-fix. Thin trigger shell: parse Jira IDs/URLs and enqueue them into goal-driven-batch with Engine jira-fix-workflow. Does not run fixes or merge. Do NOT use for a single issue (jira-fix-workflow) or a non-Jira queue (goal-driven-batch).
Use when executing an approved Krypton plan, GOAL.md, or implementation plan that already defines intent, ownership, contract, cutover, task boundaries, and acceptance evidence. Use for main-agent execution with explorer, plan-reviewer, reviewer, maintainer, or verifier gates.
Pre-flight checklist for long-running ML training jobs covering config diff, run naming, path verification, monitoring setup, and restart-cleanup. Use when the user asks to launch, kick off, start, restart, or kill a training run, or mentions launching a multi-hour or multi-day GPU job (python train, accelerate launch, torchrun, deepspeed, sbatch, tmux training).
Guide for developing Lit web components in the Common UI v2 system (@commonfabric/ui). Use when creating or modifying cf- prefixed components, implementing theme integration, working with Cell abstractions, or building reactive UI components that integrate with the Common Fabric runtime.
Plan, implement, or improve an internationalization and localization strategy for UI content, formatting, and regional adaptation. Use when the user asks to add i18n, localize, translate, support multiple languages, handle regional formats, manage locale switching, or build a multilingual product.
Guidance for implementing CollectionView in .NET MAUI apps — data display, layouts (list & grid), selection, grouping, scrolling, empty views, templates, incremental loading, swipe actions, and pull-to-refresh. USE FOR: "CollectionView", "list view", "grid layout", "data template", "item template", "grouping", "pull to refresh", "incremental loading", "swipe actions", "empty view", "selection mode", "scroll to item". DO NOT USE FOR: simple static layouts (use maui-data-binding), map pin lists (use maui-maps), or table-based data entry forms.
.NET MAUI runtime permissions guidance — checking and requesting permissions, PermissionStatus handling, custom permissions via BasePlatformPermission, platform-specific manifest/plist declarations, and DI-friendly service patterns. USE FOR: "request permission", "check permission", "PermissionStatus", "runtime permission", "BasePlatformPermission", "custom permission", "Android manifest permission", "Info.plist permission", "permission denied handling". DO NOT USE FOR: geolocation-specific permissions (use maui-geolocation), camera/photo permissions (use maui-media-picker), or notification permissions (use maui-local-notifications).
.NET MAUI Shell navigation guidance — Shell visual hierarchy, AppShell setup, tab bars, flyout menus, URI-based navigation with GoToAsync, route registration, query parameters, back navigation, and navigation events. USE FOR: "Shell navigation", "GoToAsync", "AppShell", "tab bar", "flyout menu", "route registration", "query parameters navigation", "back navigation", "Shell tabs", "URI navigation", "navigation events". DO NOT USE FOR: deep linking from external URLs (use maui-deep-linking), data binding on pages (use maui-data-binding), or dependency injection setup (use maui-dependency-injection).
Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.