Skills
98,284 packaged capabilities and playbooks for agents. Install any of them with one command.
Development
Access and ground work in a separate Project Brain knowledge repository through the authenticated GitHub CLI. Use at the start of substantive work in any Git repository to check its root for `.project-brain.json`; when the marker exists, using this skill and consulting the brain is mandatory before planning, implementation, diagnosis, review, documentation, or project answers. Also use when explicitly asked for Project Brain context, decisions, requirements, terminology, source-system records, or knowledge-graph output.
Execute a micro-level Python code quality audit. Validates code against live GitHub standards for typing, code style, function design, data validation, error handling, module structure, and testing. Produces a detailed violations report with prioritized action plan. Use when the user asks to check Python code quality, validate best practices, or review Python code standards. Triggers on: 'python best practices', 'python code quality', 'code review', 'python standards', 'type hints review', 'pytest review', 'pydantic validation'.
BufferGeometry creation, built-in geometries, custom geometry with buffer attributes, instanced meshes for rendering thousands of objects, and geometry manipulation. Use when creating custom shapes, optimizing with instancing, or working with vertex data directly.
Use when the user asks for new work such as a feature, component, integration, service or dependency, especially when the request names a solution instead of a problem, the scope looks larger than the user may expect, or the motivation is that other products have it
Cut a software release and maintain a tiered compatibility policy. Use when the user wants to release, ship a version, bump the version, tag a release, write a changelog, or update COMPATIBILITY. Config-driven via release.config.json; bumps version files, runs a readiness gate, updates COMPATIBILITY.md tiers and deprecations, tags (→ release workflow), and reports closed issues. Teaches the underlying standards as it runs.
Set up and maintain a research-experiment harness so experiments run fast and every paper number traces to one command. Use when starting a new project, running a sweep, aggregating runs into a paper table, or cleaning up a codebase that has become hard to navigate. Trigger on "how should I structure my code", "set up my project", "organize my experiments", "starting a new paper", "run all these configurations", "collect my results into a table", "my code is getting messy", "which run produced this number", or "I inherited this codebase". Built for researchers who are strong in the mathematics and weak in software: it fixes a pipeline contract up front so adding an experiment is one line in a list, never an edit to shared code. Not for designing the training loop itself (pytorch-training-recipe / jax-training-recipe), reproducing one paper's method (paper-to-code), choosing which experiment to run or diagnosing overfitting (experiment-design), or auditing a released artifact (reproducibility-audit).
Use when reverse-engineering a binary or firmware — static triage + decompilation (Ghidra/IDA/Binary Ninja), dynamic instrumentation (GDB/Frida 17/angr), anti-reversing & packer bypass, OLLVM/VM deobfuscation, UEFI/BIOS RE & Secure Boot research, patch-diffing for n-days
Migrate from package:provider to Riverpod; ChangeNotifierProvider, ProxyProvider to ref.watch, context.watch to ref.watch, ConsumerWidget, incremental migration, family and autoDispose. Use when the user is migrating from Provider to Riverpod, or asks about Provider vs Riverpod, or how to replace ProxyProvider/ChangeNotifierProvider.
Use for foundational Roblox experience development: deciding what runs on the client or server, where scripts and modules belong, how to structure reusable code, and how to handle everyday services, attributes, bindables, workspace objects, input, camera, raycasts, collisions, and CFrame-based gameplay scripting in Studio.
Filesystem-based Roblox development with Rojo + Wally + Luau LSP + StyLua + selene. Use when setting up, modifying, or debugging .project.json sync, package manifests, toolchain pinning, sourcemap regen, editor integration, CI builds, or any filesystem-to-DataModel question. Tooling layer only — language rules live in luau-expert; runtime behavior lives in roblox-dev; UI libraries live in roblox-ui.
Provides comprehensive guidance for Rollup bundler including configuration, plugins, code splitting, tree shaking, and library bundling. Use when the user asks about Rollup, needs to bundle libraries, optimize output, or configure Rollup for production builds.
Plan a web scrape and author a validated extraction spec — explore a detail page, discover fields, confirm the schema, then validate it with more pages, HTML-variant comparison, extracted values, and an optional browser review, and present the plan for approval.
Turns a screenshot, mockup, Figma export, or photo of a UI into working front-end code—React + Tailwind CSS v4 by default, or Next.js, Vue, or plain HTML/CSS—matching layout, spacing, colors, and typography, then renders the result and compares it against the image to close visual gaps. Use whenever the user shares an image of a website, app screen, dashboard, component, or wireframe and wants it built, cloned, recreated, or “made real,” or says “code this up,” “build this design,” or “match this screenshot”
Instrument an application with Sentry — detect the platform, install and initialize the SDK if needed, and wire up any signal — error monitoring, tracing/performance, logging, metrics, profiling, session replay, user feedback, cron check-ins, uptime monitors for the deployed app, and AI/LLM monitoring (agent runs, token cost, and conversations for OpenAI, Anthropic, Vercel AI, LangChain, Google GenAI, Pydantic AI, Laravel AI, Mastra, Eve, Flue, Pi Durable, the Cloudflare Agents SDK, and Workers AI). Use to add Sentry to a project or to capture more than errors.
Move unlabeled and needs-triage issues through inbox states and write agent-ready briefs, on GitHub, Linear, Jira, or local files. Use when asked to sift the inbox, triage issues, show what needs attention, list the shortcuts or deferred limits marked in the code and file them as tickets, or /sift. Pass you-pick to triage without waiting for answers
Use when working with general SpacetimeDB client SDK concepts: generated bindings, connection lifecycle, identity, local cache, subscriptions, subscription semantics, reducer invocation, and update callbacks. Triggers on: client SDK, codegen, generated bindings, DbConnection, subscribe, local cache, reducer invocation, update callback.
Run `specify init` in the current or target directory to bootstrap a Spec Kit project (pull .specify/ and slash commands); supports multiple AI agents and --script sh/ps. Use when the user says "initialize Spec Kit project", "specify init", or "set up Spec Kit in this repo".
Install the Specify CLI on the host machine (uv tool install or uvx one-time); supports multiple OS, persistent or one-time install, and corporate or restricted-network environments. Use when the user says "install Spec Kit", "install Specify CLI", or "specify command not found".
Audits and improves SEO for static HTML sites. Use when the user asks to audit, set up, or improve SEO on a static site (Hugo, Jekyll, 11ty, Gatsby, Next.js static export, hand-rolled HTML, or `wp-static-clone` output), or mentions head metadata, structured data, JSON-LD, sitemaps, IndexNow, Open Graph images, schema endpoints, NLWeb, hreflang, or search engine indexing for a static site. For Astro projects, use `astro-seo` instead — its recipes produce less hand-rolled boilerplate by routing through `@jdevalk/astro-seo-graph`.
Customize Claude Code statusline. Use when: user says 'statusline', 'status line', 'customize statusline', 'modify statusline', 'statusline settings', 'statusline theme', 'change theme', 'color scheme', wants to add/remove/change segments (cost, git, model, context), switch color themes (catppuccin, dracula, nord), or asks what can be shown in the statusline.
Collects and documents exemplar code patterns as style anchors between technical requirements and implementation planning. Creates a reusable library of code examples with usage guidelines that implementation-planner references in task instructions to prevent architectural drift.
Craft elegant technical specifications with ASCII artistry, flow diagrams, and the Grove voice. The swan glides with purpose—vision first, then form, then perfection. Use when creating specs, reviewing documents, or transforming technical plans into storybook entries.
Expert guidance on using Valkey and Redis with Swift. Use when developers mention: (1) Valkey or Redis in Swift, (2) valkey-swift library, (3) RESP protocol or RESP3, (4) Redis cluster routing or hash slots, (5) pub/sub or subscriptions, (6) Redis transactions or MULTI/EXEC, (7) caching with Redis.
Implements Syncfusion Blazor PDF Viewer (SfPdfViewer) for viewing and editing PDF documents in Blazor applications. Use this when working with PDF rendering, annotation, text search, form filling, or document navigation in Blazor.
Implements Syncfusion JavaScript accumulation charts (Pie, Doughnut, Funnel, Pyramid) for proportional and percentage-based visualizations. Use when displaying categorical or proportional data. Covers legend and label configuration, interactivity, accessibility, and customization. Works with TypeScript (modules) and JavaScript (CDN/ES5).
Implements the Syncfusion Rich Text Editor and Markdown Editor using TypeScript (ej2-richtexteditor). Supports both HTML (WYSIWYG) and Markdown modes via editorMode on a single RichTextEditor class. Use this skill for toolbar setup, image/media/table handling, inline or iframe editing, AI assistant, smart editing, import/export, and all content editor scenarios.
Implement the Syncfusion Essential JS 2 TypeScript Scheduler (Schedule) component for event and appointment management. Use this when working with scheduling interfaces, calendar views, appointment CRUD operations, or resource management. This skill covers scheduler setup, views configuration, appointments handling, recurring events, resource scheduling, timeline views, editor templates, exporting functionality, timezone support, styling, and accessibility features.
Implement the Syncfusion Vue Chat UI component for Vue chat interfaces, messaging applications, conversational UI, chat widgets, real-time messaging, user-to-user communication, bot integrations, customer support chat, collaborative messaging, instant messaging features, chat rooms, or when user mentions "chat ui", "chat component", "messaging interface", "conversation view", or @syncfusion/ej2-vue-interactive-chat package.
Implements Syncfusion Vue DataManager for local/remote binding, CRUD, querying, caching, and middleware. Supports JsonAdaptor, ODataAdaptor, ODataV4Adaptor, UrlAdaptor, WebApiAdaptor, WebMethodAdaptor, RemoteSaveAdaptor, GraphQLAdaptor, CustomDataAdaptor, and CustomAdaptor. Covers Query class, filtering, sorting, paging, grouping, persistence, offline mode, caching, and error handling.
Use this skill when users need to apply themes, customize appearance, switch dark mode, use CSS variables, configure icons, or modify visual styling for Syncfusion Vue components. Covers icon library, size modes, and Theme Studio integration.
Styles applications using Tailwind CSS v4 utilities. Activates when adding styles, restyling components, working with gradients, spacing, layout, flex, grid, responsive design, dark mode, colors, typography, or borders; or when the user mentions CSS, styling, classes, Tailwind, restyle, hero section, cards, buttons, or any visual/UI changes.
Default product-domain stack guidance — frontend, backend, desktop, agent, scientific, static sites, and cross-surface contracts. Covers React, Effect Atom, TanStack Router, Effect Platform on Bun, Astro, coss-ui, Tailwind v4, Turborepo, Expo, NativeWind, React Native Reusables, FastAPI, Axum, Electron, CMake/Qt/VTK/ITK, and contracts (Effect Schema, OpenAPI, AsyncAPI). Use when choosing libraries, runtimes, architecture, refactoring stack, or comparing frameworks.
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.
