Skills
98,873 packaged capabilities and playbooks for agents. Install any of them with one command.
Development
Authenticate and configure access to a Jinkō project via the jinko-sdk. Use this skill whenever the user wants to connect to Jinkō, install the SDK, set up credentials or a .env file, verify API access, fail-fast check that a JINKO_API_KEY or JINKO_SESSION_CODE and JINKO_PROJECT_ID work, obtain a session code from the Jinko MCP get_session_code tool, tell a project key from an organization key, choose between JinkoClient and JinkoOrgClient, or debug ConfigurationError, AuthenticationError, or AuthorizationError from the SDK. Do not use this skill for creating models, vpops, protocols, output sets, or trials.
Refresh a SINGLE app's durable AI context — a thin `CLAUDE.md` router over discovered reference docs so future sessions start knowing the repo without paying for stale guesswork. Detects the framework shape, discovers the real routes, exports, flows, and subsystems from code, rewrites the imported references, then keeps `CLAUDE.md` compact and always-loaded. User-only maintenance workflow that mutates durable project memory: every claim is GROUNDED in the real codebase, never invented, and human-authored rules are preserved rather than overwritten. Use to initialize or refresh one app's context map after meaningful changes.
Guides safe, evidence-led changes to the TaxonomicFilter, PostHog's picker for events, actions, properties, cohorts, and more. Use when adding features, fixing bugs, removing groups or tabs, changing search, ordering, recents, pinning, empty states, loading or performance, or refactoring the classic picker, rebuild menu, or headless filter panel. Indexes how users actually pick, known failure modes, the feature inventory, design principles, contested decisions, where to find evidence, and how to measure a change.
Use this skill when building or packaging reusable NeMo Relay runtime behavior as an embedded configuration component or a manifest-backed `rust_dynamic` native or `worker` gRPC plugin, with deterministic validation and rollback-safe registration.
PDF engineering for extraction, generation, modification, and form filling. Use when extracting text or tables from PDFs, generating PDFs with Puppeteer, modifying PDFs with pdf-lib, filling PDF forms, or implementing PDF security. Use for AI-assisted OCR, HTML-to-PDF conversion, and document processing pipelines.
Triage and fix one microsoft/playwright-cli issue, or do a maintainer's task, unattended inside the Issue triage GitHub Actions workflow (.github/workflows/triage.yml), which a needs-triage, needs-triage-mac or needs-triage-win label starts, or a maintainer starts by hand with an issue, a task or both. Reproduces the issue on the runner, then leaves a verified fix proposal for the workflow to open as a draft PR, in this repo or in microsoft/playwright where the source of the CLI is, or an investigation note for it to post on the issue. Only for that workflow.
Find shadcn registry items by keyword to install, compare registries, or verify before add. Use when the user wants a component but didn't give @registry/name or asks which registry has X — even without mentioning MCP. Keyword on names/descriptions only; not layouts, blocks, or semantic search (shoogle.dev/search). Skip known add targets.
How to send real-time in-app notifications from PostHog backend code. Use when integrating notifications into a new feature, wiring up a notification source (alerts, comments, approvals, pipelines, issues), or choosing the right target type and priority for a notification.
Planning skill for AI-powered conversational agents. Qualifies the developer's use case across outcome sophistication, entry point, and customer profile to recommend the right Twilio Conversations architecture and implementation skills. Handles both high-level requests (“build me a voice AI assistant”) and specific ones (“integrate ConversationRelay with my OpenAI backend”).
Use this skill to perform actions inside an Unreal Engine project via a live-editor MCP connection. Trigger when the user wants to change, query, or run something in their Unreal Engine project, not for conceptual or docs questions. Concrete triggers: spawn/move/duplicate/transform actors in a level, open a `.uproject`, add things around a PlayerStart, create or edit a Blueprint/Widget/Material/Niagara/Control Rig/Sequencer/Behavior Tree/GAS ability, read or write properties on actors (e.g. `bIsLocked` on `BP_DoorActor`), Live Coding recompile after editing C++ (`AActor`, `UMyComponent::Method`, `UPROPERTY`), or modify Static/Skeletal Mesh assets. Treat as Unreal context even without the word "Unreal": asset prefixes `BP_`, `WBP_`, `M_`, `MI_`, `NS_`, `CR_`, `SK_`, `SM_`, `ABP_`; UE C++ types/macros; `.uproject`; Content Browser; Outliner; PlayerStart; "in my game" plus UE signals. Skip for: pure conceptual/docs questions, Unity, Godot, or unrelated uses of "blueprint"/"sequencer"/"widget".
Reference guide for OpenAPI specification best practices, naming conventions, and expressing complex REST API patterns like polymorphism, enums, file uploads, and server-sent events. Use when writing or improving OpenAPI specs to ensure they follow established conventions and generate quality SDKs.
Builds and maintains a repo's own verification harness (verify CLI, doctor, worktree isolation, feature map, seed data) and a reproduce-first bug handoff. Use when asked to "build a verification harness", "add a doctor command", "prove every feature still works", or "reproduce this bug report".
Maximum-efficiency dev mode: terse, zero-fluff prose and YAGNI/ladder-first code. Use when the user says "chisle mode", "activate chisle", "chislify", "be efficient", "be minimal", "no fluff", "yagni", or invokes /chisle. Deactivate with "stop chisle" or "normal mode".
Enforces which Dart 3 construct each declaration earns — sealed class + exhaustive switch with no `default:`/`case _:`, the three class modifiers (`sealed`/`final`/`abstract interface class`) and skip the rest, records as intra-layer tuples only, immutable value types (`final` fields, `const` ctor, value equality) hand-rolled when trivial and `freezed` when boilerplate dominates, explicit stable identity, total non-throwing domain functions, make-illegal-states-unrepresentable, and firm method/build/file/nesting complexity limits (the single-source-of-truth table other skills cite) — while banning `late`/`!`/`dynamic` honesty dodges. Use when authoring or reviewing any Dart type or declaration: class vs enum vs record vs typedef, hand-rolled vs `freezed`, adding a `switch`/`if-case`, writing `copyWith` or `==`/`hashCode`, deciding identity, keeping a domain function total, or hitting a length/nesting limit.
Set up or modernize code-quality tooling for JavaScript and TypeScript projects. Use when creating a project, adding code-health or CI quality checks, making a repository agent-ready, or consolidating dead-code, duplication, architecture, dependency, and changed-code analysis. Do not use for formatting-only, lint-rule-only, or TypeScript type-error tasks. Do not use to run an analysis of a project that is already set up; use the fallow skill for that.
Create, retrieve, update, and manage GitHub issues with full context collection. Use when the user wants to create a new issue, view issue details, update existing issues, list project issues, add comments, or manage issue workflows on GitHub (github.com, gh CLI). If the user does not specify a platform, refer to the repository's git remote: use this skill only if the remote is GitHub — otherwise see gitlab-issue
Creates, modifies, and debugs Infrahub Generators—design-driven automation that builds infrastructure objects from templates and topology definitions. Trigger when: building design-to-implementation workflows, auto-creating objects from templates, topology-driven generation, modifying or extending an existing generator, debugging why a generator produced or deleted the wrong objects or left a field empty or incorrect, or changing what a generator produces. Do not trigger when: designing schemas, writing data transforms, querying live data, or populating static data files.
Ink terminal renderer for json-render: turns JSON specs (including AI-generated ones) into interactive terminal UIs with standard components, data binding, visibility rules, actions and dynamic props. Use for building terminal UIs from JSON or component catalogs.
Production-grade SwiftUI with Apple Design Award-quality aesthetics. Use when building visually striking iOS interfaces — screens, components, redesigns. Screenshot-driven visual iteration, Liquid Glass (iOS 26+), bold design direction. For design advice without code, use ios-design-consultant instead.
Analyzes and manages Magento 2 system configuration. Use when analyzing configuration, retrieving configuration data, managing system settings, or troubleshooting configuration issues. Masters configuration analysis, system settings, and configuration optimization.
Expert micro-interaction architect for mobile apps, web applications, and responsive websites. Use this skill when the user asks to add, build, fix, audit, or consult on micro-interactions, animations, transitions, motion design, gesture feedback, haptics, loading states, skeleton screens, pull-to-refresh, swipe actions, scroll animations, button states, form validation feedback, toast notifications, modals, dropdowns, toggles, progress indicators, shared element transitions, spring physics, easing curves, motion tokens, or any interaction that provides visual/haptic/auditory feedback to user actions. Triggers on: "micro-interaction", "animation", "transition", "motion", "easing", "spring", "gesture", "haptic", "feedback", "loading state", "skeleton", "shimmer", "pull to refresh", "swipe", "drag", "hover effect", "press state", "focus ring", "scroll animation", "parallax", "stagger", "orchestration", "reduced motion", "View Transitions", "layout animation", "shared element", "hero animation", "morphing", "Framer Motion", "GSAP", "Lottie", "Rive", "React Spring", "anime.js", or any request to make an interface "feel better", "feel alive", "feel snappy", "feel responsive", or "feel polished".
Integration guide for Morph's WarpGrep (fast agentic code search) and Fast Apply (10,500 tok/s code editing). Use when building coding agents that need fast, accurate code search or need to apply AI-generated edits to code efficiently. Particularly useful for large codebases, deep logic queries, bug tracing, and code path analysis
(NS) Gated PM: clarify, RICE/WSJF, sprint, PERT/Monte Carlo; PRD (product discovery doc); product/project roadmap (multi-version); version handoff; release delivery report for leadership (relatório de entrega da versão, deploy report para diretoria, o que vai para produção); risk/status/OKR; orçamento, Function Points, proposta comercial, preço do ponto de função, quanto custa o PF; cronograma P100/P85/P50. Use on transcripts, backlog, timeline, delivery date, status, roadmap, roadmap do projeto, roadmap de produto, PRD, product requirements document, documento de requisitos de produto, versões entregues/planejadas, orçamento, cotação, cronograma, handoff, fecha a versão, valor do PF, não sei o preço do ponto de função, dúvidas do dev, perguntas da equipe sobre o PRD — even if PM unnamed. Do NOT use for coding, SDD requirements.md, GitLab issue execution, or `/ns-requirements-enricher`.
Olares app packaging and chart authoring via olares-cli chart — port a repo, docker-compose, or generic Helm chart; build/push the image; author, lint, package, and deploy an OlaresManifest; wire storage, middleware, entrances, env, and GPU; edit the chart after diagnosis. Runtime failure diagnosis is olares-doctor; public Market submission is olares-publish.
Embed Omni Analytics dashboards in external applications — URL signing, custom themes, iframe events, entity workspaces, and permission-aware content — using the @omni-co/embed SDK and Omni CLI. Use this skill whenever someone wants to embed a dashboard, sign an embed URL, customize the embedded theme, handle embed events, listen for clicks or drills in the iframe, send filters to an embedded dashboard, set up entity workspaces, look up embed users, build a permission-aware content list, white-label an embedded dashboard, or any variant of "embed this dashboard", "customize the iframe theme", "handle click events from the embed", "filter the embedded dashboard", "set up embedding", or "what dashboards can this user see".
Official OpenAI skills relevant to design work: image generation and editing, desktop screenshot capture, and Figma skills for design implementation, Code Connect component mapping, and design system rules. Part of a larger curated OpenAI skills repo.
Verified, current Roblox and Luau knowledge for writing, reviewing and debugging Roblox game code. Use it for ANY task that involves Roblox, Luau or Roblox Studio, even a quick question or a one-line snippet: scripts and modules, RemoteEvents, DataStores and ProfileStore, ProcessReceipt and monetization, UI, the Input Action System, Parallel Luau and Actors, performance, security and anti-exploit, deprecated APIs, Rojo, and the Roblox Studio MCP tools (execute_luau, multi_edit, script_read). It holds facts that general knowledge gets wrong (which properties a game Script may set, features that exist but are not enabled, Studio betas that cannot be published, engine changes up to 0.745 and Luau up to 0.744) and worked examples tested in Studio, so consult it before answering from memory. Not for Lua outside Roblox (Redis, OpenResty, WoW addons, LOVE) or for other game engines.
Provides comprehensive guidance for Spring AI Alibaba, including Alibaba Cloud AI services integration, model APIs, and AI application development. Use when the user asks about Spring AI Alibaba, needs to use Alibaba Cloud AI services, or integrate AI capabilities in Spring applications.
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.
