Skills
97,222 packaged capabilities and playbooks for agents. Install any of them with one command.
Development
Use when writing Helion (import helion; import helion.language as hl) kernels over nested/ragged/jagged tensors (offsets/variable-length rows), OR when managing Helion autotuning that is slow — saving/loading tuned configs, selecting configs by GPU architecture and input shape, or avoiding re-tuning across machines. Covers hl.jagged_tile, Config.save/load, the autotune cache, helion.from_cache, AOT heuristics (aot_kernel/aot_runner), and shape specialization.
HeroUI v3 component library expertise for React (web) and React Native (mobile). Use when code imports @heroui/react, @heroui/styles, or heroui-native, user asks to build UI with HeroUI, or references HeroUI components, theming, or migration from NextUI/HeroUI v2.
Build, configure, review, debug, migrate, or plan Hey API (@hey-api/openapi-ts) OpenAPI-to-TypeScript codegen with current docs. Use for openapi-ts, defineConfig, generated SDKs, types, Fetch/Axios/Next/Nuxt/Ky/OFetch/Angular clients, Zod/Valibot validators, TanStack Query and Pinia Colada plugins, MSW/Faker mock plugins, vite-plugin, client.setConfig, auth, interceptors, throwOnError, registry inputs, and regenerating clients from OpenAPI specs.
Expertise in architecting, implementing, reviewing, and debugging hierarchical matching systems. Use when working with: (1) Two-sided matching (Gale-Shapley, hospital-resident, student-school), (2) Assignment/optimization problems (Hungarian algorithm, bipartite matching), (3) Multi-level hierarchy matching (org charts, taxonomies, nested categories), (4) Entity resolution and record linkage across hierarchies. Triggers: debugging match quality issues, reviewing matching algorithms, translating business requirements into constraints, validating match correctness, architecting new matching systems, fixing unstable matches, resolving constraint violations, diagnosing preference misalignment.
HotChocolate 16.6+ server implementation best practices for .NET GraphQL services. Use when writing or reviewing C# in a HotChocolate project — resolvers, classes with [QueryType], [MutationType], [ObjectType], or [DataLoader], Green Donut DataLoaders, EF Core data access inside resolvers, pagination, or GraphQL performance work in .NET. Triggers on 'HotChocolate', 'Green Donut', 'DataLoader', 'resolver', 'AddGraphQLServer', or any edit to a file that uses HotChocolate attributes or types. Applies to standalone servers and to source schemas (subgraphs) in a composite setup.
Build, annotate, review, screenshot, and deliver native HTML UI prototypes with AI agents using reusable UI packs, DOM-bound product annotations, in-browser Direct Edit, browser review pins, a local authoring server, an element-to-source Inspector, and multi-state screenshots. Use when the user mentions /html-prototype-build or asks to reconstruct UI in HTML, create product annotations, edit prototype styles, review or mark DOM elements, capture prototype states, package prototype deliverables, or add components to the module sketch board. Works with Claude Code, Codex, Cursor, and other Agent Skills clients; do not use for generic source-code navigation, ordinary documentation, or production frontend development.
Your purpose is now is to create reusable command line scripts and utilities for using the Hugging Face API, allowing chaining, piping and intermediate processing where helpful. You can access the API directly, as well as use the hf command line tool.
Create or expand an Idea.md / IDEA.md file from a rough description, existing repo, conversation history, notes, or other early-stage product inputs. Use when the user asks to "write an Idea.md", "turn this into an idea file", "capture this product idea", "expand this concept", or wants a repo-grounded concept brief before validation, PRD, or implementation work.
Guide for building with the Ika TypeScript SDK (@ika.xyz/sdk) on Mysten Sui v2. Use when creating dWallets, signing cross-chain transactions, managing encryption keys, or integrating with the Ika network from TypeScript/JavaScript. Triggers on tasks involving @ika.xyz/sdk, dWallet operations, IkaClient, IkaTransaction, or Ika cross-chain signing.
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.
Interact with InteractiveAI and access its documentation. Use when needing to (1) manage platform resources such as services, secrets, traces, vector stores, and prompts via the `iai` CLI, (2) look up InteractiveAI documentation, concepts, integration guides, or SDK usage, or (3) understand how any InteractiveAI feature works. This skill covers CLI-based platform operations, SDK instrumentation, and documentation retrieval.
Build, review, debug, configure, migrate, or plan Intlayer 9.6 internationalization in TanStack Start React apps with current docs. Use for [email protected] (9.5+ APIs), react-intlayer, vite-intlayer, intlayer.config.ts, .content.ts dictionaries, t/plural/enu/cond/gender/select/insert/nest/md/html/file, collections, variants, getIntlayerAsync, useIntlayer, useLocale, useExperiment, useRewriteURL, IntlayerProvider, getLocale, validatePrefix, getPrefix, locale routing with {-$locale}, native TanStack Link/useNavigate (no LocalizedLink wrappers), locale switchers, Vite locale proxy, vite-intlayer/nitro-handler, SSR cookies/headers, SEO head/sitemap, CLI init/upgrade/build/fill --ci/push/pull/test/scan/extract, compiler, analytics, CMS/editor, chunkGrouping, dictionariesPreload, compat adapters, syncJSON, and Next.js next-intlayer avoidance on Start.
Implementation guide for adapting apps to Apple's iPhone Duo, an iPhone with multiple displays and a fold. Covers size class, safe area asymmetry, reserved regions, vertical bars, arrangement, hinge, scene accessories, and dual front cameras. Always use this skill when iPhone Duo, a foldable iPhone, inner/outer displays, vertical toolbars, hinge angle, reserved region, ArrangementView, CameraCaptureAccessory, or AVCaptureDeviceDirectionCoordinator is mentioned. Also consult it for requests such as "adapt my app to iPhone Duo", "my layout breaks when folded", "the bars become vertical", or "switch cameras when opening or closing", and for any iOS discussion of multiple displays, folds, or pose changes even when iPhone Duo is not named.
JavaScript/TypeScript SDK for inference.sh - run AI apps, build agents, integrate with all models. Package: @inferencesh/sdk (npm install). Full TypeScript support, streaming, file uploads. Build agents with template or ad-hoc patterns, tool builder API, skills, human approval. Use for: JavaScript integration, TypeScript, Node.js, React, Next.js, frontend apps. Triggers: javascript sdk, typescript sdk, npm install, node.js api, js client, react ai, next.js ai, frontend sdk, @inferencesh/sdk, typescript agent, browser sdk, js integration
Use JavaScript number math safely for front-end UI behavior, including expressions, precedence, coercion, NaN, Infinity, floating-point precision, BigInt limits, modulo wrapping, rounding, random values, and repeatable UI randomness. Use when building sliders, carousels, counters, animation values, randomized UI, financial-ish display values, or debugging numeric edge cases in browser JavaScript.
Refactor Kotlin code toward clearer, more idiomatic design without breaking Spring behavior, serialization, persistence, or public contracts. Use when Java-flavored Kotlin needs cleanup, domain modeling should become more expressive, or boilerplate should be reduced, but the refactoring must remain safe for proxies, Jackson, JPA, configuration binding, and existing tests
Securely integrate with the official LabArchives ELN REST-like API and Inventory API v1. Use for regional endpoint selection, signed-request construction, user authorization and UID flows, local LA container validation, and verified LabArchives integration workflows.
Design Rails applications using layered architecture. Use when analyzing codebases for architecture violations, planning feature implementations, deciding where code belongs, or extracting abstractions from fat models/controllers. Complements dhh-coder (which keeps things simple) with guidance for when complexity demands structure.
Linear API integration with managed OAuth. Query and manage issues, projects, teams, cycles, and labels using GraphQL. Use this skill when users want to create, update, or query Linear issues, search for tasks, manage projects, or track work. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway). Requires network access and valid Maton API key.
This skill should be used when comparing Lisa's source templates against a target project's implementation to identify drift. It validates the Lisa directory, detects project types, scans template directories, compares files, categorizes changes, and offers to adopt improvements back into Lisa. This is the inverse of lisa:review-implementation.
Audit code comments and docstrings quality across 6 categories (WHY-not-WHAT, Density, Forbidden Content, Docstrings, Actuality, Legacy). Use when code needs comment review, after major refactoring, or as part of ln-100-documents-pipeline. Outputs Compliance Score X/10 per category + Findings + Recommended Actions.
This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or similar, JSON locales), including installing/configuring the i18n framework, replacing hard-coded strings, ensuring en-US/zh-CN coverage, mapping error codes to localized messages, and validating key parity, pluralization, and formatting.
Port MATLAB Data Acquisition Toolbox code from the discouraged (legacy) session-based interface (daq.createSession, addAnalogInputChannel, startBackground, DataAvailable listeners, queueOutputData, wait) to the recommended DataAcquisition interface (daq("ni"), addinput, start, ScansAvailableFcn, write, preload). Use when migrating legacy DAQ scripts, converting session-API calls, working with DataAcquisition objects, writing multi-feature DAQ scripts that combine triggers, callbacks, continuous acquisition, or analog output. Also use when a user says their DAQ script “used to work” or “errors on R20XX”, since modernizing legacy session-API code is a frequent fix for those failures. Trigger keywords: daq, DAQ, NI, session interface, addtrigger, addclock, ScansAvailableFcn, ScansRequiredFcn, daq.createSession, addAnalogInputChannel, startBackground, queueOutputData, DataAvailable, evt.Data, evt.TimeStamps, wait(d), preload, discouraged, legacy, modernize, R2020a.
Add speech-to-text voice input to .NET MAUI apps using CommunityToolkit.Maui. Covers speech recognition, microphone permissions, and hands-free text entry. Works with any UI pattern (XAML/MVVM, C# Markup, MauiReactor). USE FOR: "speech to text", "voice input", "speech recognition", "microphone input", "voice command", "dictation", "SpeechToText", "hands-free text", "transcribe speech". DO NOT USE FOR: text-to-speech output (different feature), media playback (use maui-media-picker), or general permissions (use maui-permissions).
Create maintainable Mermaid diagrams for software documentation, including flowcharts, sequence, class, ER, C4, architecture, state, git, gantt, chart, kanban, packet, venn, and ishikawa diagrams. Trigger when structure, relationships, sequencing, or architecture would be clearer visually, especially for persistent README, wiki, PR, or design-document diagrams. Verify the target renderer and Mermaid version before using version-sensitive or beta syntax.
Drive mex (`mex-agent`), persistent project memory and code graphs for AI coding agents. One command scaffolds a living wiki, builds a deterministic code graph, and installs a project anchor file (CLAUDE.md, root AGENTS.md, .cursorrules, .windsurfrules, copilot-instructions.md, or .opencode/opencode.json) that your agent auto-loads as a standing rule document. Use when the user wants to `mex setup` a new project, build a symbol-grounded wiki, keep knowledge connected to implementation, route relevant context to agents, or run drift detection (`mex check`, `mex sync`). Triggers on: "mex setup", "project memory", "code graphs", "codebase documentation", "drift detection", "agent memory", "structured scaffolds", "architectural context", "living wiki", "project anchor file".
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.
