Skills
98,873 packaged capabilities and playbooks for agents. Install any of them with one command.
Development
This skill should be used when the user asks to "optimize TypeScript performance", "speed up tsc compilation", "configure tsconfig.json", "fix type errors", "improve async patterns", or encounters TS errors (TS2322, TS2339, "is not assignable to"). Also triggers on .ts, .tsx, .d.ts file work involving type definitions, module organization, or memory management. Does NOT cover TypeScript basics, framework-specific patterns, or testing.
Discover Venice models, their capabilities, constraints, and pricing. Covers GET /models (with the ?type filter - text, image, video, music, tts, asr, embedding, upscale, inpaint, decision, all, code), /models/traits, /models/compatibility_mapping, every ModelResponse field (capabilities, constraints, per-type pricing with promotional rates, uncensored, deprecation, voice-changer and voice-cloning specs), and how to use this to pick the right model programmatically.
Manage Git repositories and collaborative workflows — branching strategies, commit hygiene, conflict resolution, pull requests, hooks, and .gitignore management. Use when the user requests version control or provides relevant inputs for this workflow.
Comprehensive ABAP code quality checking using abaplint (automated static analysis) and Clean ABAP principles (manual code review). Use when users ask to check, lint, validate, review, or analyze ABAP code for syntax errors, clean code compliance, code quality, best practices, or adherence to Clean ABAP guidelines. Also use for abaplint setup, configuration, and execution. Triggers include "check this ABAP code", "lint my ABAP", "run abaplint", "configure abaplint", "is this clean ABAP", "review my ABAP", "analyze ABAP code quality", "code quality check", or "ABAP best practices".
Build React UIs in the animal-island-ui style — an a cozy island-style UI-inspired component library (warm earth tones, pill shapes, 3D game-button depth, soft motion). Use when (1) building pages or components with the animal-island-ui npm package in a React project; (2) generating a standalone single-file HTML page in this style with no build step; (3) the user asks for "a cozy island-style UI style", "animal island style", or a cozy rounded game-like UI.
ArkType runtime validation with TypeScript-native syntax. Type-safe schemas using string expressions, morphs, scopes, and generics. Includes ArkEnv for type-safe environment variable validation with auto-coercion and a Vite plugin. Use when defining schemas, validating data, transforming input, building type-safe APIs with ArkType, or validating environment variables with ArkEnv.
Use when loading images in Compose or Compose Multiplatform with Coil 3 — AsyncImage vs SubcomposeAsyncImage vs rememberAsyncImagePainter, ImageRequest configuration, placeholder/error states, performance in lists, and KMP setup with LocalPlatformContext.
Creates reviewable atomic git commits from an explicit list of files or folders after the user asks, in words, to commit. Use when the user says commit these files, commit only src/x, split my changes into atomic commits, commit the ticket work, or keep unrelated work out of the commit
Use when about to approve a design document — a spec, plan, design doc, RFC, or ADR — and you want an adversarial pre-approval review that surfaces gaps before sign-off. Hunts recurring gap categories (bootstrap & ownership, naming honesty, scale, hidden assumptions, consistency-with-shipped-code, idempotency/failure, security, necessity, completeness) plus, for a plan, a plan lens (task granularity, dependency-DAG, coverage-vs-spec, exit-criteria testability). Verifies claims against the codebase (file:line, never fabricating); returns findings + a ready-for-approval / has-blockers verdict. Review-only: never edits and never approves — the human decides, the author fixes. Gates generic design docs, RFCs, standalone ADRs, specs, and plans — NOT the doc-library technical-design, architecture-doc + its linked ADRs, data-model, or api-spec artifacts (each routes to its dedicated reviewing-* twin). Keywords: design review, spec/plan/RFC/ADR review, gap analysis
Use this skill when the user is dealing with the DOCA environment around their workload—verifying an install is healthy; preparing the build environment (pkg-config, headers, LD_LIBRARY_PATH, hugepages, devlink, representors); debugging environment-related failures; deciding between container and bare-metal deployment; or reaching a DOCA installation from a host without one via the NGC DOCA container Stage-1 fallback. Trigger even when the user does not explicitly mention “DOCA setup.” Typical implicit phrasing includes “just got a BlueField, what now,” “code is built, how to run it,” “pkg-config can’t find doca-flow,” “no free 2048 kB hugepages,” “representor X not found,” or “on a Mac and want to learn DOCA.” Refuse and route elsewhere for library API specifics (Flow pipes, RDMA queues), the modify-a-sample first-app workflow or program-side DOCA_ERROR_* debugging, and “where is X documented” knowledge-map questions—those belong to other skills
Build chat interfaces for querying documents using natural language. Extract information from PDFs, GitHub repositories, emails, and other sources. Use when creating interactive document Q&A systems, knowledge base chatbots, email search interfaces, or document exploration tools.
Scaffolds a complete .NET solution following Clean Architecture principles with proper layer separation (API, Application, Domain, Infrastructure). Creates project structure, dependency injection setup, and cross-cutting concerns configuration.
Reference for the Rust AI/ML library fandhe-ai. A from-scratch implementation independent of Burn / candle / tch. Includes tape(), tape_for, Tape, Gradients, Tensor, Var, LinearVars, autodiff, kernel fusion, FusionPlan, BackendOps, Device (Cpu / Cuda / Metal), DeviceParamStore, compat::array, compat::Sequential, nn::Module, optim (AdamW / GradScaler), data::DataLoader, ONNX import / export, safetensors, inference::generate / KvCache, and guardrail / self-repair CLI.
Expose a Factorial Code process to Factorial as a Factorial Action—the `factorial` block in a process's metadata.json (master switch, awaitResult, requiredPolicies, and the uiTrigger / form / agentTool / backend entry points), the Factorial One tool contract (description, effect, whenToUse, whenNotToUse, preconditions, doesNotDo, degradation, simulatesFor), the reserved lifecycle slugs, the parameters schema as the contract with Factorial, and how the legacy `form` / `uiTrigger` blocks are kept mirrored. Use when configuring how Factorial reaches a process, writing an agent tool contract, or filling the "Trigger from Factorial" section of a process.
Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping
Create or modify Halo CMS plugins, including Java backend code, plugin.yaml and extension resources, Gradle and DevTools configuration, plugin APIs and lifecycle, and Vue-based Console or User Center UI. Use for Halo plugin implementation, migration, debugging, or integration work; do not use for theme-only changes
Help apps and distribution channels integrate PCS Hub into their frontend. Use when user says "/hub-api-integration", "integrate PCS Hub", "embed PCS Hub swap", "PCS Hub integration guide", "how do I add PCS Hub to my wallet", "create a PCS Hub integration spec", or describes wanting to embed PCS Hub quote/swap functionality in an external UI.
КОНТРАКТ AGENTS.md: 39. БЕЗ ПРОСЬБЫ прогони, если contract обложки ниже 39 или его нет; репо без признаков — только предложи. Триггеры: iskronify, «прокачай репо», «привести проект к стандарту», «завести/обновить AGENTS.md», set up AGENTS.md. Два такта: «встать» — граф, контур по origin, роль, обложка, guard; «доделать» — слоты из графа, кода и ответов агентов в деле выравнивания. AGENTS.md обновляется без человека; ему — принципиальное, а когда спросить некого — и невыводимое. Нужны тулы iskron_*.
Set up Lingui in a React or Vue framework. Use when adding Lingui to a Next.js App Router, Vite, React Router 7, Remix, TanStack Start, or Vue 3 (Vite, Nuxt) project, when wiring locale detection, locale-prefixed URLs, or SSR locale resolution, or when a working setup breaks after a framework or build-tool upgrade.
Use when an approved workspace spec needs an execution-ready implementation plan with ordered, verifiable steps. Specs are mandatory: this skill consumes design decisions, verifies that the spec still matches the codebase, and writes the repo-native plans/ artifacts. Inherits optional goal provenance; see loam::setting-goals.
Optimizes Magento 2 caching strategies for enterprise performance. Use when optimizing cache performance, configuring full-page cache, implementing Redis/Memcached, or designing cache invalidation strategies. Masters FPC, application cache, and distributed caching solutions.
Install and wire markstream-vue, markstream-react, markstream-vue2, markstream-angular, markstream-svelte, or markstream-solid into an existing repository. Use when Codex needs to choose the right package, install the smallest framework-specific peer-dependency set, fix CSS/reset order, choose Vue 3 renderer mode and built-in, plain, or custom code-block paths, decide between `content`, `nodes`, and Vue 3 virtual-scroll coordination, or add a minimal working renderer example.
Expert coding guide for OpenHarmony C++ development. Use this skill when writing, refactoring, or reviewing C++ code for OpenHarmony projects. It enforces strict project-specific conventions (naming, formatting, headers) and critical security requirements (input validation, memory safety).
Generate a conventionally-named branch and PR title from a feature description. Use when the user is starting a new branch, opening a PR, or asks how to name a branch or PR. Triggers on phrases like "create a branch", "name this branch", "open a PR", "what should I call this branch", "PR title for this".
Prisma ORM integration patterns with NestJS for production applications. Use PROACTIVELY when working with Prisma schemas, migrations, PrismaService, atomic transactions (including SELECT FOR UPDATE), repositories as infrastructure adapters in Clean Architecture, optimized queries (N+1, includes, pagination), seeds, and testing with Prisma Mock. Always activate when these keywords appear: Prisma, PrismaService, prisma.$transaction, prisma migrate, schema.prisma, PrismaClient, Prisma.validator, include/select, upsert, createMany, or any database operation with Prisma in a NestJS project.
Rigorous engineering orchestrator ported from Lauren Tan's pstack (poteto-mode): reads your task, picks one of 23 playbooks (bug fix, feature, refactoring, perf, investigation, prototype, babysit, shipping, autonomous run, orchestrate, and more), routes to bundled procedures (how, why, architect, arena, swarm, interrogate, unslop, technical-writing, show-me-your-work, tdd, and others), and applies 24 engineering principles. Self-contained: no plugin install, no sibling skills required, works with any agent that reads skills.sh-format SKILL.md files. Use whenever a task needs rigor: nontrivial code changes, architecture decisions, debugging, reviews, PRs, long autonomous runs, or "work like poteto", "poteto-mode", "pstack".
Debugs PyTorch 2 compiler stack failures, including Dynamo graph breaks, Inductor codegen errors, AOTAutograd crashes, and accuracy mismatches. Use for torch.compile errors, BackendCompilerFailed exceptions, recompilation issues, Triton kernel failures, FX graph problems, or debugging PT2, Dynamo, Inductor, or compiled model issues.
Python code refactoring skill covering code smell identification, design pattern application, readability improvements, and practical experience. Use when the user requests "重构代码", "refactor", "代码优化", "改善代码质量", "code smell review", "应用设计模式", or "提升可读性", or submits a code review request. Supports producing a structured refactoring document after refactoring is complete ("输出重构文档", "生成重构报告"). Includes practical patterns distilled from 20+ real refactoring PRs in the vllm-ascend repository.
Vue port of Radix UI Primitives (headless, accessible, unstyled). ALWAYS use when writing code that imports "reka-ui" or "reka-ui/namespaced", building components with Reka UI primitives, or debugging and reviewing Reka UI usage. Provides version-specific API rules, composition patterns, and styling guidance.
Conventions for adding or editing the SceneMenuBar above a scene's <SceneTitleSection>. Use when adding new menu items, moving items between menus, gating behind feature flags, building a new scene's menubar, or wiring rich inputs (tags, combobox) into the bar.
AI-powered Scrum Master and Enterprise Agility Coach based on Jeff Sutherland, Taiichi Ohno, and First Principles thinking. Use when user needs help with Scrum, sprint analysis, backlog refinement, scaling advice, impediment removal, team dynamics, or agile coaching. Activate for questions about Scrum mechanics, Scrum@Scale, flow optimization, or team performance
Use this skill when users need to validate domain name format, check domain availability, or search for available domain names. It activates when users ask about domain validation, domain availability checking, domain search, or domain name verification.
Run the sibling checkout-commit-push-pr and soft-delete-git skills in sequence, merge the resulting green pull request, and safely remove the merged local branch. Use when the user says "ship it" or asks to commit, push, open, validate, merge, and clean up a pull request as one autonomous end-to-end workflow.
Perform thorough code reviews for Swift/SwiftUI code, including spec adherence (PR description + linked issues), code quality, architecture, performance, security, Swift 6+ best practices, project standards from .claude/CLAUDE.md, and meta-feedback on recurring patterns that suggest gaps in the agent's instructions. Use when reviewing PRs/MRs (especially AI-generated ones), performing quality audits, validating against original spec, or providing structured feedback with severity levels and improvement suggestions for both the code and the agent loop that produced it.
Create, read, edit, secure, sign, and convert PDF documents (.pdf) using Syncfusion PDF Library for .NET. Use this skill for PDF processing and document automation when the user asks to generate PDF files, modify PDF content, add security or signatures, extract text or images, merge or split PDFs, or perform PDF/A conversion using C# code or CSX execution.
Use this skill when a user asks how to generate, integrate, or implement a Word-like document editor in React using Syncfusion. Trigger it for requests involving the Syncfusion React Document Editor, React-based editor integration, document editing and formatting, comments and track changes, working with tables and images, managing headers and footers, applying document protection, and building end-to-end document workflows in React 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.