SWR data-fetching expert guidance. Use when building React apps with client-side data fetching, caching, revalidation, mutations, optimistic UI, pagination, or infinite loading…
Turbopack expert guidance. Use when configuring the Next.js bundler, optimizing HMR, debugging build issues, or understanding the Turbopack vs Webpack differences.
Turborepo expert guidance. Use when setting up or optimizing monorepo builds, configuring task caching, remote caching, parallel execution, or the --affected flag for incremental…
v0 by Vercel expert guidance. Use when discussing AI code generation, generating UI components from prompts, v0 CLI usage, v0 SDK/API integration, or integrating v0 into…
Vercel Agent guidance — AI-powered code review, incident investigation, and SDK installation. Automates PR analysis and anomaly debugging.
Vercel app and REST API expert guidance. Use when the agent needs live access to Vercel projects, deployments, environment variables, domains, logs, or documentation thro — from…
Vercel CLI expert guidance. Use when deploying, managing environment variables, linking projects, viewing logs, managing domains, or interacting with the Vercel platform from the…
Vercel Flags guidance — feature flags platform with unified dashboard, Flags Explorer, gradual rollouts, A/B testing, and provider adapters.
Vercel Functions expert guidance — Serverless Functions, Edge Functions, Fluid Compute, streaming, Cron Jobs, and runtime configuration.
Vercel Queues guidance (public beta) — durable event streaming with topics, consumer groups, retries, and delayed delivery. $0.60/1M ops. Powers Workflow DevKit.
Vercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely. Supports AI agents, code generation, and experimentation.
Vercel Services — deploy multiple services within a single Vercel project. Use for monorepo layouts or when combining a backend (Python, Go) with a frontend (Next.js, Vit — from…
Vercel storage expert guidance — Blob, Edge Config, and Marketplace storage (Neon Postgres, Upstash Redis).
Full-story verification — infers what the user is building, then verifies the complete flow end-to-end: browser → API → data → response.
Vercel Workflow DevKit (WDK) expert guidance. Use when building durable workflows, long-running tasks, API routes or agents that need pause/resume, retries, step-based execution,…
Use when building or debugging OpenAI Agents SDK workflows — defining agents with tools and handoffs, wiring typed context, streaming responses, adding guardrails, or integrating…
Activates the 'Swarm Orchestrator' for building multi-agent systems with the openai-agents SDK. Enforces a 'Live Docs First' approach to verify syntax via Context7, preventing API…
Expert guidance for building AI agents with the OpenAI Agents SDK, from simple single-agent systems to complex multi-agent workflows.
OpenAI Agents SDK for JavaScript/TypeScript (text + voice agents). Use for multi-agent workflows, tools, guardrails, or encountering Zod errors, MCP failures, infinite loops, tool…
Complete skill for building AI applications with OpenAI Agents SDK (JavaScript/TypeScript),
Build ChatGPT apps with MCP servers on Cloudflare Workers. Extend ChatGPT with custom tools and interactive widgets (HTML/JS UI).
Patterns for building AI chatbot frontends using OpenAI ChatKit with Next.js App Router, including custom backend integration via ChatKit Python SDK.
Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform
Run OpenAI Codex CLI from OpenClaw for coding tasks in a target project directory. Use when the user asks OpenClaw to use Codex for implementation, debugging, refactoring, review,…
Access OpenAI developer documentation via Context7 MCP. Provides up-to-date docs for Codex CLI, OpenAI API, Python/Node SDKs, Agents SDK, and MCP configuration.
Access OpenAI developer documentation via Context7 MCP. Provides up-to-date docs for Codex CLI, OpenAI API, Python/Node SDKs, Agents SDK, and MCP configuration.
Use when adding regression evaluation, prompt and model versioning, token and cost telemetry, latency tracking, tracing, dashboards, or operational monitoring for OpenAI-backed AI…
Grade LLM and agent traces with OpenAI Evals - build datasets, configure string/python/model graders, run eval suites, and gate agent behavior changes in CI.
Use for new frontend applications, dashboards, games, creative websites, hero sections, and visually driven UI from scratch, or when the user explicitly asks for a redesi — from…
Invoke OpenAI models for text generation, reasoning, and code tasks using the Python openai SDK. Supports gpt-4o (multimodal), o1 (reasoning), o3-mini (fast reasoning), and…
Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks — from username/repo
Use when Codex is asked to build, run, test, debug, or configure an OpenAI-backed or provider-unspecified AI app, UI, script, CLI, generator, or tool, especially requests phrased…
Use when implementing retrieval-augmented generation with OpenAI from an approved ai-architecture.md and retrieval design.
OpenAI official SDK usage (Python, Node.js). Use when: writing code that calls OpenAI API, implementing chat/embeddings/images/audio features, handling streaming responses, async…
Use when implementing an OpenAI-backed AI capability that must return schema-bound JSON, typed objects, classifications, extraction results, or other machine-consumable responses…
Use when implementing OpenAI tool or function calling from an approved ai-architecture.md tool surface.
面向团队与企业用户的 Whisper 语音转文字工具(专业版)。核心能力: - 涵盖免费版全部能力(本地转录、翻译、多格式输出) - 批量处理:目录级递归转录,支持任务队列 - GPU 加速:CUDA / Metal / MPS 全面支持 - 说话人分离(diarization):多人对话识别 - 自定义词典:专业术语与品牌名词优化 - — from…
基于 Whisper v1 稳定版本的企业级语音转文字工具(专业版)。核心能力: - 涵盖免费版全部能力(v1 稳定 CLI、多格式输出、翻译) - 批量处理:目录递归与任务队列 - 模型管理:多版本预加载与热切换 - 性能调优:GPU 加速、半精度推理、批处理 - 自定义词典:initial_prompt 注入领域术语 - 服务化部署: — from…
Orchestrate multi-language SDK generation from OpenAPI specifications. Configure OpenAPI Generator per language, apply custom templates and post-processing, handle edge cases and…
Ensure OpenAPI specs define consistent request/response schemas, error model, auth, pagination, and backward compatibility.
Design d'API Contract-First avec OpenAPI/Swagger, génération de code, validation de contrats et documentation interactive.
Drive API development from an OpenAPI spec as the contract, with linting, codegen, and drift detection.
Generate comprehensive REST API documentation using SpringDoc OpenAPI 3.0 and Swagger UI in Spring Boot 3.x applications.
How autonomous agents slice monolithic 10,000-line OpenAPI/Swagger specifications down to operation-targeted sub-schemas, eliminating 99% of API specification token bloat.
OpenAPI/Swagger expert for API specification design, validation, and code generation
Use when the project follows API-first / OpenAPI-first approach: generating controller interfaces, DTOs, and clients from an OpenAPI spec.
Generating an OpenAPI spec from existing Zod schemas instead of hand-writing or duplicating one. Use when a TypeScript API already validates requests/responses with Zod and needs…
Generate OpenAPI 3.1 specs from existing code (routes, controllers, types, Zod/Joi schemas), or generate code from an existing spec.
OpenAPI front example; a graph whose step turns an OpenAPI operation into a sealed tool result.
Design, generate, implement, test, and diagnose Swift OpenAPI and RPC-style server contracts using Swift OpenAPI Generator, OpenAPIRuntime, OpenAPIHummingbird, OpenAPIVapor,…
Use when when you have a webservice codebase (Python, Java, etc.) with HTTP route definitions, parameter handling, and serialization logic, and you need to generate an OpenAPI 3.
Validates REST APIs against their OpenAPI 3.x specifications using swagger-parser and Spectral linter rules.
[STUB - Not implemented] OpenAPI 3.1.0 design-first API specifications as single source of truth. PROACTIVELY activate for: [TODO: Define on implementation].
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns.
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns.
Parses and navigates OpenAPI 3.1 specifications using swagger-parser and @apidevtools/json-schema-ref-parser.
Indexes and cross-references OpenAPI 3.x specifications using swagger-parser and Redocly CLI. Builds searchable endpoint catalogs with schema resolution, authentication flow…
Validates and lints OpenAPI 3.0/3.1 specifications using Spectral CLI rules and the Swagger Parser library.
Validates OpenAPI 3.x specifications using the swagger-parser library and generates Prism mock servers.
Validates and lints OpenAPI 3.x specifications using swagger-parser, spectral, and openapi-typescript. Generates type-safe client SDKs and detects breaking API changes via oasdiff.