When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," or "breadcrumb schema." For broader SEO issues, see review-seo-audit.
Create workflow-* skills by composing existing skills into end-to-end chains. Turns a user idea into a workflow_spec.md SSOT (via workflow-brainstorm), discovers available skills locally + from skills.sh, and generates a new workflow-<slug>/ skill package. Use when you want to design a new workflow, chain multiple skills into a flow, or turn scattered atomic skills into a resumable plan-then-confirm workflow.
Use when you need to clarify requirements and route to the right workflow (idea → executable input). Project intake + routing: help the user brainstorm and clarify intent, persist goal/context artifacts, then dispatch to the right workflow or step skill. Default route is workflow-ship-faster (Next.js 16.1.1) for idea/prototype→launch. Triggers: project kickoff, requirements clarification, brainstorm, ideas, discovery, intake.
Review or refactor React / Next.js code for performance and reliability using a prioritized rule library (waterfalls, bundle size, server/client data fetching, re-renders, rendering). Use when writing React components, Next.js pages (App Router), optimizing bundle size, improving performance, or doing a React/Next.js performance review.
Create or refactor Ship Faster-style skills (SKILL.md + references/ + scripts/). Use when adding a new skill, tightening trigger descriptions, splitting long docs into references, defining artifact-first I/O contracts, or packaging/validating a skill.
Isolate network I/O and side effects using the saga pattern with call and put. Use when making network requests, invoking side effects, or implementing Redux sagas.
Enforces UI component layout and composition patterns. Use when designing layouts, creating UI components, spacing, gaps, or when the user asks about component hierarchy, terminal vs layout components, or re-render efficiency.
Ensures types and related functions are authored and consumed in a modular, discoverable, tree-shakeable pattern. Use when creating types, refactoring type folders, defining schemas, importing types, or when the user mentions type namespaces, constants, or Schema.ToType.
Enforces asynchronous data service authoring best practices. Use when creating front-end or back-end services, service interfaces, Observe patterns, AsyncDataService, or when the user asks about service layer, data flow, unidirectional UI, or action/observable design.
Enforces source code structuring and interdependency best practices. Use when creating folders, moving files, adding imports, or when the user asks about architecture, layering, or module dependencies.
Create and transpile Autodux Redux state management dux objects. Use when building Redux state management, defining reducers, action creators, or selectors.
Enforces React component authoring best practices. Use when creating React components, binding components, presentations, useObservableValues, or when the user asks about React UI patterns, reactive binding, or action callbacks.
Tech stack guidance for NextJS + React/Redux + Shadcn UI features. Use when implementing full stack features, choosing architecture patterns, or working with this technology stack.
Systematic task and epic planning and execution. Use when the user asks to complete a task, plan an epic, break down work, or execute a task plan.
Create distinctive, production-grade frontend interfaces. Use when building web components, pages, or applications with React-based frameworks. Includes Tailwind CSS v4, shadcn/ui components, Motion animations, and visual design philosophy for avoiding generic AI aesthetics.
Designs layout systems and responsive interfaces including grid systems, flexbox patterns, sidebar layouts, and responsive breakpoints. Use when structuring app layouts, building responsive designs, or creating complex page structures.
Creates comprehensive dashboard and analytics interfaces that combine data visualization, KPI cards, real-time updates, and interactive layouts. Use this skill when building business intelligence dashboards, monitoring systems, executive reports, or any interface that requires multiple coordinated data displays with filters, metrics, and visualizations working together.
Strategic guidance for designing modern data platforms, covering storage paradigms (data lake, warehouse, lakehouse), modeling approaches (dimensional, normalized, data vault, wide tables), data mesh principles, and medallion architecture patterns. Use when architecting data platforms, choosing between centralized vs decentralized patterns, selecting table formats (Iceberg, Delta Lake), or designing data governance frameworks.
Relational database implementation across Python, Rust, Go, and TypeScript. Use when building CRUD applications, transactional systems, or structured data storage. Covers PostgreSQL (primary), MySQL, SQLite, ORMs (SQLAlchemy, Prisma, SeaORM, GORM), query builders (Drizzle, sqlc, SQLx), migrations, connection pooling, and serverless databases (Neon, PlanetScale, Turso).
Design APIs that are secure, scalable, and maintainable using RESTful, GraphQL, and event-driven patterns. Use when designing new APIs, evolving existing APIs, or establishing API standards for teams.
API design and implementation across REST, GraphQL, gRPC, and tRPC patterns. Use when building backend services, public APIs, or service-to-service communication. Covers REST frameworks (FastAPI, Axum, Gin, Hono), GraphQL libraries (Strawberry, async-graphql, gqlgen, Pothos), gRPC (Tonic, Connect-Go), tRPC for TypeScript, pagination strategies (cursor-based, offset-based), rate limiting, caching, versioning, and OpenAPI documentation generation. Includes frontend integration patterns for forms, tables, dashboards, and ai-chat skills.
Build Mprove Model based on HTTP API (Store) sources
Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and framework-specific scaffolding. Use as the capstone skill after running theming, layout, dashboard, data-viz, or feedback skills to wire components into working React/Next.js, Python, or Rust projects.
