Teams need consistent visual rules when building Physical AI Hub interfaces. This skill gives Claude, Codex, and Claude Code clear theme, typography, component, and animation guidance.

Robotics learners often need clear links between AI concepts, ROS 2 workflows, and simulation tools. This skill provides focused explanations, project guidance, and troubleshooting support for Physical AI topics.

Authors need accurate details without slowing the writing process. This skill gives Claude, Codex, and Claude Code structured methods for research planning, claim checking, and source tracking.

RAG projects need clear guidance for ingestion, embeddings, retrieval, and prompt assembly. This skill documents the pipeline components and execution flow for a Qdrant-backed RAG system.

Teams need fast context on a codebase before making changes. This skill summarizes the documented stack, folders, integrations, and development entry points.

Teams often mix App Router patterns across pages, layouts, navigation, data loading, fonts, and metadata. This skill gives concise Next.js conventions for consistent project code.

Advanced Docusaurus projects often need coordinated config, plugins, theme overrides, and MDX guidance. This skill points Claude, Codex, and Claude Code to the relevant project paths and review areas.

Teams often lose time when linting, testing, and release checks are unclear. This skill gives Claude, Codex, and Claude Code concise guidance for code quality and CI/CD standards.

Flat characters make stories harder to believe and harder to finish. This skill guides Claude, Codex, and Claude Code through structured character profiles and arcs.

Hybrid web projects often fail when docs, app, and API builds are deployed separately. This skill gives Claude, Codex, and Claude Code concise deployment context for the project build sequence and Vercel settings.

Teams need consistent guidance for connecting Neon Postgres to TypeScript applications. This skill explains the Drizzle ORM setup, schema locations, query patterns, and migration commands.

Teams often need a clear plan for connecting textbook content to conversational answers. This skill outlines the backend flow, vector search, UI behavior, and styling needs for a RAG chatbot.

Authors often struggle to turn broad book ideas into balanced chapter plans. This skill creates clear outlines with summaries, objectives, sections, subsections, and estimated word counts.

Course authors need consistent MDX chapters that teach clearly. This skill checks structure, components, and learning flow for Docusaurus content.

Teams need clear backend context before changing chatbot and RAG services. This skill summarizes FastAPI endpoints, dependencies, run commands, and service configuration in one focused guide.

Authentication code often fails when client and server checks are inconsistent. This skill gives concise Better Auth patterns for sign-in, sign-out, and protected routes.

Building reusable AI skills is hard when structure, triggers, and packaging rules are unclear. This skill guides design, scaffolding, validation, and packaging.

Python teams need repeatable tests that are easy to run, debug, and extend. This skill gives practical pytest and uv guidance for unit tests, coverage, fixtures, and FastAPI test patterns.

Teams often lose alignment when specifications and implementation prompts evolve separately. This skill provides a structured workflow for Spec-Kit planning, Claude Code guidance, and iterative validation.

Authentication in App Router projects often spans server components, middleware, sessions, and client state. This skill gives Claude, Codex, and Claude Code a focused checklist for implementing Better Auth patterns.