openai-chatkit-frontend
Patterns for building AI chatbot frontends using OpenAI ChatKit with Next.js App Router, including custom backend integration via ChatKit Python SDK.
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Patterns for building AI chatbot frontends using OpenAI ChatKit with Next.js App Router, including custom backend integration via ChatKit Python SDK.
Standard patterns for using Better Auth in Next.js 16+ App Router projects, including server and client integration, JWT plugin usage, and attaching tokens to backend API calls in a reusable way.
Complete patterns for containerizing applications with Docker: Dockerfiles, multi-stage builds, layer optimization, security best practices, and production-ready configurations for Python/FastAPI and Node.js/Ne...
Complete patterns for creating and managing Helm charts: chart structure, templates, values, dependencies, and deployment workflows for packaging Kubernetes applications.
Standard project structure, routing, and component patterns for Next.js 16 App Router applications, so that layouts, pages, and data fetching stay consistent across projects.
Standard patterns for connecting applications to Neon Postgres and managing schema changes via migrations (Alembic / SQLModel / SQLAlchemy), with attention to serverless connection behaviour.
Patterns for building AI-powered chatbot backends using OpenAI Agents SDK with MCP (Model Context Protocol) server integration in FastAPI applications. Supports both standalone MCP servers and function tools.
Standard patterns for building and maintaining CRUD APIs with FastAPI and SQLModel: models, routers, database access, and error handling in a reusable way.
Opinionated UI/UX and high-performance animation system for Next.js App Router projects: layout, spacing, typography, and smooth, GPU-friendly motion patterns.
Complete guide for local Kubernetes development with Minikube: installation, configuration, image management, addons, networking, and troubleshooting for efficient local development workflows.
Complete patterns for deploying applications on Kubernetes: Deployments, Services, ConfigMaps, Secrets, health probes, resource management, and production-ready configurations for any application.
Standard patterns for HTTP/API clients in Next.js 16+ App Router frontends: where to put the client, how to type it, how to handle errors, and how to attach auth headers in a reusable way.
Standard project layout and Spec-Kit usage patterns for AI-driven, spec-driven monorepos that host frontend, backend, and specs in a single repository.
Set up a GitHub issue for development with branch, worktree, and planning doc. Use when user says "start issue", "work on issue
Prepare a GitHub issue branch for PR with quality checks, cleanup, and review recommendations. Use when user says "finish issue", "ready for PR", "prepare for review", "submit PR", "create PR", "finalize issue"...
Export user story acceptance criteria from Azure DevOps by ID and optionally generate requirement analysis and test cases. Use this skill when the user wants to export a user story from Azure DevOps, create tes...
Generate requirements-based test cases from Gherkin user stories using BDD methodology. Use this skill when the user asks to create test cases, generate test cases from user stories, analyze requirements for te...
Create and run Ralph loops for structured AI-driven development. Triggered by "create a ralph loop for X" or "ralph plan for X". Uses interview to clarify requirements, expert review via rp-cli, creates phased...
Git worktree操作を支援します。ブランチごとのworktree作成、worktree間の移動、worktreeの一覧表示・削除に使用します。「wtp」「worktree」「ブランチで作業」「別のブランチに切り替え」「並行開発」などの言及時にトリガ...
Clean up after a PR is merged - delete branches and confirm issue closure
Show GitHub Issues dashboard - what everyone is working on, open PRs, and backlog
Use when user wants to capture learnings, document insights, or create a draft blog post from their current project
Publish a plan as a GitHub Issue and create a branch to start implementation
Use when user wants to review, edit, expand, or publish draft blog posts
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