name	mcp-app-builder
description	Guide developers through creating ChatGPT and MCP apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/widgets, debugging, running dev servers, deploying and connecting apps to ChatGPT. Use when a user wants to create or update a ChatGPT app, MCP app, MCP server or use the Skybridge framework.

Creating Apps For LLMs

Those are conversational experiences that extend AI assistants through tools and custom UI widgets. They're built as MCP servers invoked during conversations.

⚠️ The app is consumed by two users at once: the human and the AI Assistant LLM. They collaborate through the widget—the human interacts with it, the LLM sees its state. Internalize this before writing code: the widget is your shared surface.

SPEC.md keeps track of the app's requirements and design decisions. Keep it up to date as you work on the app.

No SPEC.md? Stop. → Read discover.md first. Nothing else until SPEC.md exists.

Setup

Copy template → copy-template.md: when starting a new project with ready SPEC.md
Run locally → run-locally.md: when ready to test, need dev server or ChatGPT/Claude connection

Architecture

Design or evolve UX flows and API shape → architecture.md

Implementation

Fetch and render data → fetch-and-render-data.md: when implementing server handlers and widget data fetching
State and context → state-and-context.md: when persisting widget UI state and updating LLM context
Prompt LLM → prompt-llm.md: when widget needs to trigger LLM response
UI guidelines → ui-guidelines.md: display modes, layout constraints, theme, device, and locale
External links → open-external-links.md: when redirecting to external URLs or setting "open in app" target
OAuth → oauth.md: when tools need user authentication to access user-specific data
CSP → csp.md: when declaring allowed domains for fetch, assets, redirects, or iframes

Deploy

Ship to production → deploy.md: when ready to deploy via Alpic
Publish to ChatGPT/Claude Directories → publish.md: when ready to submit for review

Full API docs: https://docs.skybridge.tech/api-reference.md

Creating Apps For LLMs

Those are conversational experiences that extend AI assistants through tools and custom UI widgets. They're built as MCP servers invoked during conversations.

SPEC.md keeps track of the app's requirements and design decisions. Keep it up to date as you work on the app.

No SPEC.md? Stop. → Read discover.md first. Nothing else until SPEC.md exists.

Setup

Copy template → copy-template.md: when starting a new project with ready SPEC.md

Run locally → run-locally.md: when ready to test, need dev server or ChatGPT/Claude connection

Architecture

Design or evolve UX flows and API shape → architecture.md

Implementation

Fetch and render data → fetch-and-render-data.md: when implementing server handlers and widget data fetching

State and context → state-and-context.md: when persisting widget UI state and updating LLM context

Prompt LLM → prompt-llm.md: when widget needs to trigger LLM response

UI guidelines → ui-guidelines.md: display modes, layout constraints, theme, device, and locale

External links → open-external-links.md: when redirecting to external URLs or setting "open in app" target

OAuth → oauth.md: when tools need user authentication to access user-specific data

CSP → csp.md: when declaring allowed domains for fetch, assets, redirects, or iframes

Deploy

Ship to production → deploy.md: when ready to deploy via Alpic

Publish to ChatGPT/Claude Directories → publish.md: when ready to submit for review

mcp-app-builder

Creating Apps For LLMs

Setup

Architecture

Implementation

Deploy

このリポジトリの他の Skills

Creating Apps For LLMs

Setup

Architecture

Implementation

Deploy

このリポジトリの他の Skills