What problem does it solve? Web developers want to add an AI copilot to their own SaaS, admin panel, or legacy web app so end-users can drive the interface with natural language instead of clicking through screens, without building a headless-browser automation stack. ## Core Features & Use Cases - In-page GUI agent: alibaba/page-agent runs inside the webpage, reads the DOM as text, and executes instructions like "click login, fill username as John" against the live page. - Three integration paths: a 30-second CDN demo script, an npm package wired to any OpenAI-compatible LLM endpoint (Qwen, OpenAI, Ollama, OpenRouter), or a full source-repo clone for hacking and extension development. - Use Case: A B2B dashboard team embeds page-agent so customers can type "create invoice for Acme Corp and email it" instead of navigating five screens, proxying LLM calls through their own backend to keep API keys safe. ## Quick Start Add the page-agent CDN script tag to an HTML page and type a natural-language instruction in the panel that appears.