# FlowForge Web Onboarding Assistant that turns user intent into actionable UI guidance inside web applications. ## Links - https://useflowforge.app/ - https://github.com/cerberus-ab/flowforge ## Overview FlowForge helps users understand and navigate complex web apps by analyzing the page and providing contextual guidance directly in the UI. ## Capabilities - Explain what a page is about - Find and highlight UI elements - Answer questions about page content - Guide step-by-step workflows ## How it works Browser extension extracts structured page data → backend AI agent processes intent using tools and RAG → returns actionable UI guidance (elements + steps). ## Privacy Local-first by design. Works on visible DOM, avoids sensitive inputs, supports local models (Ollama) or cloud (OpenAI). ## Limitations - Single-page context - No cross-page memory - Early-stage MVP ## Author Antony Belov ## License MIT