Every workflow is re-taught
The average knowledge worker repeats the same digital workflows dozens of times a month. AI agents start from scratch every single time.
Any app. Any workflow. Any agent.
Your computer should know how you work.
Not how everyone works. How you work.
Teach it once. It remembers every decision, every route, every fix — forever. Open source. Yours to keep.
The Problem
The frontier labs are building smarter models. Nobody is building memory with real human taste.
AI tools that look at your screen are slow, expensive, and learn nothing. Every session starts from zero. Every workflow re-explained. Every fix forgotten. The industry's answer is bigger models and longer context windows. But the problem is not intelligence. It is memory.
Every update breaks automation
A button moves, a dialog changes, a version updates. Every fragile pixel-click loop breaks completely and silently.
Every fix disappears
When something breaks and you fix it manually, that fix vanishes. It never becomes shared knowledge. You do it again next time.
The Solution
Teach once. Replay forever. Correct once.
Marouba works with any app on Windows or Mac. Photoshop. Ableton. AutoCAD. Excel. Blender. Your terminal. Your browser. Anything you can do, Marouba can remember. It does not guess. It does not look at your screen and hope. It knows — because you showed it once.
Teach
Perform your workflow normally. Marouba observes the context, the route, and the intent behind what you did. Stored as human-readable Markdown in a vault that belongs to you.
Replay
Need the same workflow again? Marouba tries every known route in order — cheapest first. API, scripting, UI elements, keyboard shortcuts. If one breaks, it falls back to the next.
Repair
When something moves or breaks, Marouba asks you to correct it once, records the fix, and never asks again. The vault updates. The next run just works.
The Vault
Not a macro. Not a script. A living record of how you work.
Traditional automations store actions: click here, type this, press Enter. Marouba vaults store every route — element names, shortcuts, commands — as human-readable Markdown, plus fallback paths, verification rules, and repair history.
- Human readable. Editable directly. Portable. Yours.
- Git-friendly. Obsidian-compatible.
- Shareable with any agent in your stack — Barry, Claude, n8n, anything with an HTTP call.
A value system built into the architecture.
---id: photoshop-export-for-webapp: Photoshoproutes: - type: cli command: "photoshop.exe -r export.jsx" - type: uia element: Save for Web - type: shortcut keys: [ctrl, alt, shift, s]fallback_order: [cli, uia, shortcut, ask]verification: type: file_exists path: "{output_path}"---
Marketplace
Your taste has value.
The way you work — your process, your decisions, your creative instincts — is worth something to someone who wants to do it the same way.
Sample pack creators. Photoshop artists. AutoCAD architects. Excel power users. Ableton producers. Whatever you make, however you make it — there is an audience that wants to learn from you, not just watch you.
Record your process. Publish it to the marketplace. Set your own price. Get paid directly.
For too long, platforms have mined human creativity without consent or compensation. Factories are fitting workers with cameras to record their movements for robots — without asking. Frontier labs train on creative work — without paying.
Marouba is the alternative. Your knowledge. Your price. Your vault.
Marketplace coming after open source launch. Early contributors get
founder status.