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.
Adapter protocol. Portable vault. Yours.
Your computer should know how you work.
Not how everyone works. How you work.
Marouba records creative software work as a vault, then replays it
through the strongest available route: app API first, structured UI
next, gesture only when the gesture is the work.
The vault is what makes it yours.
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
Record once. Replay by adapter protocol.
Marouba works by adapter protocol: app APIs and scripting first, structured UI next, keyboard and gesture only where they are honest. It does not pretend a weak route is strong, and every gap is declared in the vault.
Record
Perform your workflow normally. Marouba captures adapter evidence, route choices, verification snapshots, fallback paths, and the timing that matters.
Replay
Need the same workflow again? Marouba tries the strongest route first: native API, scripting, structured UI, keyboard, then gesture only when the workflow honestly needs it.
Repair
When something moves or breaks, Marouba records the correction, keeps the repair history, and declares any gap instead of hiding a weak route.
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 adapter evidence, route choices, verification snapshots, fallback paths, and repair history as human-readable Markdown.
- 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.
The vault is what makes it yours.
---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. Save the vault. Stage a signed .mwf listing from the companion UI. Set your own price when public listings open.
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.
Signed .mwf staging is ready. Public listing review follows the
launch soak.