The average knowledge worker repeats the same digital workflows dozens of times per month.
Open source workflow memory engine
Your computer should remember what you taught it.
Marouba learns your workflows once, replays them forever, and asks you to correct it once, records the fix, and never asks again when things change.
[Marouba] Loading workflow: comfyui-generate-image [Marouba] Route order: api, cli, uia, visual, ask [Marouba] Trying route: api [Marouba] Prompt queued: 8b31... [Marouba] Complete. Output: vault/runs/output.png [Marouba] Run logged. vault/workflows/comfyui-generate-image.md status: portable, inspectable, yours
The problem
The frontier labs are building smarter agents. None of them are building ones that remember.
Every AI agent today starts from zero. Every session. Every time. You teach your computer to export a report, process an image, or run a production task. Tomorrow it forgets. The industry's answer is bigger models and longer context windows. But the problem is not intelligence. It is memory.
A button moves, a dialog changes, and pixel-click loops are completely lost.
When a route breaks, the correction vanishes into the session instead of becoming shared knowledge.
The solution
Marouba: teach once. Replay forever. Correct once.
Perform your workflow normally. Marouba observes the context, the route, and the intent behind what you did.
Need the same workflow again? Marouba tries every known route in order — if one breaks, it falls back to the next.
When something moves or breaks, Marouba asks you to correct it once, records the fix, and never asks again.
Today vs Roadmap
What works now, and what comes next.
Today (working)
- Vault format
- Teach mode
- Replay
- Repair loop
- ComfyUI + 4 other app profiles
- Marketplace signing
Roadmap
- Companion app UI
- Mac port
- Live marketplace
- Payments
Source of truth
See how it works
A 60-second demo flow.
This is the placeholder for the launch video: a real desktop workflow taught once, replayed the next day, then corrected once after an app update.
A quiet desktop. The same repetitive workflow is about to start.
Open Photoshop, apply the same filters, export, save. Marouba stores every route — element names, shortcuts, commands — as human-readable Markdown.
The workflow runs from the vault. No re-teaching. It just knows.
Photoshop updates. A button moves. This is where every other automation breaks.
It asks you to correct it once, records the fix, and never asks again.
The same loop works across Photoshop, Excel, Ableton, Chrome, and any desktop app with a profile.
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. They are git-friendly, portable, inspectable, and yours.
---
id: photoshop-export-for-web
app: Photoshop
routes:
- 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 roadmap
Coming: The Marketplace.
Your workflows have value. The roadmap is a signed workflow marketplace where creators package vaults for real apps, buyers install them, and Marouba tries every known route in order — if one breaks, it falls back to the next. Revenue split: 70% creator, 30% platform.
Creator
70%
Platform
30%
Waitlist
Stop teaching your computer the same thing twice.
Early members get first access to the beta, input on the vault format, founder status in the marketplace, and a direct line to the core team.