by abdelazizElhor | 2025-12-24 09:53:20+00:00
How many times have you been doing something painfully repetitive — not hard, just annoying — and it still eats your whole day… because apparently *you’re the only human on Earth who can do it correctly*?

How many times were you in a meeting, and you told an assistant (or a teammate) “do these edits”, then your manager changed their mind every 30 seconds… until your brain turned into a scrambled egg and you forgot what the final decision even was?

How many times did you wish you had something that learns your exact way of doing things — your style, your order, your preferences — like applying for jobs, writing the same emails, setting up projects, fixing code, doing boring admin stuff… so next time it just does it automatically?

So yeah… I posted this idea to an English community as if it already existed, and the reaction was wild.

## The idea is simple:

An *AI agent that learns your habits and workflow by watching you*, so when you need it later, it can do the same task *your way*, not some generic “AI way”.

And the best part:
It’s not just a chatbot. It’s a *real desktop application* with controlled permissions that can actually use your computer — like a co-pilot that sees what you see.

### Safety built-in (because… obviously):

If the agent is about to do anything risky — like deleting a huge folder, sending something important, changing system settings — it doesn’t just YOLO it.

It sends a *mobile notification* like:

> “Hey boss… this looks dangerous. Confirm?”

So you stay in control.

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## One agent. Not 17 different tools.

I’m tired of the “one AI for search, one for meetings, one for writing, one for coding…” situation.

My vision is:
*One all-in-one agent*
With optional small modules you can subscribe to separately or bundle inside the main agent

Because the real magic is this:

### You don’t need to explain the story from the beginning.

It’s already there. It’s watching. It understands context.

Example:
You’re coding. Something breaks. You get an error.

The agent already saw:

* what you were writing
* what changed
* what the error is
* what you tried
* what happened before it

So you simply open it and ask:

> “Alright… what’s the fix?”

And it answers instantly because it’s not guessing — it already lived the moment with you.

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## Some smaller modules (that still hit hard):

### 1) Meeting Note Taker (but actually useful)

Not recording the meeting as a 2-hour video you’ll never re-watch.

Instead it writes:

* what happened
* what was decided
* what you personally need to do
* action items + deadlines
* a clean summary

Later you can ask:

> “What did we agree on?”
> and it answers like it was sitting next to you the whole time.

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### 2) Real-time Call Translator… in YOUR voice

I actually built and tested this with friends.

Scenario:
You’re talking to someone and you don’t share a common language.

You pick the language you want to hear.

With voice cloning + a custom mic driver:

* you hear them speaking in your language
* they hear you speaking in their language
* and it still sounds like *your voice* when you speak (not some robot voice)

Even if the other person isn’t using the app.

It feels like having a universal interpreter living inside your microphone.

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## The main point:

I’ve built multiple small tools like this already and tested them in real life.

But the core idea is bigger:
A single agent that works across *all apps*, learns your workflow, remembers context, and becomes your “second brain + second hands”.

And yes — I’ve done enough prototypes to be confident the idea is not just possible… it’s *very possible*.