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.
---
## 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.
---
## 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.
---
### 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.
---
## 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*.
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.
---
## 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.
---
## 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.
---
### 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.
---
## 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*.