Username Studio — find short Telegram usernames with a local LLM

If you've ever tried to find a short, clean Telegram username —

you know how painful it is. Everything good is taken.

You end up typing random combinations for 20 minutes.

I built a local tool to fix that.

What is Username Studio?

Username Studio generates, scores, and checks short Telegram

usernames (5–6 chars) using a local LLM. Everything runs on

your machine — no cloud, no subscriptions.

How it works

1. 
   Generate — LM Studio (local LLM) creates username candidates
   in three styles: brandable, russian transliteration, multilingual


2. 
   Score — each username gets rated on readability,
   brandability, meaning, and rarity


3. 
   Filter — only valid 5–6 char lowercase latin usernames pass


4. 
   Check — optionally verify availability via Telegram API
   (Telethon), with dry-run mode for safety


5. 
   Track — everything saved to local SQLite with full status
   history

Stack

• Python 3.10+


• 
  LM Studio — local OpenAI-compatible LLM API


• 
  Telethon — Telegram MTProto client


• 
  SQLite — local storage


• 
  Flask — local web dashboard

Web dashboard

The main interface is a local browser dashboard at

http://127.0.0.1:8080. You can browse batches, see scores,

pick candidates and run Telegram checks — all without touching

the terminal.

CLI mode is also available for terminal lovers.

Safety first

Telegram actions are intentionally explicit:

• 
  --no-telegram flag disables all Telegram connections


• dry-run mode previews actions without real requests


• channel creation requires a typed CHECK confirmation


• FloodWait handling respects Telegram rate limits

Quick start (Windows)

git clone https://github.com/sattop/username-studio

cd username-studio

.\START.bat

START.bat handles everything: creates venv, installs deps,

copies .env.example → .env, launches the app.

No LM Studio? No problem — the project has fallback generation

and scoring built in.

What's next

• Linux / macOS support


• More generation styles


• Configurable username length filter


• Export to CSV

Links

GitHub: https://github.com/sattop/username-studio

Would love feedback — especially if you've built something

similar or have ideas for scoring improvements.