Operational Publisher

Move from manual link triage to a controlled Telegram publishing cockpit.

Capture Threads URLs, run your Python summarizer, inspect note output, and orchestrate delivery from one Mini App surface.

Waiting for Telegram Mini App session.

Editorial interface composition

Save Thread to Markdown

Paste one public post URL. The scraper captures content, media, and semantic tags.

Ready. Paste a public Threads link and click save.

Python Job Console

Runs the configured TELEGRAM_PYTHON_SCRIPT_PATH in the app container.

No Python job run yet.

Latest Markdown Result

No file saved yet.

Saved Notes

Loading saved markdown notes...

    Operational Flow

    Authenticate once, run jobs, ship notes, and keep every artifact auditable.

    Authenticate

    Validate Telegram initData against your bot token and issue short sessions.

    Automate

    Trigger Python summarization safely from the app with bounded runtime controls.

    Curate

    Edit, inspect, and export markdown notes directly in the same interface.