Wiki — how the AI Mastermind LT site works

How to join

A bot on Telegram lets you into the writing group — not a person, and not a waiting list. It asks for one consent and admits you at once. There are four ways to start; the steps after that are the same. The website's join button is blue, with the Telegram paper plane; in the bot the buttons are green. All you need is a Telegram account. Want the shortest version, with no technical detail? It is a separate page, in Lithuanian: Kaip prisijungti (“How to join”).

1. From this website (grupe.aimastermind.lt)

1. Tap the blue “Join the group” button — it is at the top and at the bottom of the page.
2. The Telegram bot opens. If it asks, tap START.
3. Read the short consent and tap “Prijungti mane” (“Join me”). That means you agree that your messages, name and photo are shown in the public archive.
4. The bot admits you to the group and shows two green buttons: “Prijungti grupę” (“Join the group”, if you are not in it yet; if you already are, “Eiti į grupę”, “Go to the group”) and “Sekti kanalą” (“Follow the channel”).

2. From the group’s pinned post

1. In the group, at the top, open the pinned post about consent and tap its green button “Sutikimas” (“Consent”).
2. The bot opens: tap START and “Sutikimas” once more. If you are not in the group yet, the bot shows “Prijungti mane” and then two green buttons.

3. From the channel’s pinned post

1. In the channel, open the pinned post and tap its green button “Prisijunk” (“Join”).
2. From here everything is as in the first way, from step 2.

4. You are already in the group and are asked to consent

1. Open the bot (tap “Sutikimas” on its message or on the group’s pinned post) and tap START.
2. Tap “Sutikimas” before 21 October 2026.
3. The bot shows “Eiti į grupę” and “Sekti kanalą”. If you miss that date you are removed from the writing group — this is not a ban, you can come back at any time, and the channel and the archive stay open to you.

Why two buttons and not one

The group first, then the channel: both green, one under the other. One button for both is not possible, for two reasons. A Telegram bot cannot add or subscribe anyone itself — it can only approve your request. And a Telegram folder link, which joins several chats at once, does not wait for anything and would skip your consent, so we do not use it.

What works today

How it works

Two diagrams, each answering one question. Beside each one is the same diagram as text, so that a model can read it too.

The same diagram as text (ASCII in English, mermaid source in Lithuanian)

Telegram group
      |
      v
  Collection          collector.py
      |
      v
  Approval            what may be published
      |
      v
  Public extract      projection.py
      |
      v
  Pages and RSS       generator.py
      |
      v
  grupe.aimastermind.lt

flowchart TB
  A["Telegram grupė"] --> B["Surinkimas"]
  B --> C["Patvirtinimas"]
  C --> D["Viešas išrašas"]
  D --> E["Puslapiai ir RSS"]
  E --> F["grupe.aimastermind.lt"]
  classDef base fill:#f2f6f9,stroke:#7c93a5,color:#1d2b36;
  classDef edge fill:#e6f4fd,stroke:#2aabee,color:#0f2b3a;
  class B,C,D,E base;
  class A,F edge;

The same diagram as text (ASCII in English, mermaid source in Lithuanian)

PRIVATE (stays in the archive)   |  PUBLIC (visible on the site)
---------------------------------+---------------------------------
 unapproved / hidden /           |  message text
 removed message           --x   |
 @handle and Telegram ID   --x   |  display name and a personal
                                 |  page (a photo, for some)
 email, phone, keys        --x   |  topics from the approved
                                 |  vocabulary + counts
                                 |  link to the message in Telegram
---------------------------------+---------------------------------
        [ approval boundary: the publication grant ]

flowchart TB
  subgraph P["Privatu · lieka archyve"]
    direction TB
    A["Nepatvirtinta, paslėpta<br/>ar pašalinta žinutė"]
    B["@vardas ir<br/>Telegram ID"]
    C["El. paštas, telefonas,<br/>raktai"]
    A ~~~ B ~~~ C
  end
  G{"Patvirtinimo riba<br/>publikavimo leidimas"}
  subgraph V["Vieša · matoma svetainėje"]
    direction TB
    D["Žinutės tekstas"]
    E["Vardas ir asmeninis puslapis<br/>(kai kurių - ir nuotrauka)"]
    F["Temos iš patvirtinto<br/>žodyno + kiekiai"]
    H["Nuoroda į žinutę<br/>Telegram"]
    D ~~~ E ~~~ F ~~~ H
  end
  A -.->|"niekada"| G
  B -.->|"niekada"| G
  C -.->|"niekada"| G
  G --> D
  G --> E
  G --> F
  G --> H
  classDef private fill:#fdeeee,stroke:#c0736f,color:#4a1f1d;
  classDef public fill:#e6f4fd,stroke:#2aabee,color:#0f2b3a;
  classDef gate fill:#fff6d9,stroke:#c9a227,color:#4a3b06;
  class A,B,C private;
  class D,E,F,H public;
  class G gate;

Data tables

Every SQLite table this project writes - 56 in total, collected straight from the code rather than by hand. The Reach column reads Private when this exact table never reaches the published site bundle, Public when it does, and Both when one name is used for two separate tables, a raw private one and a filtered public one.

Sections

Messages — individual messages: the text, the images and the cards of the links that were shared. On a card the link speaks for itself: the page's title, description and picture (for YouTube: the title, the channel and a description). The site fetches the picture once, shrinks it and serves it from our own host — your browser never contacts the third-party server. Newest first; every message has its own address, and there are three reading modes: Srautas (stream), Grupuota (grouped) and Padieniui (by day).

Digests — the stated previous 24 hours, not necessarily yesterday as a calendar day. They show counts for the topics that were detected and links to the sources. They are not the whole archive, and they are not confirmed conclusions about what the participants agreed. Digests read as one stream only (Srautas, newest first): the Grupuota and Padieniui modes do not exist here — their addresses redirect to the stream — and reading the digests never changes the Messages reading mode.

Members — one page per person who wrote: their display name, topics with counts, the span of their activity and a link to their messages; for some, a profile photo as well. A message shows initials, and the name is one click away. What that means, and how to ask for removal, is in Privacy.

Filters are kept in the address: a copied address restores the same view. The filters need JavaScript; the published texts and ordinary links can be read without it.

The small Telegram #ID link opens that one original message. A group message and a channel message can carry the same number, so the address names both the source and the number. If you are new here: start with the bot, then come back and open the link again. Public news is in the channel.

The Telegram bot

The bot is the way into the community and the way you are told things. It does not write to the group for you.

Where our aimastermind.lt/botas link goes. It is our own address and it redirects (HTTP 301) straight to the Telegram bot @aimastermind_lt_bot. Nothing else happens on the way: there is no interstitial page, no data collected, no cookie set, and nothing learned about you. We print our own address rather than the raw Telegram link for one reason — clicking an unfamiliar link is a risk, and our domain is one you can see and check. Prefer to skip the redirect entirely? Go straight there: @aimastermind_lt_bot — that link goes direct, with no redirect at all.

If the link carries a ?start=... part, it travels with you — that is what tells the bot who you are and that you have already applied. The redirect changes nothing about it.

When you ask to join — the first message says briefly what is published and how to leave, and carries one green button, “Prijungti mane” (“Join me”). Tap it and the bot admits you to the writing group in the same moment. START or /start is needed only if you open the bot yourself first — the answer is the same. New members are never admitted without that tap. All the steps and buttons are in the How to join section.

Members who were already in the writing group have one 30-day transition, ending on 21 October 2026. After that date a member without valid consent is removed from the writing group, but can stay in the channel, read the public archive and wiki, and give the address /llm/ to their own AI agent.

Bot DM reachability is stored in the database. START or /start marks the private chat as activated; there is no normal expiry, but the person can later block the bot. The administrator therefore sees the last confirmed status and time, and a failed delivery updates it. Only the configured owner can make the bot send a private message through the Telegram admin interface. The public API and MCP are credential-free, stateless and read-only; they cannot send Telegram messages or DMs.

Your commands: /start — begin or resume your request; /rules — the group rules; /privacy — what the bot itself stores; /nustatymai — leave the group, or leave and delete your messages; /delete — erase what the bot stores, withdraw the permission to publish and leave the group. Both reach this site too: the decision travels into the site's permission record at the next rebuild (within 4 hours) — for what is published here see Privacy.

Once a day the bot posts a daily digest to the channel. Since 2026-10-22 it is built by a program without AI: it recognises topics from a fixed, pre-written dictionary on the bot’s server in Lithuania, and the post ends with a line saying it was prepared by an automatic topic dictionary, without AI; message text is sent to no AI service. Until 2026-10-21 inclusive the digest was written by a language model, and those posts carry the “AI santrauka” label; if an AI were to write it again, it would be labelled again. It carries only what happened in the past 24 hours: which topics were discussed, with links to the messages themselves. If a published digest turns out to contain a mistake, the same channel post is corrected in place — there is no second post and no second notification. Every day with at least one message in the group gets a digest; only a completely silent day, with no messages at all, has none — that is not a fault. Do not want your messages used for the digest? Write by e-mail (the address is at the bottom of the page); anyone who already chose that in the bot (/nustatymai, until 2026-09-25) keeps it.

Every bot message to a person carries this site's address and the contacts to ask for personal help.

Found an error or problematic content

A link by itself grants no right to see a private conversation: the original may be reachable only to members, or no longer reachable at all.

Use the Report a problem form — it is in the footer of every page and it carries the page you were on. Or contact the group administrators in the Telegram group and give the link to the specific message. Do not copy further private data into a public conversation.

For machines and agents

• Exact addresses, response shapes and examples are in the LLM section. A short description of the site for a model is at /llms.txt.
• Do not treat a digest as the whole history. Keep the time window, the partial-coverage markers and the link to the source.
• Do not quote synthetic examples as statements by real people.

Changes

Newest at the top. Only changes a reader can see on this site are recorded.