Automatically flag toxic language in your Telegram chat

The automation scans new Telegram messages and posts a warning whenever the language crosses a toxicity threshold.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig>"new message posted in chat"]:::trig s0["score message toxicity"]:::svc s1["check against threshold"]:::task trig --> s0 s0 --> s1 gx{"× does message exceed threshold"}:::gate s1 --> gx p00["post warning reply"]:::task gx -->|"above threshold"| p00 p10["leave message alone"]:::task gx -->|"below threshold"| p10 p00 --> out p10 --> out out[/"warning posted on toxic messages"/]:::out pay{{"safer chat without manual moderation"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceOne path onlyResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
Messaging & NotificationsImage & Media Processing
Connects
TelegramGoogle Perspective

The problem it solves

Moderating a busy Telegram community by hand means you catch abusive or toxic messages only after members have already seen them, or you miss them entirely. You want the group to feel safe without watching every message yourself.

Who it fits

A community manager or group admin running an active Telegram chat.

How it works

  1. Triggers the moment a new message is posted in the Telegram chat
  2. Google Perspective scores how likely the message is to be toxic
  3. Messages above the toxicity threshold get an automatic warning reply
  4. Messages below the threshold are left alone
What you get

Flare-ups you catch before they spread

Messages in your Telegram chat get screened continuously, with automatic warnings posted the moment language crosses the line.

What you get

An automatic warning reply posted whenever a message crosses the toxicity threshold.

What you need

A Telegram bot and a Google Perspective API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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