community-automations/telegram-toxicity

Sales & CRM

PublicClaude subagent

Telegram Toxicity Detector

Large chat groups turn toxic fast, and human moderators cannot read every message at 2 a.m. This detector scores each post for harassment, hate, and threats the moment it lands, then flags the ones that cross your line.

sonnet4 daysTelegram Bot APIClaudePerspective APIPostgreSQL
ClaudeClaude
ROI for
README.md

Why this subagent

Large chat groups turn toxic fast, and human moderators cannot read every message at 2 a.m. This detector scores each post for harassment, hate, and threats the moment it lands, then flags the ones that cross your line.

Moderators get an alert with the message context and a suggested action instead of a raw firehose. Repeat offenders are logged, so a pattern of borderline messages becomes visible rather than slipping by one at a time.

How it runs

    • Read

      Used at step 01 to kick off the pipeline.

    • Write

      Used at step 01 to kick off the pipeline.

    • WebFetch

      Used at step 01 to kick off the pipeline.

    • WebSearch

      Used at step 01 to kick off the pipeline.

Sample output

json
// Sample output
// (generated when the pipeline finishes)

Score this message for toxicity from 0 to 1 across harassment, hate, and threats; return JSON with reasons.

Unlock the rest

The full agent definition, install snippet, and starter task are gated for community members.

Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.