THE CHALLENGES
Common Moderation Challenges in Telegram Groups
Spam is the most pervasive challenge, promotional messages, link drops, and bot-generated content overwhelm moderators. Beyond spam: off-topic discussions, harassment, and rule violations all require consistent enforcement.
AI VS KEYWORDS
AI Moderation vs. Keyword Filters
Keyword-based moderation blocks messages containing specific words, effective for obvious spam but easily bypassed. AI moderation understands intent and context, catching sophisticated violations that keyword filters miss.
How it works
3 Steps to Put Telegram Moderation on Autopilot
Create your moderation bot
Define your moderation rules in TeleClaw's custom instructions. This includes prohibited content, warning thresholds, and escalation criteria, all in plain language with no regex required.
Add it to your group
Add TeleClaw as a group admin. AI moderation activates immediately, scanning every message for violations and taking action before spam disrupts the community.
Delegate your tasks
Let the moderation bot handle obvious violations automatically. Review the flagged edge cases yourself and refine the rules based on what you see in practice.
CONFIGURE RULES
Configuring Moderation Rules in TeleClaw
Set up moderation rules in TeleClaw through custom instructions. Define what content is prohibited, how violations should be handled (warning, mute, kick, ban), and when to escalate to human admins.
HUMAN + AI
Balancing Automation and Human Judgment
Fully automated moderation occasionally makes mistakes. The best approach combines automated first response with human review for borderline cases. TeleClaw supports this workflow, acting immediately on clear violations while flagging uncertain cases for admin review.
