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.
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.
