What it does ChopperBot is a headless content factory for live-stream platforms. It crawls streams from Huya, Douyu, Bilibili, TikTok, and Twitch, detects hot moments via barrage (danmu) analysis, slices clips, generates titles/covers with AI, and publishes to video accounts. The whole pipeline runs unsupervised.

The interesting bit The barrage-analysis module scores chat density to find slice-worthy timestamps, then classifies clips by content type — games, jokes, debates — so each account gets a consistent personality. No database required: the entire system runs on local JSON files with a file-cache layer for performance.

Key highlights

• Plugin-based architecture with hot-swapping; DIY module for custom plugins
• Cross-platform crawler handles login and publishing for multiple sites
• Visual management UI for plugin center, task monitor, and “hot guard” trending dashboard
• One-JAR deployment, JDK 11+, no external software needed
• Claims a live Bilibili account with “tens of millions of plays” as proof of concept

Caveats

• README lists Twitter as supported but the feature set is unclear; some platform integrations may be aspirational
• “Process-Developing” badge suggests core features are still in motion
• Documentation and primary communication channels are in Chinese

Verdict Worth a look if you run or want to run automated clip channels at scale. Skip it if you need battle-tested stability or English-first support.