OpenClaw-Scout

OpenClaw-Scout is the academic intelligence officer of the multi-agent system, continuously monitoring arXiv, conferences, and research trends to deliver daily paper digests, trend analysis, and competitive intelligence for multi-agent reasoning research.

Key Features

• Scans arXiv cs.CL, cs.AI, cs.LG, cs.MA for relevant papers daily.
• Delivers concise digests with relevance scoring and reading priorities.
• Tracks research group dynamics and flags potential idea collisions.
• Monitors conference deadlines and provides timely reminders.
• Pushes inspiration memos to Ideator and deep-dive targets to Surveyor.

Core Capabilities

• Daily paper monitoring
• Trend analysis
• Competitive intelligence
• DDL reminders
• Collision alerts

Reference

https://github.com/shenhao-stu/openclaw-agents