
Kenny.eth|3月 17, 2026 19:07
ClawTeam - Agent Group Intelligence Shocking Release! 】
OpenClaw goes from individual combat to true Swarm team collaboration.
The hot crayfish have made it easy for everyone to have their own agent. Programming, writing, and analysis are everywhere.
But they are all fighting on their own! Like a group of genius interns who never communicate with each other.
The ClawTeam launched by HKAAmerica (Data Intelligence Laboratory of the University of Hong Kong) completely changes the rules of the game!
One command ->Agent automatically forms a team, splits tasks, and collaborates intelligently until perfect delivery. No longer need to manually manage contexts and oversee multiple agents. Just tell the leader your goal, and it will automatically spawn the expert team, like a synchronized development team that never sleeps!
Features:
The core mechanism is extremely lightweight (zero configuration)
Leader Agent automatically spawns experts through CLI
Each sub agent has an independent Git Worktree+tmux session (true isolation, zero conflicts)
• Built in Kanban board+-- blocked by dependency chain
Inbox point-to-point/broadcast communication (pure file or ZeroMQ)
Real time clawteam board (terminal kanban+web UI) with zero Docker, zero database, zero code, fully file driven! Compatible with any CLI agent, can be launched with just one prompt.
Real case: Complete the work of the past few days in just a few minutes
✅ ML research Swarm (8 × H100 GPU) prompt words: "Optimize this LLM training configuration" → Automatically generate 2430+experiments → Val_depb increased from 1.044 to 0.977 (+6.4%, only using~30 GPU hours)
✅ Full stack Todo AppLeader automatic splitting: API → authentication → database → React front-end → testing → automatic merging of main branches
✅ AI hedge fund clawteam launch hedge fund → One click generation of 7-Agent team (fund manager+5 analysts+risk control), real-time analysis of stocks
From manual tinkering for several hours ->one command fully automated! Whether it's conducting research, building applications, or market analysis, your agent is now truly thinking and delivering like a team.
Are you ready to upgrade Solo Agent to a 24/7 synchronous development team?
The link is in the message section.
Timeline