Manus
CubeLV / Manus
Let an autonomous agent take a goal to completion, or manage an AI team that collaborates over time
Manus emphasizes handing a goal to an autonomous agent that plans, acts, and delivers finished work. CubeLV emphasizes designing a persistent team whose roles collaborate through traceable deliverables.
The difference is how work gets handed off
ManusCubeLV
Core unit
An autonomous agent task and its finished output
Multiple roles, standing responsibilities, and an ongoing delivery process
How work runs
Describe the goal and let the agent plan and execute end to end
Design the team first, then let each role execute its responsibility in sequence
Handoffs
Optimized for completing the task and delivering a usable result
Preserves every role’s intermediate deliverable, receiver, and final output
Human control
Review progress, add instructions, or refine a particular task
Inspect, edit, return, or rerun the entire team delivery chain
How CubeLV collaborates
Real deliverables move between agents, just like a human team
CubeLV first designs the team and its tools around the goal. During execution, each agent’s responsibility prompt determines the process. Work does not disappear inside agents waking one another up; visible, editable, traceable deliverables move to the next agent.
- 01AI researcher writes a note
- 02AI analyst reads the note
- 03A structured analysis card is created
- 04AI reporter reads the card
- 05A complete report is delivered
Intermediate deliverables such as notes, cards, and web pages—as well as final outputs and tools—can all be freely built with Forge.
How to choose
CubeLV
You want a repeatable multi-role team and need control over every handoff between those roles.
Comparison source：Official Manus websiteInformation reviewed in August 2026
Let AI design a team that can truly collaborate
Build and manage roles, tools, and deliverables in one workspace.
Start with CubeLV for free