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Culture
A coordination-oriented system with a protocol, rooms, agent lifecycle docs, a CLI, and multiple agent clients.
Profile
Where it fits
Culture is a coordination-oriented system with a protocol, rooms, lifecycle documentation, a CLI, and multiple agent clients.
It belongs in Open Orchestrators because it focuses on the communication and lifecycle layer that lets agents coordinate with each other and with operators.
Agent Analytics
How to use Culture with Agent Analytics
Agent Analytics gives Culture rooms and coordinated agents an external feedback loop for the work they ship.
Use Agent Analytics as the outcome source for Culture agents that need to know whether coordinated work changed user behavior.
First loop to measure
- agents coordinate work in rooms or through protocol flows
- the shipped change reaches users
- Agent Analytics measures traffic, activation, and funnel movement
- the report can be handed back into the coordination workflow
Copyable prompt
Review the last 7 days for this project. Tell me which Culture room, coordination flow, source, or shipped change produced the strongest activation signal, where users dropped off, and what my agent team should improve next.