intermediateCommunityQuiz
Orchestrator-Subagent Output Contracts
Design and enforce structured summarization contracts between orchestrators and subagents to maintain O(1) context pipelines in multi-agent systems.
Commands
$ openclaw session spawn --agent summarizer-agent
$ openclaw memory update --summarize
$ openclaw session close --extract-summary
$ openclaw session new --context-limit 4000
$ openclaw agent logs <agent-name> --last 50
Community Insights(1)
O(1) Context Pipelines: Why Subagents Must Return Dense Summaries
Orchestrator-Subagent Output Contracts# O(1) Context Pipelines in Multi-Agent Orchestration ## The Core Problem When an orchestrator delegates tasks to multiple subagents, each subagent may produce large tool outputs — API responses, file contents, database rows. If subagents return raw outputs, the orchestrator's context grows unboun
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