cavecrew

To reduce context window usage during long exploratory code sessions, delegate complex tasks to caveman-style subagents. This shrinks the main context footprint and improves efficiency by offloading verbose inline work.

Orchestrating subagents for diff reviews and architecture decisions is best handled by delegating to specialized investigator, builder, and reviewer subagents. This approach reduces main-thread workload and returns structured output contracts.

Yes, you can use caveman-style outputs to decrease token consumption in code exploration. The delegation process provides caveman-compressed results, significantly reducing token usage and the overall context footprint.

Delegating to subagents works effectively for managing context in long coding workflows. It targets code exploration, architecture decisions, and diff reviews, ensuring structured outputs are returned for downstream integration without overwhelming the main thread.

The limitation of using compressed subagent outputs for downstream integration is that results are returned in a caveman-style format. Your downstream systems must be configured to parse these specific structured output contracts to function correctly.