Searching protocol for "tool-outputs"
Free context space by trimming tool outputs.
Store context in files, scale agent memory.
Offload context to files for scalable memory.
Shrink tool outputs, save tokens.
Auto-generate robust tool output schemas for MCP
Optimize agent context, cut costs.
Maximize context efficiency, reduce costs.
Understand context design for AI agents.
Turn noisy context into concise summaries.
Offload context to files; shrink prompts.
Maximize AI context, minimize costs.
Track Pi agents in WezTerm with live per-pane status.