Automatically summarize or strictly filter high-volume tool outputs (like run_shell_command compiler errors or grep_search results) before they enter the main context window. This could involve using a fast, lightweight model (like Gemini Flash Lite) to extract just the "signal" from the "noise."

V0 can just be file HEAD
V1 can involve a model generated summary