Compresses file reads, command output, search hits, and fetched web pages before entering agent context to reduce token usage, using deterministic transforms and a safety verifier.
Reduces token consumption by 73-87% by cleaning web and API data before it reaches the LLM context window. Supports fetching URLs, searching the web, optimizing JSON, and more.