What it is
A single Rust binary that hooks into AI coding agents and rewrites common shell commands so their output is filtered and condensed before it enters the model's context. It trims git diffs and logs, collapses passing tests to a count, groups grep and linter results by file, and reports estimated savings in a dashboard. Developers running Claude Code, Codex, Cursor, Gemini CLI and similar agents install it to keep context windows smaller and API costs lower.