rtk

To reduce token consumption in NetScript workflows, prefix read-heavy shell commands like `git log` with the `rtk` proxy. This filters and compresses the command output, significantly lowering the AI tokens consumed without altering the command's semantics or exit code.

No, the token reduction proxy does not alter the semantics or exit code of Git and Docker commands. It strictly filters and compresses the output text to save tokens, ensuring your command optimization process maintains the original command behavior.

To compress output for read-heavy commands, simply prefix your original command with the proxy name, such as changing `git status` to `rtk git status`. This command optimization approach automatically filters and compresses the terminal output to reduce token usage.

You should use command optimization for AI token reduction during read-heavy NetScript workflows, such as running a series of Git operations or Docker commands. It is specifically designed to compress the large output generated by these frequent read operations.

The token reduction proxy is suitable for read-heavy shell commands rather than write-heavy operations. It focuses on filtering and compressing the large output text from commands like `git`, `grep`, and `ls` to effectively reduce AI token consumption.