rtk-optimizer

You can reduce token usage from verbose shell commands by wrapping them with RTK, which minimizes output length. The tool detects high-verbosity commands and proposes optimized wrappers upon confirmation.

RTK command wrapping is best suited for long CLI tasks such as git log, git diff, cargo test, and pytest. These commands generate verbose output that inflates prompts and consumes unnecessary tokens.

Command wrapping with RTK works by detecting high-verbosity commands in your request and suggesting a wrapper to minimize token usage. After you confirm, it executes the wrapped command and tracks the resulting token savings.

Yes, you can use RTK to wrap build and test workflows like cargo test or pytest that produce heavy output. It specifically targets data-intensive shell tasks where verbose output bloats token consumption.

No, you do not need to manually specify which shell commands to wrap. The tool automatically detects high-verbosity commands in your requests and suggests RTK wrappers before executing them.

The best way to track token savings from long git operations is by executing the suggested RTK wrappers. The tool automatically tracks and reports the token savings achieved after running the wrapped commands.