jake-tools

jake-tools is Michael's internal Python CLI for agent-driven workflows. It is installed globally from https://github.com/Michael-F-Bryan/jake-tools and is available on PATH.

Golden rule

The live CLI help is authoritative:

unset PYTHONPATH
jake-tools --help
jake-tools <command> --help

Do not copy internal pipeline logic into skills or ad hoc scripts merely because a command lacks a required seam. Report the product gap.

Commands