LovelyHamster1 from the top, we have two steps:
We run the code "manually" (i.e. without the agent) this step create the experiment (Task) and automatically feels in the "installed packages" (which are in the same format as regular requirements.txt) An agent is running a cloned copy of the experiment (Task). The agents creates a new venv on the agent's machine, then the agent is using the "Installed packages" section as a replacement to regular "requirements.txt" and installs everything from the "installed packages" into the newly created Venv
The reason behind all of this:
Instead of relying on "requirements.txt" inside the git repo, that is rarely updated, we rely on the list of packages we collected in step (1), because we know that these packages worked for us

Make sense ?