Have an experimentation skill if marimo notebooks is yes
Experimentations need to be quick, so if you're good on tokens use subagents to write tests and do type checks and ONLY when the user specifices
Also branch the experimentations out using git branches
Extra focus on reproducibility (set seeds etc.)
Make sure to keep a journal of experimentation findings, logs, what worked best what didn't. This is going to be a poor man's Optuna + MLFlow combo
Have an experimentation skill if marimo notebooks is yes
Experimentations need to be quick, so if you're good on tokens use subagents to write tests and do type checks and ONLY when the user specifices
Also branch the experimentations out using git branches
Extra focus on reproducibility (set seeds etc.)
Make sure to keep a journal of experimentation findings, logs, what worked best what didn't. This is going to be a poor man's Optuna + MLFlow combo