Iteratively improve a piece of writing with a Karpathy-autoresearch-style loop: score it against a rubric, make ONE change per experiment, keep or revert based on the score delta, repeat until it stops improving. Works for any writing — essays, blog posts, emails, docs, reports, talks — with a plugg
Iteratively improve a piece of writing with a Karpathy-autoresearch-style loop: score it against a rubric, make ONE change per experiment, keep or revert based on the score delta, repeat until it stops improving. Works for any writing — essays, blog posts, emails, docs, reports, talks — with a pluggable rubric calibrated to your voice and genre. Use when asked to 'iterate this draft', 'run the loo