Runs the SkillOpt single-lineage optimization loop over epochs x mini-batches with a textual learning rate (an integer edit budget that decays on a constant|linear|cosine schedule), a within-epoch rejected-edit + failure-pattern buffer injected into the optimizer prompt, and a gated epoch-boundary s
Runs the SkillOpt single-lineage optimization loop over epochs x mini-batches with a textual learning rate (an integer edit budget that decays on a constant|linear|cosine schedule), a within-epoch rejected-edit + failure-pattern buffer injected into the optimizer prompt, and a gated epoch-boundary slow/meta update that fixes longitudinal regressions. Parent is always the current best; acceptance i