Solution Iterator

Most problems have multiple valid approaches. You could build them all, but that's expensive. Instead: iterate to the best one.

This skill adapts the autonomous experimentation methodology to actual solution development. It calls Claude Code or Codex CLIs directly, evaluates every solution, mutates the approach when scores are low, and keeps improving until convergence.

the core job

Take a problem description, define what "good solution" looks like (binary evals), then autonomously: