Ablation Planner

You've got main results that support your claims, and now you need ablations before submission. This skill uses Codex to design the ablation studies from a reviewer's perspective, asking what components actually matter and what alternatives you should have tried. It generates a prioritized list with clear hypotheses for each ablation, then helps you implement them in a sensible order. The division of labor is clean: Codex thinks like a skeptical reviewer, you handle feasibility and compute budget. It's explicitly designed to prevent busywork ablations that won't add insight. Best used when you're past the "does it work" phase and need to show which parts actually contribute to your results.

Install to Claude Code

npx -y skills add wanshuiyin/auto-claude-code-research-in-sleep --skill ablation-planner --agent claude-code