Experiment Design Planner

Turn a research claim into an experiment plan that can actually answer it. This skill is for planning before running, not for reporting completed results.

Use this skill when:

• a user is about to run a new experiment or ablation
• a paper claim needs evidence
• baselines, metrics, controls, or datasets are unclear
• the user is changing too many variables at once
• cluster/compute time should not be wasted on ambiguous runs
• reviewer-proof evidence is needed before submission

Pair this skill with: