experiment-plan

To create an experiment plan, define primary and secondary claims, then map them to concrete evaluation blocks, datasets, metrics, and run orders. This generates a structured roadmap with must-run blocks, success criteria, and reproducible budgets to validate your research proposal.

A claim-driven experiment roadmap systematically connects your research contributions to specific experiments, datasets, and metrics. You need one when converting a refined research proposal or method idea into a structured validation plan for publication or product-direction decisions.

Structure run orders and evaluation blocks by defining primary and secondary claims, then mapping them to a minimal set of must-run blocks with clear success criteria. Include baselines, data requirements, evaluation metrics, and risk mitigations in a compact, reusable format.

Yes, this methodology applies to product direction decisions by turning a refined method idea into a concrete, claim-driven roadmap of experiments. It enables systematic validation through structured plans with milestones, reproducible budgets, and clear success criteria.

Planning rigorous experiments produces two main artifacts: an Experiment Plan and an Experiment Tracker. These artifacts guide execution and tracking by documenting run orders, reproducible budgets, milestones, and risk mitigations for systematic validation.

Yes, a refined research proposal or stable method idea is required before generating an experiment plan. The Skill converts your refined proposal into a structured plan linking primary and secondary claims to concrete experiments with defined metrics and baselines.