experiment-plan

To turn a research proposal into a paper-ready experiment plan, this Skill automates claim-driven phase-based planning, mapping your hypotheses to structured validation blocks, ablations, and run orders.

Claim-driven experimental design maps each core research contribution directly to specific validation tests and ablations, ensuring your paper-ready experiments explicitly defend the method proposal with clear success criteria.

Create an experiment run order and budget for ablations by defining phased execution roadmaps, which this Skill outputs alongside risk handling sections and structured tracking artifacts.

Yes, you can use this for end-to-end experiment planning from a method proposal, as it generates a complete execution roadmap including budget allocations, risk management, and defined phase outputs.

The best way to manage experiment risks and track success criteria is generating an EXPERIMENT_TRACKER.md file, which structures your run orders, budgets, and validation outcomes throughout the research lifecycle.

Yes, this experiment planning approach works for conference paper submissions by drafting paper-ready validation schedules and ablation run orders structured to defend your method's core contributions.