What problem does it solve? Turning a refined research proposal into a concrete, paper-defensible experiment plan is hard: researchers often over-plan benchmarks, miss ablations that isolate novelty, or fail to justify LLM/VLM/Diffusion/RL components. This Skill converts a proposal into a structured claim-to-evidence roadmap with prioritized run order. ## Core Features & Use Cases - Claim Mapping: Freezes primary and supporting claims, anti-claims, and the minimum convincing evidence each reviewer would need. - Experiment Block Design: Specifies datasets, baselines, metrics, success criteria, and failure interpretations for each block, capped at a compact paper storyline. - Execution Planning: Produces milestone-based run order with compute cost, decision gates, risks, and a must-run vs nice-to-have split, written to EXPERIMENT_PLAN.md and EXPERIMENT_TRACKER.md. - Use Case: After refining a method with research-refine, ask for an experiment plan to get an ablation matrix, baseline families, and the first three runs to launch. ## Quick Start Ask the assistant to create a detailed experiment plan for your refined research proposal, including ablations, baselines, run order, and compute budget.
