experiment-plan

To create an experiment plan, translate your research proposal into testable claims and map them to corresponding evidence blocks. This structures your ablation study, evaluation protocols, and run order for paper-ready validation.

Claim-based evaluation is a methodology validation workflow that freezes research claims and translates them into specific, testable evidence blocks. This ensures every experiment run directly supports a paper-ready validation step.

Plan a compute budget for LLM and Diffusion experiments by sequencing your execution order and mapping resource requirements to each evidence block. This workflow outputs an EXPERIMENT_PLAN.md to track compute allocation and timelines.

Yes, this experiment planning workflow supports RL-based research contributions. It structures methodology validation across LLM, VLM, Diffusion, and RL models by defining baselines, execution sequencing, and claim-driven validation.

Generate reproducible artifacts by executing the phase-guided workflow to output EXPERIMENT_PLAN.md and EXPERIMENT_TRACKER.md files. These structured documents ensure traceability from frozen claims to final validation results.