A researcher reorganized their home lab and created a Claude-powered tool to suggest experiments based on existing equipment rather than buying new materials. The app generates a state space of possible experiments ranked by difficulty and setup time, focusing on unexplored phenomena like noisy dynamics and Rayleigh-Bénard convection that are feasible for independent scientists.