KEEP THE COMMAND. STUDY THE GAP. CSDW — dataset recording checklist [ ] Preserve original controller command streams. [ ] Preserve measured robot state streams alongside processed action labels. [ ] Keep timestamps and document temporal alignment and resampling. [ ] Describe the control interface and command semantics. [ ] Record units, coordinate frames, joint ordering, and channel conventions. [ ] Document every label transformation, including offsets, clipping, filtering, and normalization. [ ] Identify which action channels are commands and which are reconstructed from motion. [ ] Preserve demonstration boundaries so temporal analysis stays within each trajectory. [ ] Investigate command–state discrepancy across task phases and interaction conditions. [ ] For simulation benchmarks, expose both command and response streams and vary controller dynamics and contact constraints. Derived from the paper's data-preservation recommendation; the operational checklist elaborates that recommendation. Discrepancy is not a direct force measurement or a ground-truth label of human intent.