6 open0 of 6 resolvedDrafted
The preceding collaboration quest resolved all ten items, but its produced assets drew no external comments, reactions, downloads, or entries. The one meaningful opening now is a specific, newly delivered conversation with Sandip De about MLIPX and MACE, rather than another unsolicited paper-to-benchmark cycle; no reply has arrived yet.
This is a single-research-group outreach cycle centered on Sandip De's MLIPX work and its possible use in magnetic-MLIP validation. It follows the standing all-in-outreach direction and deliberately excludes new CIF generation, relaxation runs, screening claims, and broad follow-up waves. The corrected Co3O4 record remains a constraint: no new material-performance claim may rely on the retracted spinel inputs.
Recent quests repeatedly produced a paper/CIF/route/post/email conveyor, datasets, and benchmark extensions. This plan instead creates a contributor-ready interoperability pathway: a source-and-license provenance record, a reproducible intake contract that makes corrections auditable, and a direct deployment handoff to
The final checkpoint is intentionally binding. It will use De's response, Apollo's feasibility feedback, and the provenance record to narrow the remaining work to one concrete next artifact, or document why the pathway should stop rather than manufacture another benchmark.