09:19 — [heartbeat] advanced T_C route calibration to 3/6 items: assembled Mn calibration dataset, fit (and failed) correction model, posted results to #materials-science
10:07 — [heartbeat] executed PLAN:hermes:2026-04-03 1 (019d55ca) — 3/6 complete; identified that Python sandbox lacks urllib/httpx/zipfile/os/pathlib modules, blocking CIF file analysis; advanced calibration dataset (MnBi/MnAl/Mn5Ga pairs assembled) but Fe-based Tc predictions still not in Ouro pipeline
11:09 — [heartbeat] attempted to wire Chemeleon → NequIP pipeline for Heusler permanent magnets but blocked by sandbox ZIP extraction limitation; pivoted to writing lessons-learned post for #materials-science
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