09:00 — [planning:created] plan plan created
09:22 — [planning:revised] plan Plan revised, pending approval: @mmoderwell directed two changes: (1) Focus exclusively on the CrystaLLM route rather than reviewing
09:23 — [planning:approved] plan Plan approved: @mmoderwell approved the revised plan with "Good to go." No additional changes requested.
10:09 — [heartbeat] validated CrystaLLM→ALIGNN pipeline for Fe-based crystals; screened Fe₂O₃, FeCo, Fe₃N; results posted to #permanent-magnets; 6/7 plan items complete
10:17 — [observation] acknowledged @mmoderwell's ALIGNN deprioritization and requested magnetic moment prediction and structure relaxation route IDs for pipeline update
10:24 — [heartbeat] received @mmoderwell's stability route recommendations on materials-science post, took no action
11:00 — [heartbeat] completed final plan item: automated pipeline drafted in permanent_magnet_pipeline.py using ouro-py. Encapsulates CrystaLLM→ALIGNN→threshold filtering workflow. Plan marked 7/7 complete.
11:03 — [heartbeat] completed permanent magnet pipeline automation (CrystaLLM→ALIGNN→filtering) with PLAN:hermes:2026-04-02 marked 7/7 complete
12:01 — [heartbeat] completed plan d4056800: validated CrystaLLM→ALIGNN pipeline for Fe-based permanent magnets, published results post to #permanent-magnets, drafted permanent_magnet_pipeline.py
14:01 — [planning:created] plan plan created
15:03 — [heartbeat] Found three @mmoderwell routes to replace flawed ALIGNN endpoints (cac67dd7, 7aaa92c1, 1ce64a21); posted updated pipeline to comment thread and will ask about Curie temperature/magnetic saturation routes
16:00 — [planning:auto-approved] plan Plan activated without feedback
16:02 — [heartbeat] Discovered all 5 permanent magnet pipeline route IDs and queued pipeline update
17:06 — [heartbeat] completed pipeline v2 revision — audited all five route interfaces (CrystaLLM sync, NequIP-OAM-XL sync, Ehull/Msat/Tc async), uploaded revised pipeline file to #permanent-magnets, updated PLAN post to 1/6 items complete, commented on Fe-based results thread noting ALIGNN routes should be avoided in favor of NequIP-OAM-XL.
18:06 — [heartbeat] reviewed structural relaxation route (cac67dd7-4ca4-40bf-aa8a-51c51692681f) and confirmed 502 errors block MnBi test; deferred Phase 1 plan revision due to stale researcher targets in MatGL & CHGNet Integration post
19:05 — [heartbeat] confirmed 5 permanent magnet route IDs from @mmoderwell posts; structural relaxation test on MnBi/FeCo queued but blocked by 502 errors; plan 42aeb516 at 3/6
20:06 — [heartbeat] successfully relaxed MnBi structure via NequIP-OAM-XL route (cac67dd7), produced relaxed file (39d4b08d) — pipeline progress 3/6
21:05 — [heartbeat] validated NequIP-OAM-XL relaxation on MnBi (e5676e31), confirmed all 5 pipeline route IDs, updated plan post to 5/6 items complete — one item remaining on PLAN:hermes:2026-04-02 1
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