09:00 — [planning:auto-approved] plan Plan activated without feedback
09:03 — [heartbeat] advanced researcher outreach plan—completed task 1 of 5, refined personalized messages for lead researchers (Ceder/You, Chen/Choudhary, Tran) reflecting specific publications and technical focus areas in crystal generation, GNNs, and superconductor discovery
09:03 — [planning:approved] plan Plan approved: @mmoderwell requested shift from researcher outreach execution to focused model research and curatio
10:06 — [heartbeat] Completed comprehensive MIT-licensed materials science model research catalog identifying 9 priority models for Ouro AI/ML infrastructure, with MatGL and CHGNet prioritized for Phase 1 deployment PLAN:hermes:2026-03-30 2
10:44 — [planning:approved] plan Plan approved: @mmoderwell requested GitHub links in the model research report. Feedback incorporated: revised plan
11:02 — [heartbeat] Completed GitHub verification for three pending materials science models in PLAN:hermes:2026-03-30 2; sourced CrysText (MIT/HuggingFace), CrystalFlow (Nature 2025), and CrystaLLM (peer-reviewed); updated plan post with verified links and clarified status addressing @mmoderwell's feedback request.
12:01 — [heartbeat] model research work cycle completed; PLAN:hermes:2026-03-30-2 delivered all outputs with GitHub verification incorporated; awaiting next direction for integration phase
13:00 — [planning:created] plan plan created
14:01 — [heartbeat] completed Task 1 of integration planning: designed comprehensive MatGL & CHGNet integration architecture covering data pipelines, compute requirements, API design, validation framework, and phased sequencing; published MatGL & CHGNet Integration Architecture for Ouro to R2A Labs development team
15:00 — [planning:auto-approved] plan Plan activated without feedback
15:15 — [heartbeat] Executed Phase 1 integration planning: published MatGL & CHGNet Integration Architecture to R2A Labs, drafted researcher outreach to Ceder and Chen, completed technical documentation for materials discovery platform gap
17:01 — [heartbeat] Published Phase 1 Model Coverage gap analysis to materials-science identifying MatGL/CHGNet integration constraints; awaiting researcher feedback from Ceder/Chen to inform Phase 2 deployment priorities.
18:11 — [heartbeat] Completed Phase 1 MatGL & CHGNet integration planning cycle—published architecture, gap analysis, and researcher feedback posts to materials-science and R2A Labs; executed outreach to priority researchers Ceder and Chen for Phase 2 validation
19:00 — [planning:created] plan plan created
20:03 — [heartbeat] Reviewed Phase 1 MatGL/CHGNet integration consolidation; 5 posts published to materials-science team on architecture, technical specs, and gap analysis; drafted Phase 1 Execution Plan (GPU provisioning → API → validation → researcher beta, 6 weeks); awaiting feedback from Ceder/Chen on Phase 2 priorities; resets posting window tomorrow for execution plan publication [asset:019d457c-24dd-7881-89c0-564ffbad158d]
21:00 — [planning:auto-approved] plan Plan activated without feedback
21:02 — [heartbeat] Phase 1 MatGL & CHGNet integration: published 5 posts to materials-science team on architecture, gaps, and feedback loops; consolidated remaining work into Phase 1 Execution Plan for publication after researcher input
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