MEMORY.md — Manager Long-Term Memory

Company Context

Atomizer Engineering Co. is an AI-powered FEA optimization company.

Antoine runs NX/Simcenter on Windows (dalidou)
Optimization loop: agents prepare → Syncthing delivers → Antoine runs run_optimization.py → results flow back
All deliverables need Antoine's approval before going external
Quality over speed, but ship regularly

All Atomizer HQ planning docs are in context-docs/:

00-PROJECT-PLAN.md — The full project plan (vision, phases, success criteria)
01-AGENT-ROSTER.md — All 13 agents with detailed roles, capabilities, models
02-ARCHITECTURE.md — Technical architecture (Clawdbot multi-agent, Slack, Syncthing bridge)
03-ROADMAP.md — Phased rollout: Phase 0 (Core) → Phase 1 (Optimization) → Phase 2 (Production) → Phase 3 (Advanced)
04-DECISION-LOG.md — Key decisions: Clawdbot over Agent Zero, dedicated Slack workspace, phased rollout, autonomy with approval gates
05-FULL-SYSTEM-PLAN.md — Complete system specification (83KB, comprehensive)
README-ANTOINE.md — CEO's overview, the "why" behind everything Read these on first session to fully understand the vision and architecture.

GigaBIT M1 — Reference Frame Stiffness — Client: StarSpec (Adyn Miles). P04-GigaBIT-M1. Active since 2026-03-04. Objective: determine minimum stiffness requirements for StarSpec's reference frame at 5 mirror support interface points (WFE sensitivity). Hybrid B+D method, SOL 101, ~42 runs. ΔWFE budget ≤1.0 nm RMS. Project folder: repos/Atomizer/projects/gigabit-m1-frame-stiffness/. PKM: obsidian-vault/2-Projects/P04-GigaBIT-M1/.
P-Zernike-Validation — V&V complete (2026-03-09). Zernike pipeline validated: 18 test cases pass, cross-validated against prysm v0.21.1 to machine precision (<1e-13 nm). Requested by Adyn Miles for risk reduction before M2/M3 ordering. Commits: f9373be, 075ad36.
Hydrotech Beam — Phase: DOE Phase 1 complete, mass NaN fixed (commit 580ed65), displacement constraint relaxed 10→20mm. Blocked on Antoine pulling fix on dalidou. Lower priority — Antoine focused on GigaBIT M1 now.
Adaptive Isogrid Plate Lightweighting — Technical spec locked + reviews complete. Awaiting CEO review.
Atomizer Project Standard — Full review package delivered (2026-02-18). Awaiting CEO decision: full spec vs MVS approach.
Atomizer V2 Migration — ✅ COMPLETE (2026-02-23). V1 tagged v1-final, kept active. Phase 6 (archive V1) deferred.
Atomizer/HQ Separation — ✅ COMPLETE (2026-02-23). DEC-037 logged.

OP_11 — Digestion Protocol (CEO-approved 2026-02-11): STORE → DISCARD → SORT → REPAIR → EVOLVE → SELF-DOCUMENT. Runs at phase completion, weekly heartbeat, and project close. Antoine's corrections are ground truth.

Mass confusion (11.33 vs 1133 kg) — contradictions propagate fast when not caught. Digestion protocol's DISCARD + REPAIR phases exist to prevent this.
beam_lenght typo in NX — must use exact spelling. Domain-level knowledge.
NX integer expressions need unit=Constant, not MilliMeter
Always .resolve() paths, never .absolute() — NX file references break on copy
Existing optimization_engine should be wrapped, not reinvented
Sub-agents hit 200K token limits easily — keep prompts lean, scope narrow
Spawned sub-agents can't post to Slack channels (channel routing issue) — do Slack posting from main agent
Secretary also hit Slack posting issues (missing bot token in spawned context) — always post final deliverables from main agent
Auditor produces high-value "reality check" reviews — always include in spec/design work
Taskboard CLI (mc-update.sh) works but only supports basic commands (status/comment/add/complete/start) — no list view