# meta

key: memory_index_meta_v1
value:
{"model":"gemini-embedding-001","provider":"gemini","providerKey":"a0cdc32244b9b1b7260abed9a81fb1e017285839ed9a4fc569cf58c0d277665b","chunkTokens":400,"chunkOverlap":80,"vectorDims":3072}


# chunks

id: cf17d9fc46352e8042d3cc41762723c9d079ae2a7e56130d5c09c13a051df315
path: MEMORY.md
source: memory
hash: 1bcd9dabaa58a88b5590ae0f92810aa738356560692444359739c61437af409e
model: gemini-embedding-001
text:
# MEMORY.md — Manager Long-Term Memory

## Company Context

**Atomizer Engineering Co.** is an AI-powered FEA optimization company.
- CEO: Antoine Letarte (mechanical engineer, freelancer)
- Platform: Clawdbot multi-agent on dedicated Slack workspace
- Infrastructure: Docker on T420, Syncthing bridge to Windows (NX/Simcenter)

## Key Facts
- 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

## Founding Documents
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.

## Active Projects

embedding:
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id: 060a826f0755eb5050be19eb77ee335f02338d10bca0de18bf8480b2417bd21a
path: MEMORY.md
source: memory
hash: 144fe878b4f69b18184c6e74017e1a2a0c0a2e3e8fc4c56a7c02de053d08d47a
model: gemini-embedding-001
text:
- **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.

## Active Projects
- **Hydrotech Beam** — Channel: `#project-hydrotech-beam` | Phase: DOE Phase 1 complete (39/51 solved, mass NaN fixed via commit 580ed65, displacement constraint relaxed 10→20mm). Next: pull fix on dalidou, rerun DOE.

## Core Protocols
- **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.

## Lessons Learned
- 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

embedding:
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id: bfb87fb7ba61600cb18cd5128e0db629bc65841025c164f79f2de8d30c037a8f
path: memory/2026-02-08.md
source: memory
hash: 1b37101feaae3a9aa557c30f391cd74a20b86d5781db00be806395343531ecdf
model: gemini-embedding-001
text:
# 2026-02-08

## New Project: Hydrotech Beam Structural Optimization
- **Channel:** #project-hydrotech-beam
- **Request:** Optimize I-beam with sandwich cross-section — reduce mass, reduce tip displacement, keep stress safe
- **Status:** Intake received, project folder created at `/home/papa/atomizer/projects/hydrotech-beam/`
- **Next:** Delegate technical breakdown to Technical Lead (OP_09 → OP_10 Step 2)
- 4 design variables, NX Nastran static analysis, steel beam with lightening holes
- Current baseline: ~974 kg, ~22 mm displacement
- Targets: minimize mass, displacement < 10 mm, stress < 130 MPa

## Issues Raised by Antoine
- No Notion project page yet (Phase 2 feature — not available)
- Secretary had no project context — briefed her via sessions_send, she's now tracking it
- Slowness noted — all agents on Opus, expected for now
- Project folder confirmed at `/home/papa/atomizer/projects/hydrotech-beam/`
- Antoine wants cross-agent context sharing to work better — need to think about how Secretary gets project updates automatically

## Config Changes
- Added `#project-hydrotech-beam` (C0AE4CESCC9) to channel config with `requireMention: false`
- Antoine no longer needs to tag to get a response in project channels

## Antoine Request: Project Dashboard & File Access
- Manager now owns ALL admin responsibility — Mario only for infrastructure bridges
- NO Notion — Antoine doesn't use it
- Project data should live in Atomizer repo (Gitea: http://100.80.199.40:3000/Antoine/Atomizer.git)
- Documentation = efficient .md files in the repo

embedding:
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id: 9046e3b3b81181b6b8afd80d3ea6ba6d12e43e1eff983134580c1581f624402a
path: memory/2026-02-08.md
source: memory
hash: b0f2ec746159adedfbbb0387234fd3fd4b23db616056626e12e614da44a2bd6b
model: gemini-embedding-001
text:
## Antoine Request: Project Dashboard & File Access
- Manager now owns ALL admin responsibility — Mario only for infrastructure bridges
- NO Notion — Antoine doesn't use it
- Project data should live in Atomizer repo (Gitea: http://100.80.199.40:3000/Antoine/Atomizer.git)
- Documentation = efficient .md files in the repo
- Current project files at `/home/papa/atomizer/projects/hydrotech-beam/` need to move into `/home/papa/repos/Atomizer/projects/hydrotech-beam/`
- Syncthing syncs: ATODrive, Atomaste, obsidian-vault, Sync — NOT the atomizer workspace
- Atomizer repo is git-managed (correct approach for project data)

## Project Structure Overhaul — COMPLETED
- Designed and implemented KB-integrated project structure for Atomizer
- Hydrotech Beam restructured: README, CONTEXT, BREAKDOWN, DECISIONS, models/, kb/, studies/, deliverables/
- KB initialized: components/sandwich-beam.md, materials/steel-aisi.md, fea/models/sol101-static.md
- Gen 001 created from intake + technical breakdown
- 6 decisions logged in DECISIONS.md (DEC-HB-001 through DEC-HB-006)
- Created `knowledge-base-atomizer-ext.md` — Atomizer extension of Mario's shared KB skill
- Extension pattern: use base skill as-is, extend with Atomizer-specific agent workflows
- All committed to Gitea: commit 9541958
- Channel config fixed: #project-hydrotech-beam no longer requires mention

## Repo Cleanup — IN PROGRESS
- CEO approved major docs cleanup of Atomizer repo
- Spawned sub-agent (label: repo-cleanup) to handle:
  - Archive stale docs (RALPH_LOOP, old CANVAS plans, dashboard iterations) to docs/archive/review/

embedding:
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id: 90d99d475de393b9aba2552688913956e9b1aa3659a092cc5a857330ff61c574
path: memory/2026-02-08.md
source: memory
hash: a7b9467c94cfe41ca67bf00a05b40de89a44829d2201948d767cabcf888d5352
model: gemini-embedding-001
text:
- All committed to Gitea: commit 9541958
- Channel config fixed: #project-hydrotech-beam no longer requires mention

## Repo Cleanup — IN PROGRESS
- CEO approved major docs cleanup of Atomizer repo
- Spawned sub-agent (label: repo-cleanup) to handle:
  - Archive stale docs (RALPH_LOOP, old CANVAS plans, dashboard iterations) to docs/archive/review/
  - Create docs/hq/ with agent-facing documentation (PROJECT_STRUCTURE, KB_CONVENTIONS, AGENT_WORKFLOWS, STUDY_CONVENTIONS)
  - Update docs/00_INDEX.md
- KB skill discussion resolved: Mario's pipeline = tool, Atomizer owns project KB, no duplication
- Mario's KB output can bootstrap Atomizer project KB if available
- CAD-Documenter tool being renamed (to KBS or similar) — update references when it lands

embedding:
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id: 516dcfb3636348096636b155ef941875ea5a858a6d3ac0297345c475abf9fb80
path: memory/2026-02-11.md
source: memory
hash: 142491227acccf41109fa2673d7427665af4b719a5970548bc3fa595afa0fe5b
model: gemini-embedding-001
text:
# 2026-02-11

## Channel Config
- Added #research-and-development (C0AEB39CE5U) to Slack config
- All 6 agents bound to it
- Set `requireMention: false` globally for all Slack channels per Antoine's request

## NXOpen MCP Server — INSTALLED ✅
- **Repo**: `http://100.80.199.40:3000/Antoine/NXOpen-MCP.git`
- **Local path**: `/home/papa/atomizer/tools/nxopen-mcp/`
- **Venv**: `.venv/` with CPU-only torch (no CUDA needed)
- **Data**: 203MB pre-indexed ChromaDB + JSON caches
  - 15,219 NXOpen classes, 64,320 methods
  - 149 nxopentse functions
  - 287 pyNastran classes
- **Run**: `./run-server.sh` or `python -m nxopen_mcp.server --data-dir ./data`
- **Protocol**: stdio-based MCP
- **Tools**: search_nxopen, get_class_info, get_method_info, get_examples, list_namespaces
- Wired into NX Expert agent via exec/Python subprocess

## NX Expert Agent — HIRED ✅
- **Agent ID**: `nx-expert`
- **Model**: Sonnet 4 (cost-effective specialist)
- **Workspace**: `/home/papa/atomizer/workspaces/nx-expert/`
- **Channels**: #hq (C0AEJV13TEU), #research-and-development (C0AEB39CE5U)
- **Mention patterns**: @nx-expert, @NX Expert, @nx, 🖥️
- **Tools**: NXOpen MCP via Python exec, atomizer-protocols skill
- **Role**: NX Open API expert, solver config, element selection, journal scripting
- First Phase 2 agent to come online — ahead of schedule

embedding:
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id: 1f78c0e06d29fdc317cc472507b99a606a163ecbb7ce925dccbe078d4be7ee2f
path: memory/2026-02-09.md
source: memory
hash: 5fd7e50edc46be6288b62c190ccf8df76101cf91f216e64a55b2dbe420919285
model: gemini-embedding-001
text:
# 2026-02-09

## Phase 1 Approved & Kicked Off
- Antoine asked if Phase 0 was complete enough to move forward
- Assessed Phase 0 at ~75% complete (structure proven, execution loop not yet tested)
- Recommended proceeding to Phase 1 with Hydrotech Beam as the validation project
- Antoine approved — Phase 1 is live

## Phase 1 Agents — Status
- Optimizer, Study Builder, Auditor are NOT yet configured as gateway agents
- Only Manager, Secretary, Technical Lead exist as real agents
- Using sessions_spawn sub-agents as a workaround for now
- Need Mario to set up the actual agent workspaces + gateway config for Phase 1 agents

## Hydrotech Beam — Resuming
- Posted project kickoff in #project-hydrotech-beam with full assignment roster
- Workflow: serial chain managed by me (per DEC-A003)
  - Step 1: Optimizer designs strategy ← IN PROGRESS (spawned sub-agent)
  - Step 2: Auditor reviews plan
  - Step 3: Study Builder writes code
  - Step 4: Auditor reviews code
  - Step 5: CEO approves for execution
  - Step 6: Run on Windows (manual)
  - Step 7: Results analysis
- 9 technical gaps still open from Tech Lead's breakdown (G1-G9)
- Optimizer working from BREAKDOWN.md to produce OPTIMIZATION_STRATEGY.md

## Antoine Questions
- Asked about workflow management (serial vs parallel) — explained I manage the chain
- Asked about roll call location — posted project kickoff in #project-hydrotech-beam
- Asked "what's next? Where do I review?" — gave full status briefing in #all-atomizer-hq
  - Pointed to Gitea as the browsable dashboard
  - Recommended resolving 9 gaps as top priority

embedding:
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id: 9dff31b002ca0247bb45e94f1904894e6281e4b8d240446c99926375ece30e5a
path: memory/2026-02-09.md
source: memory
hash: 113c5de6fc4a8ef3229905fcb148ab74d8342f209deb14b96a61b91a443acec9
model: gemini-embedding-001
text:
- Asked about workflow management (serial vs parallel) — explained I manage the chain
- Asked about roll call location — posted project kickoff in #project-hydrotech-beam
- Asked "what's next? Where do I review?" — gave full status briefing in #all-atomizer-hq
  - Pointed to Gitea as the browsable dashboard
  - Recommended resolving 9 gaps as top priority
  - Proposed: daily auto-status from Secretary, README as live dashboard
  - Antoine wants proactive improvement — gave 6 prioritized recommendations

## File Access Gap Identified
- Atomizer repo NOT synced to Windows (dalidou) via Syncthing
- Only ATODrive, Atomaste, obsidian-vault, Sync are shared
- Model files (Beam.prt, etc.) never added to models/ — placeholder only
- Antoine can't browse KB or project docs from Windows
- **Resolution:** Antoine setting up Syncthing for `projects/hydrotech-beam/` specifically
  - Server path: `/home/papa/repos/Atomizer/projects/hydrotech-beam/`
  - Rest of repo stays git-only (he has Gitea web access from Windows)
  - .gitignore allows .prt/.fem/.sim (only .bak excluded)
  - Once sync is live, model files land in models/ and I commit to Gitea
- Antoine wants KBS session but needs model files accessible first

## Single Source of Truth — Consolidation Done
- **Canonical project path:** `/home/papa/repos/Atomizer/projects/hydrotech-beam/` (Gitea + Syncthing)
- Removed stale duplicate at `/home/papa/atomizer/projects/hydrotech-beam/`
- Created symlink so old references still resolve
- Cleaned up Syncthing conflict files

embedding:
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id: dd018990e0fdf8ca5ce61e327ae10886386d0e236ccbac0cb27c9b3fa25c0ea5
path: memory/2026-02-09.md
source: memory
hash: f261944a7f8a3309d561c05b2cf6c6384f0ed7bd6bfb49b9f3d1142452b6f3f5
model: gemini-embedding-001
text:
- Antoine wants KBS session but needs model files accessible first

## Single Source of Truth — Consolidation Done
- **Canonical project path:** `/home/papa/repos/Atomizer/projects/hydrotech-beam/` (Gitea + Syncthing)
- Removed stale duplicate at `/home/papa/atomizer/projects/hydrotech-beam/`
- Created symlink so old references still resolve
- Cleaned up Syncthing conflict files
- All agents should reference `/repos/Atomizer/projects/` from now on
- Antoine dropping remaining model files via Syncthing from Windows

## Improvement Initiatives (Self-Directed)
- [ ] Set up Secretary daily status posts
- [ ] Update Hydrotech README to be a live status card
- [ ] Track gap resolution progress
- [x] Consolidate project folder to single source of truth (repo)

embedding:
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id: 09131ce88db0603b55873f22939ae5f8e6556a1756d174e9fe369ead91415af6
path: memory/2026-02-13.md
source: memory
hash: ec0a64ea370c421e7add714a2a0df1f8881f35c4e8c0852fabe5a398f44d1046
model: gemini-embedding-001
text:
# 2026-02-13

## Nightly Digestion Cron — LIVE ✅
- **Job ID:** `e157faf0-084f-4d8d-8693-814cf4340a48`
- **Schedule:** Every night at 4:00 AM ET (`0 4 * * *` America/Toronto)
- **Type:** Isolated agentTurn (manager), announces to #all-atomizer-hq
- **Protocol:** OP_11 full 6-step cycle (STORE → DISCARD → SORT → REPAIR → EVOLVE → SELF-DOCUMENT)
- Set up per Antoine's directive to officialize nightly memory processing

## Hydrotech Beam — Resumed
- Antoine approved continuing to next phase (~01:36 UTC)
- DOE Phase 1 (51 trials) completed previously but **gate check FAILED**:
  - 39/51 solved, 12 geo-infeasible (hole overlap)
  - **0 fully feasible designs** — displacement ≤10mm never achieved (min ~19.6mm)
  - **Mass = NaN** on all trials — extraction bug in journal/script
  - Stress constraint (≤130 MPa) met by some trials but displacement kills everything
- **Delegated to Tech Lead:** Diagnose mass NaN, analyze DOE landscape, recommend feasibility fix
  - Spawned sub-agent session: `hydrotech-doe-analysis`
- **Pending CEO decision:** Relax 10mm displacement constraint? Options presented: relax to ~20mm, expand DVs, or keep and find boundary
- Optimizer + Study Builder on standby for Phase 2 (TPE) after fixes

## Mass NaN Fix — COMMITTED ✅
- **Commit:** `580ed65` on Atomizer repo main branch
- **Root cause:** `solve_simulation.py` journal's `solve_simple_workflow()` tried to read mass via expression `p173` after part switching (geom→FEM→SIM→solve→back). Expression was stale/inaccessible after switching. `_temp_mass.txt` never written.

embedding:
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