75 lines
1.9 KiB
Markdown
75 lines
1.9 KiB
Markdown
# Atomizer QUICK_REF
|
|
|
|
> 2-page maximum intent: fastest lookup for humans + Claude Code.
|
|
> If it grows, split into WORKFLOWS/* and PROTOCOLS/*.
|
|
|
|
_Last updated: 2026-01-29 (Mario)_
|
|
|
|
---
|
|
|
|
## 0) Non-negotiables (Safety / Correctness)
|
|
|
|
### NX process safety
|
|
- **NEVER** kill `ugraf.exe` / user NX sessions directly.
|
|
- Only close NX using **NXSessionManager.close_nx_if_allowed()** (sessions we started).
|
|
|
|
### Study derivation
|
|
- When creating a new study version: **COPY the working `run_optimization.py` first**. Never rewrite from scratch.
|
|
|
|
### Relative WFE
|
|
- **NEVER** compute relative WFE as `abs(RMS_a - RMS_b)`.
|
|
- Always use `extract_relative()` (node-by-node difference → Zernike fit → RMS).
|
|
|
|
### CMA-ES baseline
|
|
- `CmaEsSampler(x0=...)` does **not** evaluate baseline first.
|
|
- Always `study.enqueue_trial(x0)` when baseline must be trial 0.
|
|
|
|
---
|
|
|
|
## 1) Canonical workflow order (UI + docs)
|
|
|
|
**Create → Validate → Run → Analyze → Report → Deliver**
|
|
|
|
Canvas is a **visual validation layer**. Spec is the source of truth.
|
|
|
|
---
|
|
|
|
## 2) Single source of truth: AtomizerSpec v2.0
|
|
|
|
- Published spec: `studies/<topic>/<study>/atomizer_spec.json`
|
|
- Canvas edges are for visual validation; truth is in:
|
|
- `objective.source.*`
|
|
- `constraint.source.*`
|
|
|
|
---
|
|
|
|
## 3) Save strategy (S2)
|
|
|
|
- **Draft**: autosaved locally (browser storage)
|
|
- **Publish**: explicit action that writes to `atomizer_spec.json`
|
|
|
|
---
|
|
|
|
## 4) Key folders
|
|
|
|
- `optimization_engine/` core logic
|
|
- `atomizer-dashboard/` UI + backend
|
|
- `knowledge_base/lac/` learnings (failures/workarounds/patterns)
|
|
- `studies/` studies
|
|
|
|
---
|
|
|
|
## 5) Session start (Claude Code)
|
|
|
|
1. Read `PROJECT_STATUS.md`
|
|
2. Read `knowledge_base/lac/session_insights/failure.jsonl`
|
|
3. Read this file (`docs/QUICK_REF.md`)
|
|
|
|
---
|
|
|
|
## 6) References
|
|
|
|
- Deep protocols: `docs/protocols/`
|
|
- System instructions: `CLAUDE.md`
|
|
- Project coordination: `PROJECT_STATUS.md`
|