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Anto01 e3bdb08a22 feat: Major update with validators, skills, dashboard, and docs reorganization

- Add validation framework (config, model, results, study validators)
- Add Claude Code skills (create-study, run-optimization, generate-report,
  troubleshoot, analyze-model)
- Add Atomizer Dashboard (React frontend + FastAPI backend)
- Reorganize docs into structured directories (00-09)
- Add neural surrogate modules and training infrastructure
- Add multi-objective optimization support

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

2025-11-25 19:23:58 -05:00

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Quick Configuration Reference

Change NX Version (e.g., when NX 2506 is released)

Edit ONE file: config.py

# Line 14-15
NX_VERSION = "2506"  # ← Change this
NX_INSTALLATION_DIR = Path(f"C:/Program Files/Siemens/NX{NX_VERSION}")

That's it! All modules automatically use new paths.

Change Python Environment

Edit ONE file: config.py

# Line 49
PYTHON_ENV_NAME = "my_new_env"  # ← Change this

Verify Configuration

python config.py

Output shows all paths and validates they exist.

Using Config in Your Code

from config import (
    NX_RUN_JOURNAL,       # Path to run_journal.exe
    NX_MATERIAL_LIBRARY,  # Path to material library XML
    PYTHON_ENV_NAME,      # Current environment name
    get_nx_journal_command,  # Helper function
)

# Generate journal command
cmd = get_nx_journal_command(
    journal_script,
    arg1,
    arg2
)

What Changed?

OLD (hardcoded paths in multiple files):

optimization_engine/nx_updater.py: Line 66
dashboard/api/app.py: Line 598
README.md: Line 92
docs/NXOPEN_INTELLISENSE_SETUP.md: Line 269
...and more

NEW (all use config.py):

Edit config.py once
All files automatically updated

Files Using Config

✅ optimization_engine/nx_updater.py
✅ dashboard/api/app.py
Future: All NX-related modules will use config

See also: SYSTEM_CONFIGURATION.md for full documentation

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