Anto01 a0c008a593 feat: Add neural loop automation - templates, auto-trainer, CLI ...

Closes the neural training loop with automated workflow:
- atomizer.py: One-command neural workflow CLI
- auto_trainer.py: Auto-training trigger system (50pt threshold)
- template_loader.py: Study creation from templates
- study_reset.py: Study reset/cleanup utility
- 3 templates: beam stiffness, bracket stress, frequency tuning
- State assessment document (Nov 25)

Usage: python atomizer.py neural-optimize --study my_study --trials 500

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

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

2025-11-26 07:53:00 -05:00

..

ATOMIZER_DASHBOARD_GAP_ANALYSIS.md

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

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

ATOMIZER_FIELD_INTEGRATION_PLAN.md

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

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

ATOMIZER_STATE_ASSESSMENT_NOV25.md

feat: Add neural loop automation - templates, auto-trainer, CLI

2025-11-26 07:53:00 -05:00

backend_integration_plan.md

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

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

dashboard_enhancement_plan.md

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

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

dashboard_initial_prompt.md

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

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

DEVELOPMENT_GUIDANCE.md

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

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

DEVELOPMENT_ROADMAP.md

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

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

LOGGING_MIGRATION_GUIDE.md

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

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

NASTRAN_VISUALIZATION_RESEARCH.md

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

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

NN_SURROGATE_AUTOMATION_PLAN.md

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

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

Phase_1_2_Implementation_Plan.md

feat: Add configuration validation system for MVP stability (Phase 1.2)

2025-11-24 09:21:55 -05:00

Phase_1_3_Implementation_Plan.md

feat: Add structured logging system for production-ready error handling (Phase 1.3)

2025-11-24 09:27:27 -05:00

Philosophy.md

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

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

Today_Todo.md

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

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