docs: Archive stale docs and create Atomizer-HQ agent documentation
Archive Management: - Moved RALPH_LOOP, CANVAS, and dashboard implementation plans to archive/review/ for CEO review - Moved completed restructuring plan and protocol v1 to archive/historical/ - Moved old session summaries to archive/review/ New HQ Documentation (docs/hq/): - README.md: Overview of Atomizer-HQ multi-agent optimization team - PROJECT_STRUCTURE.md: Standard KB-integrated project layout with Hydrotech reference - KB_CONVENTIONS.md: Knowledge Base accumulation principles with generation tracking - AGENT_WORKFLOWS.md: Project lifecycle phases and agent handoffs (OP_09 integration) - STUDY_CONVENTIONS.md: Technical study execution standards and atomizer_spec.json format Index Update: - Reorganized docs/00_INDEX.md with HQ docs prominent - Updated structure to reflect new agent-focused organization - Maintained core documentation access for engineers No files deleted, only moved to appropriate archive locations.
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# Atomizer Documentation Index
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**Last Updated**: 2026-01-24
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**Project Version**: 0.5.0 (AtomizerSpec v2.0 - Canvas Builder)
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**Last Updated**: February 9, 2026
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**Project Version**: 0.5.0 (AtomizerSpec v2.0 + Atomizer-HQ Multi-Agent Team)
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---
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## Quick Start
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New to Atomizer? Start here:
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### For AI Agents (Atomizer-HQ Team)
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**Start here** if you're an AI agent working on client projects:
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1. **[README.md](../README.md)** - Project overview and philosophy
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2. **[Getting Started](GETTING_STARTED.md)** - Installation, first study, dashboard
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3. **[Protocol System](protocols/README.md)** - How Atomizer is organized
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4. **[Example Studies](../studies/)** - Working examples
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1. **[HQ Overview](hq/README.md)** — What Atomizer-HQ is and how agents work together
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2. **[Project Structure](hq/PROJECT_STRUCTURE.md)** — Standard project organization
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3. **[Agent Workflows](hq/AGENT_WORKFLOWS.md)** — Who does what in the project lifecycle
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4. **[Knowledge Base Conventions](hq/KB_CONVENTIONS.md)** — How to accumulate and share knowledge
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### For Engineers (Core Optimization)
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**Start here** if you're using Atomizer for FEA optimization:
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1. **[README.md](../README.md)** - Project overview and philosophy
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2. **[Getting Started](GETTING_STARTED.md)** - Installation, first study, dashboard
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3. **[Protocol System](protocols/README.md)** - How Atomizer is organized
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4. **[Example Studies](../studies/)** - Working examples
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---
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## Documentation Structure
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## Atomizer-HQ Agent Documentation
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### Core Documentation
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The multi-agent optimization team that runs client FEA projects.
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### Essential HQ Docs
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| Document | Purpose | Target Agents |
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|----------|---------|---------------|
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| **[HQ Overview](hq/README.md)** | What Atomizer-HQ is, how to use these docs | All agents |
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| **[Project Structure](hq/PROJECT_STRUCTURE.md)** | Standard KB-integrated project layout | Manager, Technical Lead |
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| **[KB Conventions](hq/KB_CONVENTIONS.md)** | Knowledge Base accumulation principles | All agents |
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| **[Agent Workflows](hq/AGENT_WORKFLOWS.md)** | Project lifecycle and agent handoffs | All agents |
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| **[Study Conventions](hq/STUDY_CONVENTIONS.md)** | Technical study execution standards | Technical Lead, Optimizer |
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### Agent Roles Quick Reference
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| Agent | Role | Primary Phase | Key Responsibilities |
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|-------|------|---------------|---------------------|
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| 📋 **Secretary** | CEO interface | Intake | Client requirements, project initiation |
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| 🏗️ **Manager** | Coordination | Breakdown | Project structure, team coordination |
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| 🔧 **Technical Lead** | FEA expert | Introspection | Model setup, optimization planning |
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| ⚡ **Optimizer** | Study execution | Study | FEA optimization execution |
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| 📊 **Post-Processor** | Results analysis | Results | Performance analysis, insights |
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| 📝 **Reporter** | Documentation | Deliverables | Client reports, final packages |
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### Living Examples
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- **Reference Project**: [projects/hydrotech-beam/](../projects/hydrotech-beam/) — Complete project structure
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- **Project Structure**: Demonstrates KB-integrated organization and study flow
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- **Knowledge Accumulation**: Shows generation-tracked knowledge evolution
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---
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## Core Documentation
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Essential reference for understanding Atomizer's optimization framework.
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### Foundation Documents
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| Document | Purpose |
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|----------|---------|
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| **[GETTING_STARTED.md](GETTING_STARTED.md)** | Setup, first study, dashboard basics |
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| **[ARCHITECTURE.md](ARCHITECTURE.md)** | System architecture, hooks, data flow |
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| **[protocols/README.md](protocols/README.md)** | Protocol Operating System overview |
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| **[QUICK_REF.md](../QUICK_REF.md)** | Active reference guide |
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### Protocol System
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The Protocol Operating System (POS) provides structured workflows:
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The Protocol Operating System (POS) provides structured workflows for optimization:
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```
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protocols/
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@@ -41,7 +84,8 @@ protocols/
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│ ├── OP_05_EXPORT_TRAINING_DATA.md
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│ ├── OP_06_TROUBLESHOOT.md
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│ ├── OP_07_DISK_OPTIMIZATION.md
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│ └── OP_08_GENERATE_REPORT.md
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│ ├── OP_08_GENERATE_REPORT.md
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│ └── OP_09_AGENT_COMMUNICATION.md
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├── system/ # Technical specifications (SYS_10-18)
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│ ├── SYS_10_IMSO.md # Intelligent optimization
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│ ├── SYS_11_MULTI_OBJECTIVE.md
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@@ -59,22 +103,28 @@ protocols/
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└── EXT_04_CREATE_SKILL.md
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```
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### User Guides
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---
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Located in `guides/`:
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## User Guides
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| Guide | Purpose |
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|-------|---------|
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| **[CANVAS.md](guides/CANVAS.md)** | Visual study builder (AtomizerSpec v2.0) |
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| **[DASHBOARD.md](guides/DASHBOARD.md)** | Dashboard overview and features |
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| **[NEURAL_FEATURES_COMPLETE.md](guides/NEURAL_FEATURES_COMPLETE.md)** | Neural acceleration guide |
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| **[NEURAL_WORKFLOW_TUTORIAL.md](guides/NEURAL_WORKFLOW_TUTORIAL.md)** | Data → Training → Optimization |
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| **[hybrid_mode.md](guides/hybrid_mode.md)** | Hybrid FEA/NN optimization |
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| **[TRAINING_DATA_EXPORT_GUIDE.md](guides/TRAINING_DATA_EXPORT_GUIDE.md)** | Exporting data for neural training |
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Practical guides for using Atomizer features (engineers + Claude Code era).
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### API Reference
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### Current User Guides
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Located in `api/`:
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| Guide | Purpose | Status |
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|-------|---------|--------|
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| **[CANVAS.md](guides/CANVAS.md)** | Visual study builder (AtomizerSpec v2.0) | Active |
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| **[DASHBOARD.md](guides/DASHBOARD.md)** | Dashboard overview and features | Active |
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| **[NEURAL_FEATURES_COMPLETE.md](guides/NEURAL_FEATURES_COMPLETE.md)** | Neural acceleration guide | Active |
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| **[NEURAL_WORKFLOW_TUTORIAL.md](guides/NEURAL_WORKFLOW_TUTORIAL.md)** | Data → Training → Optimization | Active |
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| **[hybrid_mode.md](guides/hybrid_mode.md)** | Hybrid FEA/NN optimization | Active |
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| **[TRAINING_DATA_EXPORT_GUIDE.md](guides/TRAINING_DATA_EXPORT_GUIDE.md)** | Exporting data for neural training | Active |
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---
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## API Reference
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Technical integration documentation for developers and advanced users.
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| Document | Purpose |
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|----------|---------|
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@@ -83,18 +133,43 @@ Located in `api/`:
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| **[GNN_ARCHITECTURE.md](api/GNN_ARCHITECTURE.md)** | Graph Neural Network details |
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| **[NXOPEN_RESOURCES.md](api/NXOPEN_RESOURCES.md)** | NX Open documentation resources |
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### Physics Documentation
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---
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Located in `physics/`:
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## Domain Knowledge
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Physics and engineering domain documentation.
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### Physics Documentation
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| Document | Purpose |
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|----------|---------|
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| **[ZERNIKE_FUNDAMENTALS.md](physics/ZERNIKE_FUNDAMENTALS.md)** | Zernike polynomial basics |
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| **[ZERNIKE_OPD_METHOD.md](physics/ZERNIKE_OPD_METHOD.md)** | OPD method for mirror optimization |
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### Development
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---
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Located in `development/`:
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## Workflows and Operations
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Operational workflows for common tasks.
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### Standard Workflows
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| Document | Purpose |
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|----------|---------|
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| **[CREATE.md](WORKFLOWS/CREATE.md)** | Study creation workflow |
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| **[RUN.md](WORKFLOWS/RUN.md)** | Optimization execution workflow |
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| **[ANALYZE.md](WORKFLOWS/ANALYZE.md)** | Results analysis workflow |
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| **[DELIVER.md](WORKFLOWS/DELIVER.md)** | Deliverable creation workflow |
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| **[VALIDATE.md](WORKFLOWS/VALIDATE.md)** | Validation and verification workflow |
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| **[REPORT.md](WORKFLOWS/REPORT.md)** | Report generation workflow |
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---
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## Development and Architecture
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Technical development documentation.
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### Development Guides
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| Document | Purpose |
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|----------|---------|
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| **[DEVELOPMENT_ROADMAP.md](development/DEVELOPMENT_ROADMAP.md)** | Future plans |
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| **[Philosophy.md](development/Philosophy.md)** | Design philosophy |
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### Diagrams
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Located in `diagrams/`:
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### Architecture Documentation
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| Document | Purpose |
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|----------|---------|
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---
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## Archive
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Historical and review documents preserved for context and CEO review.
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### Archive Structure
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- **[archive/review/](archive/review/)** — Documents flagged for CEO review
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- RALPH_LOOP implementation plans
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- Dashboard implementation iterations
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- Superseded development plans
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- Session summaries and old development notes
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- **[archive/historical/](archive/historical/)** — Historical but valuable documents
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- Original protocol v1 monolithic document
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- Foundational design documents
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- Completed restructuring plans
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### Key Historical Documents
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- **[PROTOCOL_V1_MONOLITHIC.md](archive/historical/PROTOCOL_V1_MONOLITHIC.md)** — Original monolithic protocol (Nov 2025)
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- Various implementation plans and session summaries in review directories
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---
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## Documentation by Task
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### Creating Studies
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### For Agents: Project Execution
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1. **[Agent Workflows](hq/AGENT_WORKFLOWS.md)** — Project lifecycle and handoffs
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2. **[Project Structure](hq/PROJECT_STRUCTURE.md)** — How to organize projects
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3. **[Study Conventions](hq/STUDY_CONVENTIONS.md)** — Technical execution standards
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4. **[KB Conventions](hq/KB_CONVENTIONS.md)** — Knowledge accumulation
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1. **[GETTING_STARTED.md](GETTING_STARTED.md)** - First study tutorial
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2. **[OP_01_CREATE_STUDY.md](protocols/operations/OP_01_CREATE_STUDY.md)** - Detailed creation protocol
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3. **[guides/CANVAS.md](guides/CANVAS.md)** - Visual study builder
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### For Engineers: Creating Studies
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1. **[GETTING_STARTED.md](GETTING_STARTED.md)** — First study tutorial
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2. **[OP_01_CREATE_STUDY.md](protocols/operations/OP_01_CREATE_STUDY.md)** — Detailed creation protocol
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3. **[guides/CANVAS.md](guides/CANVAS.md)** — Visual study builder
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### Running Optimizations
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### For Engineers: Running Optimizations
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1. **[OP_02_RUN_OPTIMIZATION.md](protocols/operations/OP_02_RUN_OPTIMIZATION.md)** — Run protocol
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2. **[SYS_10_IMSO.md](protocols/system/SYS_10_IMSO.md)** — Intelligent optimization
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3. **[SYS_15_METHOD_SELECTOR.md](protocols/system/SYS_15_METHOD_SELECTOR.md)** — Method selection
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1. **[OP_02_RUN_OPTIMIZATION.md](protocols/operations/OP_02_RUN_OPTIMIZATION.md)** - Run protocol
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2. **[SYS_10_IMSO.md](protocols/system/SYS_10_IMSO.md)** - Intelligent optimization
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3. **[SYS_15_METHOD_SELECTOR.md](protocols/system/SYS_15_METHOD_SELECTOR.md)** - Method selection
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### For Engineers: Neural Acceleration
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1. **[guides/NEURAL_FEATURES_COMPLETE.md](guides/NEURAL_FEATURES_COMPLETE.md)** — Overview
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2. **[SYS_14_NEURAL_ACCELERATION.md](protocols/system/SYS_14_NEURAL_ACCELERATION.md)** — Technical spec
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3. **[guides/NEURAL_WORKFLOW_TUTORIAL.md](guides/NEURAL_WORKFLOW_TUTORIAL.md)** — Step-by-step
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### Neural Acceleration
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### For Engineers: Analyzing Results
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1. **[OP_04_ANALYZE_RESULTS.md](protocols/operations/OP_04_ANALYZE_RESULTS.md)** — Analysis protocol
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2. **[SYS_17_STUDY_INSIGHTS.md](protocols/system/SYS_17_STUDY_INSIGHTS.md)** — Physics visualizations
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1. **[guides/NEURAL_FEATURES_COMPLETE.md](guides/NEURAL_FEATURES_COMPLETE.md)** - Overview
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2. **[SYS_14_NEURAL_ACCELERATION.md](protocols/system/SYS_14_NEURAL_ACCELERATION.md)** - Technical spec
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3. **[guides/NEURAL_WORKFLOW_TUTORIAL.md](guides/NEURAL_WORKFLOW_TUTORIAL.md)** - Step-by-step
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### Analyzing Results
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1. **[OP_04_ANALYZE_RESULTS.md](protocols/operations/OP_04_ANALYZE_RESULTS.md)** - Analysis protocol
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2. **[SYS_17_STUDY_INSIGHTS.md](protocols/system/SYS_17_STUDY_INSIGHTS.md)** - Physics visualizations
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### Troubleshooting
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1. **[OP_06_TROUBLESHOOT.md](protocols/operations/OP_06_TROUBLESHOOT.md)** - Troubleshooting guide
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2. **[GETTING_STARTED.md#troubleshooting](GETTING_STARTED.md#troubleshooting)** - Common issues
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### For Everyone: Troubleshooting
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1. **[OP_06_TROUBLESHOOT.md](protocols/operations/OP_06_TROUBLESHOOT.md)** — Troubleshooting guide
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2. **[GETTING_STARTED.md#troubleshooting](GETTING_STARTED.md#troubleshooting)** — Common issues
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---
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@@ -156,6 +251,7 @@ Located in `diagrams/`:
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| **OP_03** | Monitor Progress | Real-time monitoring |
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| **OP_04** | Analyze Results | Results analysis |
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| **OP_06** | Troubleshoot | Debugging issues |
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| **OP_09** | Agent Communication | HQ communication standards |
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| **SYS_10** | IMSO | Intelligent optimization |
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| **SYS_12** | Extractors | Physics extraction library |
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| **SYS_14** | Neural | Neural network acceleration |
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# Activate environment
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conda activate atomizer
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# Run optimization
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# Run optimization (engineers)
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python run_optimization.py --start --trials 50
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# Resume interrupted run
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# Resume interrupted run
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python run_optimization.py --start --resume
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# Start dashboard
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# Neural turbo mode
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python run_nn_optimization.py --turbo --nn-trials 5000
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# KB status check (agents)
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cad_kb.py status projects/[project]/kb
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```
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### Key Extractors
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@@ -194,18 +293,6 @@ Full catalog: [SYS_12_EXTRACTOR_LIBRARY.md](protocols/system/SYS_12_EXTRACTOR_LI
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---
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## Archive
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Historical documents are preserved in `archive/`:
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- `archive/historical/` - Legacy documents, old protocols
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- `archive/marketing/` - Briefings, presentations
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- `archive/session_summaries/` - Past development sessions
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- `archive/plans/` - Superseded plan documents (RALPH_LOOP V2/V3, CANVAS V3, etc.)
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- `archive/PROTOCOL_V1_MONOLITHIC.md` - Original monolithic protocol (Nov 2025)
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---
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## LLM Resources
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For Claude/AI integration:
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@@ -218,5 +305,5 @@ For Claude/AI integration:
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---
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**Last Updated**: 2026-01-24
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**Maintained By**: Antoine / Atomaste
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**Last Updated**: February 9, 2026
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**Maintained By**: Atomizer-HQ Team (Manager, Technical Lead, Secretary) + Antoine
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Reference in New Issue
Block a user