Atomizer/docs/guides/DASHBOARD_IMPLEMENTATION_STATUS.md

Dashboard Implementation Status

Last Updated: January 16, 2026 Version: 3.0

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Overview

The Atomizer Dashboard V2 is now feature-complete with the Canvas Builder. This document tracks implementation status across all major features.

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Phase Summary

Phase	Name	Status	Notes
0	MCP Chat Foundation	COMPLETE	Claude API integration, session management
1	Canvas with React Flow	COMPLETE	8 node types, validation, serialization
2	LLM Intelligence Layer	COMPLETE	Canvas chat hook, MCP canvas tools
3	Bidirectional Sync	COMPLETE	Session persistence, context builder
4	Templates & Polish	COMPLETE	Template selector, config importer
5	Tauri Desktop	PLANNED	Future phase

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Phase 0: MCP Chat Foundation - COMPLETE

Backend Services

Component	File	Lines	Status
Claude Agent	backend/api/services/claude_agent.py	722	COMPLETE
CLI Agent	backend/api/services/claude_cli_agent.py	202	COMPLETE
Conversation Store	backend/api/services/conversation_store.py	295	COMPLETE
Session Manager	backend/api/services/session_manager.py	425	COMPLETE
Context Builder	backend/api/services/context_builder.py	246	COMPLETE

MCP Server

Tool	Description	Status
list_studies	List all studies	COMPLETE
get_study_status	Study details	COMPLETE
create_study	Create from description	COMPLETE
run_optimization	Start optimization	COMPLETE
stop_optimization	Stop optimization	COMPLETE
get_trial_data	Query trials	COMPLETE
analyze_convergence	Convergence metrics	COMPLETE
compare_trials	Side-by-side comparison	COMPLETE
get_best_design	Best design details	COMPLETE
generate_report	Markdown reports	COMPLETE
export_data	CSV/JSON export	COMPLETE
explain_physics	FEA concepts	COMPLETE
recommend_method	Algorithm recommendation	COMPLETE
query_extractors	Extractor list	COMPLETE

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Phase 1: Canvas with React Flow - COMPLETE

Core Components

Component	Location	Status
Schema	frontend/src/lib/canvas/schema.ts	COMPLETE
Intent Serializer	frontend/src/lib/canvas/intent.ts	COMPLETE
Validation	frontend/src/lib/canvas/validation.ts	COMPLETE
Templates	frontend/src/lib/canvas/templates.ts	COMPLETE
Canvas Store	frontend/src/hooks/useCanvasStore.ts	COMPLETE
Main Canvas	frontend/src/components/canvas/AtomizerCanvas.tsx	COMPLETE

Node Types (8)

Node	Icon	Color	Status
Model	Cube	Blue	COMPLETE
Solver	Cpu	Violet	COMPLETE
Design Variable	SlidersHorizontal	Emerald	COMPLETE
Extractor	FlaskConical	Cyan	COMPLETE
Objective	Target	Rose	COMPLETE
Constraint	ShieldAlert	Amber	COMPLETE
Algorithm	BrainCircuit	Indigo	COMPLETE
Surrogate	Rocket	Pink	COMPLETE

Panels

Panel	Purpose	Status
NodeConfigPanel	Configure selected node	COMPLETE
ValidationPanel	Display validation errors	COMPLETE
ExecuteDialog	Confirm study creation	COMPLETE
ChatPanel	Claude chat sidebar	COMPLETE
ConfigImporter	Load from study/JSON	COMPLETE
TemplateSelector	Choose workflow template	COMPLETE

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Phase 2: LLM Intelligence Layer - COMPLETE

Canvas MCP Tools

Tool	Purpose	Status
validate_canvas_intent	Validate graph before execution	COMPLETE
execute_canvas_intent	Create study + optionally run	COMPLETE
interpret_canvas_intent	Get recommendations	COMPLETE

Canvas Chat Hook

Hook	File	Status
useCanvasChat	frontend/src/hooks/useCanvasChat.ts	COMPLETE

Features:

• processWithClaude(intent) - Full processing with study creation
• validateWithClaude(intent) - Validation only
• analyzeWithClaude(intent) - Get recommendations

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Phase 3: Bidirectional Sync - COMPLETE

Feature	Status
Session persistence (SQLite)	COMPLETE
Context builder	COMPLETE
Canvas to Chat bridge	COMPLETE
Study context loading	COMPLETE

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Phase 4: Templates & Polish - COMPLETE

Templates

Template	Description	Complexity
Mass Minimization	Single-objective mass reduction	Simple
Multi-Objective	Mass + displacement Pareto	Medium
Turbo Mode	Neural-accelerated	Advanced
Mirror WFE	Zernike optimization	Advanced
Frequency Target	Modal analysis	Medium

UI Features

Feature	Status
Lucide icons (no emojis)	COMPLETE
Dark theme (Atomaster)	COMPLETE
Responsive layout	COMPLETE
Full-screen canvas	COMPLETE
Floating action buttons	COMPLETE

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Canvas V3 Upgrade - COMPLETE

All Canvas V2 and V3 features have been implemented:

Feature	Status
Professional Lucide icons	COMPLETE
Responsive full-screen layout	COMPLETE
Auto-load from optimization_config.json	COMPLETE
NX model introspection endpoint	COMPLETE
Expression search dropdown	COMPLETE
"Process with Claude" button	COMPLETE
MCP canvas tools	COMPLETE
Backend study list endpoint	COMPLETE
File browser for model selection	COMPLETE
Introspection panel (expressions, extractors)	COMPLETE
Claude WebSocket fixes	COMPLETE
Health check endpoint	COMPLETE

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File Inventory

MCP Server (mcp-server/atomizer-tools/)

src/
├── index.ts           # Server entry (imports canvasTools)
├── tools/
│   ├── study.ts       # Study management
│   ├── optimization.ts # Optimization control
│   ├── analysis.ts    # Analysis tools
│   ├── reporting.ts   # Report generation
│   ├── physics.ts     # Physics explanations
│   ├── canvas.ts      # Canvas intent tools
│   └── admin.ts       # Power mode tools
└── utils/
    └── paths.ts       # Path utilities

Backend Services (atomizer-dashboard/backend/api/services/)

__init__.py
claude_agent.py         # Full Claude API integration (722 lines)
claude_cli_agent.py     # CLI-based agent (202 lines)
conversation_store.py   # SQLite persistence (295 lines)
session_manager.py      # Session lifecycle (425 lines)
context_builder.py      # Context assembly (246 lines)
nx_introspection.py     # NX model introspection (NEW)

Backend Routes (atomizer-dashboard/backend/api/routes/)

__init__.py
terminal.py             # Claude WebSocket endpoint
optimization.py         # Optimization API
studies.py              # Study configuration
files.py                # File browser API (NEW)
nx.py                   # NX introspection API (NEW)

Frontend Canvas (atomizer-dashboard/frontend/src/components/canvas/)

AtomizerCanvas.tsx      # Main canvas component
nodes/
├── index.ts            # Node type registry
├── BaseNode.tsx        # Base with multiple handles
├── ModelNode.tsx
├── SolverNode.tsx
├── DesignVarNode.tsx
├── ExtractorNode.tsx
├── ObjectiveNode.tsx
├── ConstraintNode.tsx
├── AlgorithmNode.tsx
└── SurrogateNode.tsx
panels/
├── NodeConfigPanel.tsx     # Node configuration sidebar
├── ValidationPanel.tsx     # Validation toast display
├── ExecuteDialog.tsx       # Execute confirmation modal
├── ChatPanel.tsx           # Claude chat sidebar
├── ConfigImporter.tsx      # Study import dialog
├── TemplateSelector.tsx    # Workflow template chooser
├── FileBrowser.tsx         # File picker for model selection (NEW)
├── IntrospectionPanel.tsx  # Model introspection results (NEW)
└── ExpressionSelector.tsx  # Expression search dropdown (NEW)
palette/
└── NodePalette.tsx

Canvas Library (atomizer-dashboard/frontend/src/lib/canvas/)

schema.ts      # Type definitions
intent.ts      # Serialization (174 lines)
validation.ts  # Graph validation
templates.ts   # Workflow templates
index.ts       # Exports

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Testing Checklist

Build Verification

# Build MCP server
cd mcp-server/atomizer-tools
npm run build
# Expected: Compiles without errors

# Build frontend
cd atomizer-dashboard/frontend
npm run build
# Expected: Compiles without errors

Functional Testing

• Navigate to /canvas
• Drag nodes from palette
• Connect nodes with edges
• Configure node properties
• Click "Validate"
• Click "Process with Claude"
• Chat panel responds
• Import from existing study
• Select workflow template
• Expression dropdown works

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References

• Canvas Documentation - Full Canvas Builder guide
• Dashboard Overview - Main dashboard documentation
• RALPH_LOOP_CANVAS_V2 - V2 upgrade prompt

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Implementation completed via autonomous Claude Code sessions.