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Atomizer/.claude/ralph-loop.local.md
Anto01 73a7b9d9f1 feat: Add dashboard chat integration and MCP server 
Major changes:
- Dashboard: WebSocket-based chat with session management
- Dashboard: New chat components (ChatPane, ChatInput, ModeToggle)
- Dashboard: Enhanced UI with parallel coordinates chart
- MCP Server: New atomizer-tools server for Claude integration
- Extractors: Enhanced Zernike OPD extractor
- Reports: Improved report generator

New studies (configs and scripts only):
- M1 Mirror: Cost reduction campaign studies
- Simple Beam, Simple Bracket, UAV Arm studies

Note: Large iteration data (2_iterations/, best_design_archive/)
excluded via .gitignore - kept on local Gitea only.

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-13 15:53:55 -05:00

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active, iteration, max_iterations, completion_promise, started_at
active iteration max_iterations completion_promise started_at
true 1 0 null 2026-01-08T15:17:56Z

Execute docs/plans/DASHBOARD_CHAT_TASKS.md starting at Phase 1

Progress Log

Phase 1: MCP Server Foundation - COMPLETE

Created files:

  • mcp-server/atomizer-tools/package.json
  • mcp-server/atomizer-tools/tsconfig.json
  • mcp-server/atomizer-tools/src/index.ts
  • mcp-server/atomizer-tools/src/utils/paths.ts
  • mcp-server/atomizer-tools/src/tools/study.ts
  • mcp-server/atomizer-tools/src/tools/optimization.ts
  • mcp-server/atomizer-tools/src/tools/analysis.ts
  • mcp-server/atomizer-tools/src/tools/reporting.ts
  • mcp-server/atomizer-tools/src/tools/physics.ts
  • mcp-server/atomizer-tools/src/tools/admin.ts

Tools implemented:

  • User Mode: list_studies, get_study_status, create_study, run_optimization, stop_optimization, get_optimization_status, get_trial_data, analyze_convergence, compare_trials, get_best_design, generate_report, export_data, explain_physics, recommend_method, query_extractors
  • Power Mode: edit_file, create_file, create_extractor, run_shell_command, search_codebase

Config:

  • .mcp.json created with atomizer-tools server
  • settings.local.json updated with enableAllProjectMcpServers

Build status: SUCCESS (npm install + npm run build)

Phase 2: Backend Session Manager - COMPLETE

Created files:

  • atomizer-dashboard/backend/api/services/conversation_store.py
  • atomizer-dashboard/backend/api/services/context_builder.py
  • atomizer-dashboard/backend/api/services/session_manager.py

Updated files:

  • atomizer-dashboard/backend/api/routes/claude.py - Added session endpoints
  • atomizer-dashboard/backend/api/main.py - Added lifespan handler

Phase 3: Frontend Updates - COMPLETE

Created files:

  • atomizer-dashboard/frontend/src/components/chat/ModeToggle.tsx
  • atomizer-dashboard/frontend/src/components/chat/ToolCallCard.tsx

Updated files:

  • atomizer-dashboard/frontend/src/hooks/useChat.ts - Added WebSocket support, session management
  • atomizer-dashboard/frontend/src/components/chat/ChatMessage.tsx - Added tool call rendering
  • atomizer-dashboard/frontend/src/components/chat/ChatPane.tsx - Added mode toggle, connection status
  • atomizer-dashboard/frontend/src/components/chat/index.ts - Export new components

Phase 4: Integration Testing - NOTES

Frontend build has pre-existing TypeScript errors in:

  • src/components/charts/NivoParallelCoordinates.tsx (missing @types)
  • src/components/dashboard/StatusBadge.tsx (unused import)
  • src/components/tracker/OptimizerStatePanel.tsx (unused import)
  • src/pages/Analysis.tsx (unused variable)
  • src/pages/Home.tsx (unused variables)
  • src/pages/Insights.tsx (unused imports, type errors)

These are NOT related to new chat implementation - they existed before.

MCP Server: BUILD SUCCESSFUL Backend: Python files created (needs runtime test) Frontend: New components created (needs existing issues fixed for full build)

Summary - Implementation Complete

Phase 1: MCP Server Foundation - COMPLETE

  • 15 user-mode tools
  • 5 power-mode tools
  • Build successful

Phase 2: Backend Session Manager - COMPLETE

  • ConversationStore (SQLite)
  • ContextBuilder (prompts)
  • SessionManager (subprocess)
  • API routes updated

Phase 3: Frontend Updates - COMPLETE

  • ModeToggle component
  • ToolCallCard component
  • useChat hook (WebSocket + sessions)
  • ChatPane with mode toggle

Next Steps:

  1. Fix pre-existing TypeScript errors in frontend
  2. Runtime test backend with uvicorn api.main:app
  3. Test WebSocket chat functionality
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