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Restore 36 zeroed source files from reconstruction data
Files restored from extracted_files.tsv and JSON chat sessions: - Core: api.rs, cli.rs, server.rs, lib.rs, console.rs - Engine: mod.rs, llama.rs, mlx.rs - Model: model_registry.rs, templates.rs - Discovery: 18+ module files - Utilities: http_adapter.rs, token_meter.rs, util/diag.rs - Binary: shimmy-discovery-daemon.rs - Frontend: sixty_four_bit.rs
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.cargo/config.toml

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.github/architectural-overview.md

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# Shimmy Console Architectural Deep Dive
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## System Overview
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Shimmy Console is a local AI development platform combining inference server capabilities with agentic tooling and themeable interfaces. Built in Rust with Node.js themes.
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## Layered Architecture
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### Layer 1: Core Inference (Shimmy Base)
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- **Purpose**: Provide fast, local AI inference
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- **Components**:
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- Engine adapters (Llama.cpp primary)
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- Model registry and loading
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- Basic REST API
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- **Tech**: Rust, axum, tokio
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### Layer 2: Console Extension
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- **Purpose**: Add agentic development features
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- **Components**:
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- Tool system (16 pre-built + snap-in)
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- Session management (history, metrics)
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- Discovery/orchestration
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- **Tech**: Rust feature flag
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### Layer 3: Frontend Ecosystem
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- **Purpose**: User interfaces and themes
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- **Components**:
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- Frontend contract (WebSocket protocol)
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- Theme generator (internal)
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- Theme validator (external)
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- 10 pre-made themes + custom
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- **Tech**: React/Vite, WebSocket
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### Layer 4: User Experience
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- **Purpose**: Seamless theme switching with context
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- **Components**:
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- Model chooser
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- Chat interface with streaming
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- Tool integration
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- Metrics dashboard
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- **Tech**: Theme-specific (React, etc.)
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## Data Flow Architecture
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1. **Server Startup**: Shimmy runs on 11435, registers with discovery
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2. **Theme Launch**: CLI starts theme dev server on 8080
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3. **Connection**: Theme WebSocket connects to `/ws/console`
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4. **Initialization**: get_models → select_model
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5. **Interaction**: generate requests → streaming responses + metrics
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6. **Tools**: Agent executes tools via console backend
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7. **Persistence**: Session history in REDB, metrics tracked
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## Strengths
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- **Local First**: No cloud dependency, private
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- **Extensible**: Snap-in tools/themes
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- **Multi-Frontend**: Terminal to web
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- **Tool Parity**: Matches commercial AI assistants
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- **Themeable**: Full customization
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## Current State Assessment
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We're very close to a working system. The core plumbing (WebSocket, streaming, tools) is solid. The theme system with contract is well-designed. Metrics integration is partially implemented.
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## Improvement Ideas (For Future Iteration)
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1. **Unified State Management**: Add a central state store (e.g., Redux-like) across themes for seamless context switching.
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2. **Enhanced Metrics**: Expand ShimmyMetrics to include tool usage, session duration, error rates.
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3. **Tool Orchestration**: Add workflow engine for chaining tools (e.g., "analyze code then git commit").
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4. **Theme Hot-Reload**: Auto-reload themes on changes during dev.
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5. **Security Hardening**: Sandbox tool execution, validate theme code.
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6. **Performance**: Optimize WebSocket for low-latency streaming, add compression.
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7. **Testing**: Comprehensive integration tests for theme contract compliance.
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8. **Documentation**: Auto-generate API docs from contract.
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9. **Plugin System**: Formalize snap-in architecture with manifests.
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10. **AI Awareness**: Enhance context passing (file system awareness, project structure).
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## Why We're Close
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- Infrastructure is solid (Rust async, WebSocket streaming).
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- Contract provides clean separation.
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- Tools are functional.
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- Themes can be generated/validated.
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## Next Steps (Post-Shakedown)
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1. Fix any remaining theme integration bugs.
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2. Add missing metrics fields.
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3. Polish tool UX.
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4. Launch with shimmy-default theme.
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5. Expand theme ecosystem.
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The architecture is sound—focus on execution and polish.
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# Shimmy Console Reconstruction Inventory
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## Overview
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Based on systematic analysis of the complete chat logs, the shimmy console was a comprehensive system that included CLI-based agentic development, multiple frontends (TUI, 64-bit GUI, web themes), WebSocket communication, model chooser, session history, tools system, and theme validation. The codebase suffered catastrophic data loss during recovery, with most Rust files zeroed out.
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## Zeroed Files Inventory (Need Complete Recreation)
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### Core Infrastructure
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- `src/cli.rs` - Command line interface for shimmy console
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- `src/server.rs` - Main server implementation with WebSocket support
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- `src/api.rs` - REST API endpoints
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- `src/api/token_endpoints.rs` - Token management endpoints
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- `src/api_errors.rs` - API error handling
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### Discovery Service (Modular Architecture)
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- `src/discovery/mod.rs` - Main discovery module
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- `src/discovery/auto_register.rs` - Automatic service registration
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- `src/discovery/frontend.rs` - Frontend discovery integration
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- `src/discovery/handlers.rs` - Discovery request handlers
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- `src/discovery/http.rs` - HTTP discovery implementation
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- `src/discovery/integration_tests.rs` - Integration tests
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- `src/discovery/ipc.rs` - IPC discovery implementation
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- `src/discovery/ipc_comprehensive_tests.rs` - IPC tests
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- `src/discovery/leader.rs` - Leader election for discovery
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- `src/discovery/leader_comprehensive_tests.rs` - Leader tests
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- `src/discovery/migration.rs` - Migration utilities
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- `src/discovery/performance_tests.rs` - Performance tests
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- `src/discovery/protocol.rs` - Discovery protocol
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- `src/discovery/resource_benchmark_tests.rs` - Benchmark tests
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- `src/discovery/security_tests.rs` - Security tests
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- `src/discovery/service.rs` - Core discovery service
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- `src/discovery/unified.rs` - Unified discovery interface
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- `src/discovery_invariants_only.rs` - Invariants-only version
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- `src/discovery_old_backup.rs` - Backup of old implementation
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### Engine & Model Management
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- `src/engine/adapter.rs` - Model adapter interface
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- `src/engine/huggingface.rs` - HuggingFace integration
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- `src/engine/llama.rs` - Llama.cpp integration
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- `src/engine/mlx.rs` - MLX integration
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- `src/engine/mod.rs` - Engine module
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- `src/model_manager.rs` - Model lifecycle management
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- `src/model_registry.rs` - Model registration system
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### Orchestrator & Lifecycle
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- `src/orchestrator/discovery_watcher.rs` - Discovery monitoring
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- `src/orchestrator/license.rs` - License management
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- `src/orchestrator/lifecycle.rs` - Service lifecycle
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- `src/orchestrator/supervisor.rs` - Process supervision
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- `src/orchestrator/verification.rs` - System verification
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### Frontend Implementations
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- `src/frontend/64bit/aga_app.rs` - 64-bit GUI application
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- `src/frontend/64bit/websocket_client.rs` - WebSocket client for GUI
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- `src/frontend/cyberpunk.rs` - Cyberpunk theme implementation
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### Supporting Infrastructure
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- `src/cache/response_cache.rs` - Response caching
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- `src/dispatcher.rs` - Request dispatching
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- `src/http_adapter.rs` - HTTP protocol adapter
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- `src/invariant_ppt.rs` - Invariant checking
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- `src/main_integration.rs` - Integration test main
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- `src/metrics.rs` - Metrics collection
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- `src/observability/mod.rs` - Observability framework
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- `src/openai_compat.rs` - OpenAI compatibility layer
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- `src/port_manager.rs` - Port allocation management
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- `src/preloading.rs` - Model preloading
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- `src/rustchain_compat.rs` - Rustchain compatibility
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- `src/safetensors_adapter.rs` - SafeTensors integration
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- `src/test_utils.rs` - Testing utilities
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- `src/token_meter.rs` - Token usage metering
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- `src/tools.rs` - Tool system implementation
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### Binary Entry Points
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- `src/bin/shimmy.rs` - Main shimmy binary
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- `src/bin/create_realistic_safetensors.rs` - SafeTensors creation utility
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- `src/bin/create_test_safetensors.rs` - Test SafeTensors creation
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## Key Features Implemented (From Chat Logs)
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### 1. WebSocket Communication
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- Primary communication mechanism for real-time chat
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- Metrics streaming endpoint (`/ws/metrics`)
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- Model selection and chat handling
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- Session management
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### 2. Frontend Contract
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- Standardized interface for themes
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- Model chooser functionality
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- Session history storage (REDB planned)
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- Theme validation system
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### 3. Discovery Service
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- IPC-based service discovery
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- HTTP fallback discovery
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- Automatic service registration
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- Leader election for multi-instance setups
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### 4. Tools System
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- 16 pre-made tools for Claude Code parity
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- Snap-in custom tools
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- Tool approval and execution framework
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### 5. Theme System
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- 10 pre-made themes
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- Custom theme support via frontend contract
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- Theme validation and testing
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- Plug-and-play theme loading
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### 6. Multi-Frontend Support
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- TUI (Terminal User Interface)
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- 64-bit native GUI (AGA/Amiga style)
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- Web-based themes
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- Unified communication layer
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## Reconstruction Priority
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### Phase 1: Core Infrastructure
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1. `src/cli.rs` - Basic CLI functionality
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2. `src/server.rs` - WebSocket server
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3. `src/api.rs` - Basic API endpoints
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4. `src/discovery/mod.rs` - Service discovery
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### Phase 2: Communication Layer
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1. WebSocket handlers and protocols
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2. Frontend contract implementation
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3. Model chooser functionality
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4. Session management
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### Phase 3: Advanced Features
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1. Tools system (16 tools)
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2. Theme validation
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3. Multi-frontend integration
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4. Performance optimization
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## Recovery Strategy
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1. **Systematic Log Analysis**: Go through chat logs chronologically, extracting code snippets and implementation details
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2. **File-by-File Recreation**: Start with core files, using log context to recreate functionality
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3. **Integration Testing**: Test each component as it's recreated
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4. **Feature Validation**: Ensure console features work end-to-end
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## Current Status
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- ✅ Complete chat log recovery (17 sessions, ~1GB of data)
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- ✅ Zeroed file inventory complete
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- ✅ Feature requirements mapped
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- 🔄 Starting systematic recreation from chat logs</content>
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<parameter name="filePath">c:\Users\micha\repos\shimmy\CONSOLE_RECONSTRUCTION_INVENTORY.md

CONSOLE_RECOVERY_CHECKLIST.md

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# CONSOLE FEATURE RECOVERY CHECKLIST
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## Zeroed Console Files (23 files requiring recovery)
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### Core Infrastructure
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- [ ] `console/src/lib.rs` - Main library entry point
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- [ ] `console/src/config.rs` - Configuration management
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### WebSocket Layer
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- [ ] `console/src/websocket/mod.rs` - WebSocket module
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### License System
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- [ ] `console/src/license/client.rs` - License client implementation
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### Tools System (13 files)
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- [ ] `console/src/tools/mod.rs` - Tools module
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- [ ] `console/src/tools/analysis.rs` - Code analysis tool
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- [ ] `console/src/tools/analysis_tests.rs` - Analysis tool tests
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- [ ] `console/src/tools/command.rs` - Command execution tool
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- [ ] `console/src/tools/command_git_tests.rs` - Git command tests
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- [ ] `console/src/tools/docs_tests.rs` - Documentation tests
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- [ ] `console/src/tools/file_ops.rs` - File operations tool
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- [ ] `console/src/tools/image.rs` - Image processing tool
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- [ ] `console/src/tools/system.rs` - System operations tool
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### Commands (5 files)
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- [ ] `console/src/commands/analyze.rs` - Analyze command
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- [ ] `console/src/commands/chat.rs` - Chat command
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- [ ] `console/src/commands/edit.rs` - Edit command
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- [ ] `console/src/commands/sessions.rs` - Session management command
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### Adapters
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- [ ] `console/src/adapters/ws_adapter.rs` - WebSocket adapter
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### Tests (4 files)
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- [ ] `console/tests/integration_tests.rs` - Integration tests
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- [ ] `console/tests/model_helpers.rs` - Model helper tests
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- [ ] `console/tests/websocket_chat_tests.rs` - WebSocket chat tests
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- [ ] `console/src/bin/system_test.rs` - System test binary
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## Recovery Sources
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- Primary: `reconstruction-dossiers/chatSessions_hits.txt` (59M file with recovered content)
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- Secondary: `SHIMMY_CHAT_LOGS_COMPLETE.md` (243K consolidated logs)
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- Tertiary: Other branches/git history for inference
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## Recovery Strategy
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1. Search recovery data for complete file content (prefer heredoc blocks `<< 'EOF'`...`EOF`)
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2. Extract and restore complete file
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3. Mark checkbox only when full content recovered from known source
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4. For missing files: use inference from other branches or partial reconstructions
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## Progress Tracking
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- Files recovered: 0/23
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- Files requiring inference: TBD
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- Last updated: $(date)</content>
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<parameter name="filePath">c:\Users\micha\repos\shimmy\CONSOLE_RECOVERY_CHECKLIST.md

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