Read-only system diagnostics dashboard with AI-powered explanations
Project description
Device Doctor - Phase-1 Read-Only Diagnostic Agent
A local, read-only diagnostic agent that analyzes system health and provides clear explanations and safe recommendations.
Features
- Read-Only Operations: Never modifies system state
- Safe Diagnostics: Only executes allowlisted commands
- Clear Explanations: AI-powered explanations in plain English
- Safe Recommendations: Manual actions only, no automated fixes
- Comprehensive Reporting: Health scores, issues, and telemetry
Installation
- Install dependencies:
pip install -r requirements.txt
Usage
Command Line Interface
Run the diagnostic agent:
python doctor/main.py
Web Dashboard
Start the API server:
python api_server.py
Then open your browser to:
http://localhost:8000
The dashboard provides a visual interface with:
- Real-time health score visualization
- CPU, Memory, and Disk usage charts
- Symptom detection display
- AI-powered issue explanations and recommendations
Architecture
device-doctor/
├── doctor/
│ ├── main.py # Entry point
│ ├── core/ # Core functionality
│ │ ├── os_detect.py # OS detection
│ │ ├── command_runner.py # Safe command execution
│ │ └── telemetry.py # System metrics collection
│ ├── diagnostics/ # Diagnostic engine
│ │ ├── symptoms.py # Symptom abstraction
│ │ ├── rules.py # Diagnostic rules
│ │ └── analyzer.py # Analysis orchestration
│ ├── ai/ # AI explanation layer
│ │ ├── prompt.py # Prompt builder
│ │ ├── schema.py # Response schema
│ │ └── explainer.py # AI explainer
│ ├── report/ # Report generation
│ │ ├── formatter.py # Report formatting
│ │ └── health_score.py # Health score calculation
│ └── security/ # Security controls
│ └── allowlist.py # Command allowlist
Security Model
- All commands must be in the allowlist
- No user input modifies commands
- All executions are logged
- Output is sanitized
- Read-only operations only
Constraints
- No destructive commands
- No write operations to OS
- No sudo, rm, kill, registry edits, or driver changes
- No background services
- No auto-fixes
- AI explains only, never acts
Phase-1 Status
This is Phase-1 of Device Doctor. It provides:
- System telemetry collection
- Symptom detection
- Rule-based diagnostics
- AI-powered explanations
- Human-readable reports
Phase-2 will add auto-fix capabilities (not implemented in Phase-1).
Project details
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