| name | one-screen-mission-control |
| description | Single-screen operations control center providing real-time farm status, alerts, and actionable intelligence. Use when the user asks about one screen mission control. |
One Screen Mission Control
Single-screen operations control center providing real-time farm status, alerts, and actionable intelligence.
Purpose
Create a centralized dashboard that displays all critical farm operations information on a single screen. Monitor equipment status, field conditions, weather, tasks, and alerts in real-time without switching between multiple applications or proprietary systems. Make informed decisions quickly with all relevant data visible at once.
Problem Solved
Farmers operate with fragmented information spread across multiple sources:
- Equipment manufacturer apps (JD Operations Center, Case AFS, etc.)
- Weather apps and websites
- Spreadsheets for planning and tracking
- Paper notes and notebooks
- Text messages and phone calls from workers
- Email from suppliers and buyers
- Multiple software subscriptions requiring separate logins
This fragmentation causes:
- Constant context switching during busy seasons
- Missed alerts or important information
- Difficulty seeing the "big picture"
- Time wasted checking multiple systems
- Inability to respond quickly to changing conditions
- Lack of coordinated decision-making
One Screen Mission Control consolidates all critical information into a single, customizable dashboard.
Capabilities
- Real-Time Dashboard: Live updates of all farm operations
- Equipment Status: Track equipment location, status, and hours
- Weather Monitoring: Current conditions, forecasts, and alerts
- Field Conditions: Soil moisture, field readiness, crop status
- Task Management: Pending tasks, schedules, and deadlines
- Alert System: Priority alerts for equipment issues, weather, tasks
- Inventory Tracking: Input levels, reorder alerts
- Financial Summary: Daily costs, revenue, cash position
- Communication Hub: Messages, notes, and action items
- Map View: Field locations, equipment positions, weather radar
- Quick Actions: One-click access to common operations
- KPI Display: Key performance metrics and trends
- Calendar Integration: Upcoming events, deadlines, appointments
- Photo Feed: Recent field photos and observations
- Customizable Layout: Arrange dashboard to match your priorities
Instructions
Usage by AI Agent
-
Configure Dashboard Layout
- Select dashboard zones based on priorities
- Choose what information displays in each zone
- Set update intervals for each data type
- Configure alert thresholds and priorities
- Customize colors, fonts, and display options
-
Connect Data Sources
- Link to field history database
- Import weather data from API
- Connect to equipment tracking systems (if available)
- Link to inventory management
- Integrate financial tracking
- Connect communication systems
-
Set Up Alerts
- Configure equipment alerts (maintenance due, breakdowns)
- Set weather alerts (frost, storms, heat stress)
- Create task deadline reminders
- Set inventory reorder alerts
- Configure financial threshold warnings
-
Define Quick Actions
- Configure buttons for common operations
- Link actions to specific tools or scripts
- Set up voice commands for hands-free control
- Create keyboard shortcuts
-
Monitor Operations
- Display dashboard on primary monitor or dedicated screen
- Monitor alerts and respond to urgent items
- Review KPIs and trends regularly
- Check upcoming tasks and schedule
- Review equipment status before operations
-
Take Action
- Use quick actions to initiate operations
- Respond to alerts with appropriate actions
- Update task status as work is completed
- Record observations and notes
- Adjust schedules based on conditions
-
Optimize Dashboard
- Review what information is most useful
- Adjust layout based on season and priorities
- Fine-tune alert thresholds to reduce noise
- Add or remove data sources as needed
Dashboard Zones
Zone 1: Critical Alerts
Display highest-priority items requiring immediate attention:
- Equipment breakdowns or warnings
- Severe weather alerts (frost, storms, extreme heat)
- Time-sensitive tasks (pesticide application windows)
- Inventory shortages (out of critical inputs)
- Financial alerts (cash flow issues)
Zone 2: Equipment Status
Show all equipment with current status:
- Operating, idle, maintenance required, out of service
- Current location (if GPS available)
- Hours today and total hours
- Fuel level
- Next scheduled maintenance
Zone 3: Weather Conditions
Current and forecast weather:
- Current temperature, humidity, wind
- Radar view (rain, storms)
- 24-hour forecast
- 7-day outlook
- Growing degree days
- Frost alerts
Zone 4: Field Conditions
Status of all fields:
- Field readiness (plantable, harvestable, wet, dry)
- Current operation in progress
- Crop growth stage
- Soil moisture levels
- Pest/disease pressure alerts
Zone 5: Task Schedule
Upcoming tasks and deadlines:
- Today's tasks with time and priority
- This week's tasks
- Overdue tasks
- Tasks due within 3 days
- Upcoming deadlines
Zone 6: Inventory Levels
Critical input levels:
- Fuel levels (on-farm storage, equipment tanks)
- Fertilizer/chemical supplies
- Seed inventory
- Parts and supplies
- Reorder alerts
Zone 7: Financial Summary
Daily financial status:
- Today's expenses
- Today's revenue
- Cash position
- Budget vs. actual
- Accounts payable/receivable
Zone 8: Map View
Geographic view of operations:
- Field boundaries
- Equipment positions
- Weather overlay (precipitation, temperature)
- Field conditions by location
- Operation progress visualization
Zone 9: KPI Display
Key performance indicators:
- Acres planted today
- Yield to date (harvest season)
- Average yield vs. target
- Input efficiency (cost per acre, cost per bushel)
- Equipment utilization (hours per acre)
- Budget performance
Zone 10: Communication Hub
Recent messages and notes:
- Text messages from workers
- Notes from field observations
- Supplier communications
- Buyer inquiries
- Action items
Quick Actions
Configure single-click actions for common operations:
Equipment Actions:
- Start equipment checklist
- Log maintenance performed
- Request equipment repair
- Schedule preventive maintenance
Field Actions:
- Mark field as planted/harvested
- Log field observation
- Schedule field operation
- Check field readiness
Communication Actions:
- Send message to worker
- Call supplier
- Contact buyer
- Send weather alert to workers
Data Actions:
- Generate daily report
- Export today's data
- Sync all data sources
- Run analysis
Planning Actions:
- Create new task
- Schedule equipment usage
- Plan next week's operations
- Update inventory order
Alert Configuration
Set up alert rules for different conditions:
Equipment Alerts
- Maintenance Due: Alert 50 hours before scheduled maintenance
- Low Fuel: Alert when fuel below 25%
- Breakdown: Immediate alert on equipment malfunction
- Idle Warning: Alert if equipment idle > 2 hours
Weather Alerts
- Frost: Alert when forecast low < 32°F for crops at risk
- Storm: Alert for severe weather within 24 hours
- Heat Stress: Alert when forecast high > 95°F
- Spray Window: Alert when conditions ideal for pesticide application (no rain, moderate wind)
Task Alerts
- Overdue: Alert on tasks past due date
- Due Today: Alert morning of due date
- Due Soon: Alert 2 days before due date
Inventory Alerts
- Low Stock: Alert when below reorder point
- Critical: Alert when below minimum usable level
- Overstock: Alert for items with excess inventory
Financial Alerts
- Budget Warning: Alert when spending > 80% of budget
- Cash Low: Alert when cash below threshold
- Overdue Invoice: Alert for unpaid invoices past 30 days
Display Options
Layout Modes
Full Dashboard: All zones visible on large screen (24"+ monitor)
Compact Dashboard: Essential zones only (critical alerts, equipment, weather, tasks)
Mobile View: Scrollable layout optimized for tablets
Split Screen: Dashboard plus tool or application in split view
Themes
Light Theme: High contrast for daylight viewing
Dark Theme: Reduced eye strain for long operations
High Contrast: Maximum visibility for outdoor use
Color Coding
Use consistent colors across all zones:
- Green: Good, on track, normal
- Yellow: Warning, attention needed
- Red: Critical, immediate action required
- Blue: Informational
- Gray: Inactive or not applicable
Integration Points
Field History Intelligence
- Display field status and conditions
- Show historical data for comparison
- Link to detailed analysis tools
Local Market Connector
- Show buyer requests and orders
- Display market price alerts
- Quick actions for buyer communication
Grant Money Finder
- Show upcoming grant deadlines
- Display application status
- Alert to missing deadlines
Invisible Data Logger
- Display recent sensor readings
- Show data collection status
- Alert to sensor issues
Equipment Systems
- JD Operations Center (if available)
- Case IH AFS (if available)
- AGCO Fuse (if available)
- Generic equipment data (no proprietary integration required)
Tools
- Python 3.8+ for dashboard application
- Flask/Dash/Streamlit for web-based dashboard
- SQLite for local data storage
- Requests for API connections (weather, etc.)
- WebSockets for real-time updates
- PyQt/Tkinter for desktop application (alternative to web)
- Plotly/Matplotlib for charts and visualizations
- Leaflet/Mapbox for map display
- Schedule/APScheduler for task scheduling
Environment Variables
DASHBOARD_HOST=0.0.0.0
DASHBOARD_PORT=8080
DASHBOARD_THEME=light
REFRESH_INTERVAL=30
FIELD_HISTORY_DB=/opt/field-history/field-data.db
WEATHER_API_KEY=
WEATHER_SOURCE=noaa
BUYER_DB=/opt/local-market/buyers.db
ALERT_SOUND_ENABLED=true
ALERT_EMAIL_ENABLED=false
ALERT_SMS_ENABLED=false
ALERT_EMAIL=
ALERT_SMS=
JD_OPS_CENTER_ENABLED=false
JD_API_KEY=
JD_API_SECRET=
CASE_AFS_ENABLED=false
AGCO_FUSE_ENABLED=false
MAP_STYLE=satellite
MAP_CENTER_LAT=41.8781
MAP_CENTER_LON=-87.6298
MAP_ZOOM=12
LOG_LEVEL=info
LOG_FILE=/var/log/one-screen-mission-control.log
QUICK_ACTIONS_CONFIG=/opt/one-screen/actions.json
BACKUP_ENABLED=true
BACKUP_PATH=/opt/one-screen/backups
Dashboard Configuration File
{
"layout": "full",
"zones": [
{
"id": "alerts",
"title": "Critical Alerts",
"position": "top-left",
"size": "medium",
"refresh_interval": 5,
"enabled": true
},
{
"id": "equipment",
"title": "Equipment Status",
"position": "top-center",
"size": "large",
"refresh_interval": 30,
"enabled":
Examples
See examples/ directory for:
- Setting up dashboard layout
- Configuring alerts
- Integrating data sources
- Creating custom zones
- Mobile dashboard setup
References
Dashboard Frameworks
- Streamlit: Python framework for dashboards
- Dash: Plotly's Python framework
- Panel: Data apps with minimal code
- Grafana: Open-source analytics platform
Integration Guides
See references/integration.md for:
- Equipment system integration
- Weather API setup
- Custom data source connections
Troubleshooting
Dashboard Not Updating
Check:
- Are data sources accessible?
- Is refresh interval too long?
- Are API credentials valid?
- Are there network connectivity issues?
Solutions:
- Check connection to data sources
- Verify API keys and credentials
- Reduce refresh interval for faster updates
- Check application logs for errors
Alerts Not Triggering
Check:
- Are alert thresholds configured correctly?
- Is alert system enabled?
- Are notification methods working?
Solutions:
- Verify alert rules and thresholds
- Check notification settings
- Test alert system manually
- Review logs for errors
Slow Performance
Check:
- Are too many zones enabled?
- Are refresh intervals too frequent?
- Is database indexed properly?
Solutions:
- Disable non-essential zones
- Increase refresh intervals
- Add database indexes
- Optimize queries
Testing
-
Unit Testing
- Test data source connections
- Verify alert triggers
- Test quick actions
- Validate data display
-
Integration Testing
- Test all data sources together
- Verify real-time updates
- Test alert notifications
- Check dashboard performance
-
User Acceptance Testing
- Test with realistic data
- Verify all zones display correctly
- Test quick actions
- Validate alert system
Version History
- 1.0.0 - Initial release with core dashboard functionality
License
MIT License - Open source, free to use, modify, and distribute.
Support
For issues, questions, or contributions:
