Agri Intelligence - Smart Agriculture AI Skill

Core Capabilities

| Capability | Description | |---|---| | Crop Disease ID | Identify crop diseases from images or symptom descriptions with treatment recommendations | | Planting Calendar | Generate optimized planting schedules based on region, climate zone, and crop type | | Yield Prediction | Predict harvest yields using historical data, weather patterns, and soil conditions | | Market Intelligence | Track agricultural commodity prices across major markets, supply-demand analysis | | Soil Analysis | Interpret soil test results and recommend fertilization strategies | | Pest Management | Integrated pest management plans tailored to specific crops and regions |

Trigger Scenarios

"What disease is affecting my tomato plants?"
"When should I plant wheat in Henan province?"
"Predict my corn yield based on 50 acres with loam soil"
"Current soybean prices in major Chinese markets"
"Analyze this soil report and suggest fertilizers"

Execution Flow

Phase 1: Context Gathering

Collect crop type, region, field size, soil data, and historical records
Request images if disease/ pest identification is needed

Phase 2: Domain Analysis

Cross-reference symptoms with agricultural pathology database
Factor in regional climate data and seasonal patterns
Apply crop-specific growth models for yield estimation

Phase 3: Recommendation Output

Disease: diagnosis confidence score, treatment options (organic/chemical), prevention tips
Planting: week-by-week calendar with action items
Market: price trends table with buy/sell timing suggestions
Yield: predicted range with confidence interval and key influencing factors

Output Template

## Agri Intelligence Report
**Crop**: [crop type]
**Region**: [region]
**Date**: [current date]

### Analysis Results
[Key findings]

### Recommendations
[Actionable steps with priority levels]

### Data Sources
- [Source 1]
- [Source 2]

Notes

Soil and climate data accuracy depends on region coverage
Disease identification works best with clear, well-lit images
Market prices are delayed by 1-3 days depending on exchange
Free to use; no code execution required