
Specialty Crop Disease Management Advisor
Diagnose specialty crop diseases and create integrated spray management protocols
What You Can Do
Analyze crop disease symptoms and receive rapid, evidence-based diagnoses specific to your specialty crop type. Generate spray schedules that rotate fungicide families to prevent resistance, comply with organic or export certifications, and time applications around critical crop growth stages. Cross-reference environmental conditions, disease pressure windows, and buyer residue requirements to create season-long disease management calendars that minimize crop loss while maintaining market compliance.
Features
Input leaf spots, wilting, discoloration, or fruit lesions; Claude identifies likely pathogens with confidence levels and distinguishing characteristics
Receive treatment recommendations screened for organic certification, export protocols, harvest-window restrictions, and resistance management best practices
Generate timed application calendars that rotate fungicide modes of action, account for rainfall, and align with bloom, fruit set, and pre-harvest windows
Combine chemical treatments with cultural practices (canopy management, irrigation timing, sanitation) to reduce overall disease pressure and chemical dependence
Create records linking treatments to disease history, environmental conditions, and product labels for buyer audits and regulatory review
Prevent fungicide resistance through rotation strategies, tank-mix combinations, and monitoring thresholds specific to your pathogen populations
Identify storage diseases, assess cold-chain protocols, and recommend preventive treatments for packhouse and shipping phases
Example Output
Example 1: Powdery Mildew on Wine Grapes
Input: "White powdery coating on leaves and cluster stems, appearing 3 weeks before harvest. Vineyard is organic certified."
Claude Output:
- Diagnosis: Erysiphe necator (grapevine powdery mildew) — 95% confidence
- Treatments: Sulfur dust (organic approved), potassium bicarbonate, neem oil; avoid sulfur within 2 weeks of harvest
- Spray Schedule: Apply every 7–10 days until veraison; discontinue 14 days pre-harvest
- Resistance Status: Low risk; rotate between sulfur and KC fungicides
Example 2: Botrytis in Strawberries
Input: "Gray fuzzy rot on berries during wet spring. High-density planting. Selling to regional grocery chain."
Claude Output:
- Diagnosis: Botrytis cinerea — 98% confidence. Environmental factors: Humidity >85%, poor air circulation
- Fungicide Options: Pyrimethanil, fenhexamid (both <14-day pre-harvest intervals)
- Spray Schedule:
- Bloom start: First application
- Green fruit: Every 7 days during wet periods
- Red fruit: Switch to lower-residue option; stop 3 days pre-harvest
- Cultural Fixes: Remove lower leaves, increase row spacing, drip irrigation (avoid overhead)
- Buyer Compliance: All products approved for conventional retail; residues <0.1 ppm
What's Included
- SPECIALTY-CROP-DISEASE-MANAGEMENT-ADVISOR.md: Full skill instruction set and analysis framework
- Disease Diagnosis Checklist: Symptom taxonomy for berries, tree fruits, vegetables, and ornamentals; environmental factors to report
- Fungicide Rotation Matrix: Mode-of-action groupings and resistance-management calendars by crop type
- Spray Schedule Template: Editable calendar with columns for crop stage, product, rate, interval, pre-harvest interval, and certification notes
- IPM Action Thresholds: Disease incidence levels triggering chemical intervention vs. cultural management alone
- Compliance Documentation Sheet: Audit-ready record linking treatments to disease observation dates, environmental conditions, and product labels
Who It's For
- Specialty crop farm managers — Berries, tree fruits, vegetables, medicinal herbs seeking precision disease control
- Organic or certified-sustainable producers — Needing fungicide options approved for certification programs
- Export-focused growers — Managing residue limits and phytosanitary requirements for international buyers
- Packhouse or storage operations — Preventing post-harvest disease losses and managing cold-chain protocols
- Agricultural consultants or crop scouts — Training staff on disease identification and protocol development
Best For
- Rapid disease diagnosis during growing season — Identify pathogens from symptom photos or descriptions within hours
- Preventive spray calendar planning — Create season-long schedules aligned with weather, crop growth, and harvest windows
- Fungicide selection for compliance — Filter treatments by organic certification, export protocols, or buyer requirements
- Resistance management strategy — Rotate fungicide families and modes of action to preserve product efficacy
- Post-harvest disease protocols — Design storage, packaging, and cold-chain treatments to reduce losses in packhouse and distribution







