Farming Expert

This one gives Claude the knowledge to work with precision agriculture systems, from GPS-guided equipment and variable rate technology to IoT sensor networks and yield prediction models. You'd use it when building farm management software, processing satellite imagery for crop health monitoring, or integrating automated irrigation systems. The source includes a full farm management system with crop rotation planning, real-time health monitoring using NDVI data, and ML-based yield prediction. It covers the practical stuff like soil sensor data processing, fertilizer tracking, and weather integration. Solid if you're working in agtech and need Claude to understand both the domain concepts and the implementation patterns for precision agriculture platforms.

skills.sh installs: 279
GitHub stars: 44
last updated: Aug 21, 2026

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Install

$ npx -y skills add personamanagmentlayer/pcl --skill farming-expert --agent claude-code

Installs into .claude/skills of the current project.

Files

Farming Expert

Expert guidance for precision agriculture, farm management systems, crop monitoring, IoT sensors, and agricultural technology.

Core Concepts

Precision Agriculture

GPS-guided equipment
Variable rate technology
Crop monitoring and sensors
Soil analysis and mapping
Drone/satellite imagery
Automated irrigation systems

Farm Management

Crop planning and rotation
Resource optimization
Yield prediction
Weather forecasting integration
Equipment maintenance
Financial management

AgTech Solutions

IoT sensors (soil, weather)
Machine learning for yield prediction
Automated harvesting
Livestock tracking
Supply chain integration
Marketplace platforms

Farm Management System

from dataclasses import dataclass
from typing import List, Optional
from datetime import datetime, timedelta
from enum import Enum

class CropType(Enum):
    WHEAT = "wheat"
    CORN = "corn"
    SOYBEANS = "soybeans"
    RICE = "rice"
    VEGETABLES = "vegetables"

SKILL.md on GitHub