israeli-agritech-advisor

israeli-agritech-advisor is a skill for Claude Code from skills-il/developer-tools. It costs 124 tokens per session (5,749 once invoked), scanned A, original, MIT.

A guide to connecting software with Israeli farming and precision-agriculture services. It covers tools for soil monitoring, irrigation, crop images, greenhouse conditions, pollination, and farm data.

In plain words
What is it for?
Use it to plan integrations for irrigation, pest detection, greenhouse monitoring, pollination, farm dashboards, and water-compliance data.
Why use it?
It helps developers understand which farming platform fits a use case and points out when integration details are only illustrative or require partner access.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions Claude Code.

Good fit Use it to plan integrations for irrigation, pest detection, greenhouse monitoring, pollination, farm dashboards, and water-compliance data.

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Install with agentmods
npx agentmods add skills/skills-il/developer-tools/israeli-agritech-advisor
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add skills-il/developer-tools --skill israeli-agritech-advisor
Clone the repo
git clone --depth 1 https://github.com/skills-il/developer-tools

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for israeli-agritech-advisor

README.md
[![agentmods](https://agentmods.dev/badge/skills/skills-il/developer-tools/israeli-agritech-advisor/github.svg)](https://agentmods.dev/skills/skills-il/developer-tools/israeli-agritech-advisor)
Your own site
<a href="https://agentmods.dev/skills/skills-il/developer-tools/israeli-agritech-advisor"><img src="https://agentmods.dev/badge/skills/skills-il/developer-tools/israeli-agritech-advisor/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for israeli-agritech-advisor

Your own site · 80×15
<a href="https://agentmods.dev/skills/skills-il/developer-tools/israeli-agritech-advisor"><img src="https://agentmods.dev/badge/skills/skills-il/developer-tools/israeli-agritech-advisor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 124 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,749 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 5 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Data Exfiltration · line 34
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 41
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 89
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 110
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 131
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00124 $0.05749
Opus 5 $0.00062 $0.02874
Sonnet 5 $0.00025 $0.01150
Haiku 4.5 $0.00012 $0.00575

Measured 10d ago against content hash d0ec654dac6e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

israeli-agritech-advisor scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

allowed-tools: Bash(python:*) Bash(pip:*) Bash(curl:*)
israeli-agritech-advisor/SKILL.md · 364 lines

How it starts

The opening of the file, as written. The whole thing — 364 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Israeli Agritech Advisor

Instructions

Step 1: Identify the Agritech Use Case

Use Case Key Platforms Data Types Goal
Irrigation optimization CropX, Netafim, Manna Soil moisture, weather, ET0 Reduce water use 20-40%
Pest/disease detection Taranis, AgroScout Aerial imagery, NDVI Early detection, targeted treatment
Greenhouse monitoring Prospera/Valmont Climate, imagery Optimal growing conditions
Pollination management BeeHero Hive sensors, GPS Maximize pollination efficiency
Farm data platform Multiple All sensor data Unified decision dashboard
Water compliance Mekorot data, sensors Water flow, quotas Meet Water Authority regulations

Step 2: Connect to Agritech APIs

CropX -- Soil Monitoring Integration:

Note: The CropX API URL and routes below are illustrative. CropX publishes no public API documentation (there is no developer or docs subdomain, and api.cropx.com returns 404 at its root), so treat the base URL, the /auth/token route and the response shapes as a sketch to adapt once CropX gives you real integration docs. Contact CropX for partner API access.

import requests

class CropXClient:
    """Client for CropX soil monitoring API."""

    BASE_URL = "https://api.cropx.com/v2"  # Unverified, illustrative only

    def __init__(self, client_id, client_secret):
        self.token = self._authenticate(client_id, client_secret)
        self.headers = {"Authorization": f"Bearer {self.token}"}

    def _authenticate(self, client_id, client_secret):
        response = requests.post(f"{self.BASE_URL}/auth/token", json={
            "client_id": client_id,
            "client_secret": client_secret,
            "grant_type": "client_credentials"
        })
        return response.json()["access_token"]

    def get_sites(self):
        """List all monitored field sites."""
        return requests.get(f"{self.BASE_URL}/sites", headers=self.headers).json()

    def get_soil_readings(self, device_id, start_date, end_date):
        """Get soil sensor readings for a device."""
        return requests.get(
            f"{self.BASE_URL}/devices/{device_id}/measurements",
            headers=self.headers,
            params={"from": start_date.isoformat(), "to": end_date.isoformat(),
                    "metrics": "moisture,temperature,ec"}
        ).json()

    def get_irrigation_recommendation(self, site_id):
        """Get AI-driven irrigation recommendation for a site."""
        return requests.get(
            f"{self.BASE_URL}/sites/{site_id}/recommendations",
            headers=self.headers
        ).json()

Read the full file on GitHub · 364 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 364 lines · 124 tokens per session scan A d0ec654dac6e

Subscribe to this mod's changes

israeli-agritech-advisor is a skill published in the GitHub repository skills-il/developer-tools (10 stars, last pushed yesterday), licensed MIT. It adds 124 tokens to every session and 5,749 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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