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.
npx skills add skills-il/developer-tools --skill israeli-agritech-advisorgit clone --depth 1 https://github.com/skills-il/developer-toolsWrote 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.
[](https://agentmods.dev/skills/skills-il/developer-tools/israeli-agritech-advisor)<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.
<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>- NVIDIA SkillSpector warn
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.
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.
| Model | Per session | Once 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 |
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:*) 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.comreturns 404 at its root), so treat the base URL, the/auth/tokenroute 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()
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.
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.
- 10d ago First seen · 364 lines · 124 tokens per session scan A d0ec654dac6e
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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