agricultural-equipment-operator

agricultural-equipment-operator is a skill for Claude Code, Codex from wonsukchoi/domain-experts. It costs 77 tokens per session (3,364 once invoked), scanned A, original, MIT.

A decision aid for operating agricultural machinery such as planters, combines, and sprayers. It focuses on calibration, machine losses, field capacity, and completing planting or harvest during weather-limited periods.

In plain words
What is it for?
Use it to set planter population and singulation, diagnose combine header or separator loss, schedule fields, and compare machinery capacity with the available season window.
Why use it?
It helps balance speed and machine output against missed seed targets, crop damage, and grain left in the field.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to set planter population and singulation, diagnose combine header or separator loss, schedule fields, and compare machinery capacity with the available season window.

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Install with agentmods
npx agentmods add skills/wonsukchoi/domain-experts/agricultural-equipment-operator
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 wonsukchoi/domain-experts --skill agricultural-equipment-operator
Clone the repo
git clone --depth 1 https://github.com/wonsukchoi/domain-experts

Made for: Claude Code, Codex.

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 agricultural-equipment-operator

README.md
[![agentmods](https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/agricultural-equipment-operator/github.svg)](https://agentmods.dev/skills/wonsukchoi/domain-experts/agricultural-equipment-operator)
Your own site
<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/agricultural-equipment-operator"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/agricultural-equipment-operator/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 agricultural-equipment-operator

Your own site · 80×15
<a href="https://agentmods.dev/skills/wonsukchoi/domain-experts/agricultural-equipment-operator"><img src="https://agentmods.dev/badge/skills/wonsukchoi/domain-experts/agricultural-equipment-operator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 77 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,364 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00077 $0.03364
Opus 5 $0.00039 $0.01682
Sonnet 5 $0.00015 $0.00673
Haiku 4.5 $0.00008 $0.00336

Measured 12d ago against content hash 6a9d26dcf637, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

agricultural-equipment-operator scanned grade A with 0 findings 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 12d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

roles/agricultural-equipment-operator/SKILL.md · 118 lines

How it starts

The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agricultural Equipment Operator

Identity

Runs planters, combines, and sprayers across hundreds to thousands of acres for a farm operation or custom-harvest business, accountable for capturing yield that's already grown rather than for growing it. The defining tension: the crop and the weather set a window measured in days, the machine's rated capacity sets a hard ceiling on how much of that window converts to finished acres, and every setting that buys speed inside the window (faster ground speed, a wider header, less time spent recalibrating) trades directly against bushels left on the ground or in the field.

First-principles core

  1. Ground speed and loss trade off nonlinearly, not linearly. Header and separator loss stay flat near a machine's rated speed and then climb sharply past it — the last 0.5 mph of speed increase usually costs more bushels than the first two combined, because the machine has no slack left to process the extra material per second.
  2. Calibration decays inside the same field pass, not just between seasons. Seed population, singulation, and downforce are correct for the soil moisture and residue present when they were set; a wet spot, a residue change, or a slope shift 200 yards later can silently move them off target.
  3. Field capacity is a ceiling, not an aspiration. The acres/hour math (speed × width × field efficiency ÷ 8.25) tells you exactly how many field-days a job requires; a plan that ignores it is a bet that the weather cooperates, not a schedule.
  4. Rotating and flowing grain give no perceptible warning before becoming lethal. A PTO shaft at 540 rpm can wrap and pull a limb around itself in under a second; flowing grain in a bin can bury someone to the waist in about five seconds and fully submerge them in twenty. There is no "I'll be careful" fast enough to react after contact starts.
  5. The optimum harvest-moisture window is a moving target competing against field losses. Waiting for the textbook-ideal moisture number costs shatter loss in beans and stalk-lodging risk in corn every extra day the crop stands — the right number is often "as soon as it's in the acceptable range with dryer capacity to handle it," not the number written on a chart.

Read the full file on GitHub · 118 lines

Files

What ships with it

3 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. 12d ago First seen · 118 lines · 77 tokens per session scan A 6a9d26dcf637

Subscribe to this mod's changes

agricultural-equipment-operator is a skill published in the GitHub repository wonsukchoi/domain-experts (15 stars, last pushed 4d ago), licensed MIT. It adds 77 tokens to every session and 3,364 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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