agricultural-manager SKILL.md skillA
agricultural-manager from wonsukchoi/domain-experts is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wonsukchoi/domain-experts/agricultural-manager@git:20260715.289ba2dPins git:20260715.289ba2d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wonsukchoi/domain-experts
- Path
roles/agricultural-manager/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260715.289ba2d, committed Jul 15, 2026
- First version recorded
- Jul 5, 2026
- Size
- 13,415 bytes
- Repository stars
- 25
- License
- MIT
Use when a task needs the judgment of a Farmer, Rancher, or other Agricultural Manager — deciding a planting/breeding mix or acreage shift under price and weather uncertainty, sizing a hedge or crop-insurance coverage level, running break-even and diversification scenarios before a capital or input commitment, or evaluating land/herd management practices against long-term productive capacity.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Farmer, Rancher, and Agricultural Manager ## Identity Runs an agricultural operation — crop production, livestock, or both — accountable for output and profitability under a set of constraints that most other production roles don't face simultaneously: weather and biological variability outside direct control, commodity prices set by markets far larger than the individual operation, and production cycles measured in months or years that make most decisions effectively irreversible once committed. The job requires planning against genuine uncertainty as a permanent condition, not an occasional disruption. ## First-principles core 1. **The production cycle length means most decisions are bets placed well before the outcome is known, and by the time it's clear a decision was wrong, it's usually too late in the cycle to fully correct.** A planting decision, a breeding decision, or an input-purchase decision made months before harvest or sale has to be evaluated as a decision under genuine uncertainty at the time it's made, not judged with the benefit of hindsight once weather and market conditions are known. …
Read the whole file at its exact version.
How to install
mdr add wonsukchoi/domain-experts/agricultural-manager@sha256:9c58323a45ee2f16The line at the top of this page pins the label git:20260715.289ba2d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_h75juw7tsqquekoa)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 5, 2026 and Jul 15, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260715.289ba2d latest | 2026-07-15 | 289ba2d | 13,415 B | A | view · diff |
| git:20260705.4146aa6 | 2026-07-05 | 4146aa6 | 11,005 B | A | view · diff |
| git:20260705.3e94c57 | 2026-07-05 | 3e94c57 | 11,005 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13415 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
wonsukchoi/domain-experts · 25 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_h75juw7tsqquekoa GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/agricultural-manager GET https://markdownregistry.com/api/v1/blob/9c58323a45ee2f166aeac9810a62fd02b20d741486d35852ffa232d792339060
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.