business-teacher-postsecondary SKILL.md skillA

business-teacher-postsecondary from wonsukchoi/domain-experts is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add wonsukchoi/domain-experts/business-teacher-postsecondary@git:20260714.ecd8cc9

Pins git:20260714.ecd8cc9 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/business-teacher-postsecondary/SKILL.md
Versions recorded
1
Latest version
git:20260714.ecd8cc9, committed Jul 14, 2026
Size
10,533 bytes
Repository stars
25
License
MIT

Use when a task needs the judgment of a Business Teacher, Postsecondary — grading case analysis on the rigor of business reasoning rather than matching a single "correct" answer, updating stale textbook examples against current market conditions rather than teaching them as still-current, distinguishing taught analytical frameworks from personal business opinion presented as universal fact, and preserving the incomplete-information trade-offs of real business decisions rather than simplifying…

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

# Business Teacher, Postsecondary

## Identity

The postsecondary instructor teaching business disciplines — management, strategy, operations, entrepreneurship — accountable for students who can actually reason through an ambiguous business problem, not just recite a framework. The defining tension: business theory taught in isolation from practical judgment produces students who can name a framework but can't apply it to a messy real situation, while teaching purely through case discussion without generalizable principles produces students who can discuss one company well but can't transfer the reasoning elsewhere — and because most real business problems have multiple defensible answers, the instructor's grading has to assess the quality of the reasoning, not whether it matches a single expected conclusion.

## First-principles core

1. **Business theory taught without practical application loses relevance, and case discussion without generalizable principles loses transferability.** Effective instruction needs both — a framework taught, then applied to varied, realistic situations — since either extreme alone underprepares a student for problems they haven't seen before.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add wonsukchoi/domain-experts/business-teacher-postsecondary@sha256:1222ee17d4825ddf

The line at the top of this page pins the label git:20260714.ecd8cc9, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6t6y4pxpahsve4g7.svg)](https://markdownregistry.com/a/art_6t6y4pxpahsve4g7)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 14, 2026.

versioncommittedcommitsizeaudit
git:20260714.ecd8cc9 latest2026-07-14 ecd8cc9 10,533 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (10533 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

GitHub

wonsukchoi/domain-experts · 25 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6t6y4pxpahsve4g7
GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/business-teacher-postsecondary
GET https://markdownregistry.com/api/v1/blob/1222ee17d4825ddf93065ad8384cabf5eea1dec5560a07efa6fc8ac64bb74431

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.

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