ai-shifu/skills · skills/course-direction-advisor/SKILL.md

course-direction-advisor skillA

course-direction-advisor is agent-read markdown (skill) from ai-shifu/skills: Turn user-provided source materials into market-fit course-topic decisions without exceeding the evidence boundary of the materials. Use when the user needs course topic selection, competitor analysis, pricing guidance, audience targeting, market positioning, or a decision on whether the material is strong and complete enough to support a course. Avoid when the topic is already fixed and the user only needs lesson breakdowns, scripts, or copy polishing..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add ai-shifu/skills/course-direction-advisor@git:20260727.4bb4243
Exact content
mdr add ai-shifu/skills/course-direction-advisor@sha256:e6400dcb1437763a

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wfpujhey42wgbjei.svg)](https://markdownregistry.com/a/art_wfpujhey42wgbjei)

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Versions

versioncommittedcommitsizeaudit
git:20260727.4bb4243 latest2026-07-27 4bb4243 13,634 BA view · diff
git:20260717.1eeba0e2026-07-17 1eeba0e 13,658 BA view · diff
git:20260619.64929892026-06-19 6492989 13,619 BA view · diff
git:20260405.6c9c22c2026-04-05 6c9c22c 13,595 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (13634 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

ai-shifu/skills · 11 stars · license NOASSERTION · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wfpujhey42wgbjei
GET https://markdownregistry.com/api/v1/resolve?ref=ai-shifu/skills/course-direction-advisor
GET https://markdownregistry.com/api/v1/blob/e6400dcb1437763a836e62fa4eebe9083dce8fdbdd2756b1187a92f0a47d1128

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.