ai-shifu/skills · skills/ai-shifu-learning-report/SKILL.md

ai-shifu-learning-report skillA

ai-shifu-learning-report is agent-read markdown (skill) from ai-shifu/skills: Create a polished, printable learning report for one AI-Shifu course from live course analytics or a supplied report dataset. Use this skill whenever a teacher or teaching manager asks for an AI-Shifu learning report, course review, teaching diagnosis, lesson health analysis, learner engagement or audience insights, follow-up question themes, or a management-ready course analytics dashboard—even when they only say “复盘这门课” or “做个教学报告.” Produce privacy-safe `course-learning-report.json` and `cours.

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/ai-shifu-learning-report@git:20260805.6265ec3
Exact content
mdr add ai-shifu/skills/ai-shifu-learning-report@sha256:0fb081e7198a4e7f

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_oa6rzn47nu2cd27w.svg)](https://markdownregistry.com/a/art_oa6rzn47nu2cd27w)

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Versions

versioncommittedcommitsizeaudit
git:20260805.6265ec3 latest2026-08-05 6265ec3 6,988 BA view · diff
git:20260805.fe48b1f2026-08-05 fe48b1f 6,707 BA view · diff
git:20260805.6e68bd52026-08-05 6e68bd5 6,419 BA view · diff
git:20260805.c71e1cc2026-08-05 c71e1cc 6,141 BA view · diff
git:20260805.32e3d9b2026-08-05 32e3d9b 5,579 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 (6988 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_oa6rzn47nu2cd27w
GET https://markdownregistry.com/api/v1/resolve?ref=ai-shifu/skills/ai-shifu-learning-report
GET https://markdownregistry.com/api/v1/blob/0fb081e7198a4e7f44b26c1d17b000edcafc46ac777f704053969677e33977a8

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