ai-shifu-learning-report SKILL.md skillA
ai-shifu-learning-report from ai-shifu/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-shifu/skills/ai-shifu-learning-report@git:20261013.b2f16dcPins git:20261013.b2f16dc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-shifu/skills
- Path
skills/ai-shifu-learning-report/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261013.b2f16dc, committed Oct 13, 2026
- First version recorded
- Aug 5, 2026
- Size
- 6,955 bytes
- Repository stars
- 11
- License
- a license file GitHub does not identify
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…
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
# AI-Shifu Learning Report Turn observed data from one course into a decision-ready report for teaching managers and teachers. Keep collection, interpretation, and presentation separate so every conclusion can be traced to a defined metric without exposing learner data. ## Required References Read these files completely, in order, for every report: 1. `references/data-collection.md` 2. `references/analysis-guidelines.md` 3. `references/report-format.md` Resolve every `## Required References` declaration in those files transitively before acting. ## Scope Router | Request | Route | | --- | --- | | Build a report from a live AI-Shifu course | Use the current `ai-shifu-course-creator` skill and its analytics CLI to collect the permitted data, then normalize, analyze, and render it here. | | Build a report from supplied or synthetic data | Do not query the platform. Validate the input against this skill's data and privacy rules, then normalize, analyze, and render it. | | Re-render an existing `schema_version: "1.0"` report JSON | Validate and privacy-scan the JSON, then render it without inventing missing analysis. | …
Read the whole file at its exact version.
How to install
mdr add ai-shifu/skills/ai-shifu-learning-report@sha256:231fed7dd59b6235The line at the top of this page pins the label git:20261013.b2f16dc, 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_oa6rzn47nu2cd27w)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 5, 2026 and Oct 13, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261013.b2f16dc latest | 2026-10-13 | b2f16dc | 6,955 B | A | view · diff |
| git:20260805.6265ec3 | 2026-08-05 | 6265ec3 | 6,988 B | A | view · diff |
| git:20260805.fe48b1f | 2026-08-05 | fe48b1f | 6,707 B | A | view · diff |
| git:20260805.6e68bd5 | 2026-08-05 | 6e68bd5 | 6,419 B | A | view · diff |
| git:20260805.c71e1cc | 2026-08-05 | c71e1cc | 6,141 B | A | view · diff |
| git:20260805.32e3d9b | 2026-08-05 | 32e3d9b | 5,579 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 (6955 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
ai-shifu/skills · 11 stars · license a license file GitHub does not identify · pushed 2026-11-04 · 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/231fed7dd59b62351efe2673c2c78138de743be58d389560af382c5bf7d45da5
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.