matlab-report-tutor-sessions SKILL.md skillA

matlab-report-tutor-sessions from matlab/agent-skills-playground is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add matlab/agent-skills-playground/matlab-report-tutor-sessions@v1.0

Pins v1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
matlab/agent-skills-playground
Path
demos/ai-tutoring/skills/matlab-report-tutor-sessions/SKILL.md
Versions recorded
2
Latest version
v1.0, committed Sep 10, 2026
First version recorded
Aug 12, 2026
Size
10,097 bytes
Repository stars
198
License
a license file GitHub does not identify

Use when a learner or instructor asks for a report, summary, reflection, progress note, performance recap, activity metrics, instructor-shareable record of a MATLAB AI tutoring session, aggregate report across multiple MATLAB tutoring session reports, or instructor dashboard artifact with metric drilldowns. Supports optional start and end datetime arguments for multi-session report and dashboard ranges.

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

# MATLAB AI Tutor Session Report

## Purpose

Create clear HTML reports for MATLAB tutoring. Single-session reports help the
learner reflect on what was covered, what they demonstrated, where they need
more practice, and what evidence supports those conclusions. Aggregate reports
summarize patterns across multiple session reports for instructor review,
including recurring misconceptions, topic coverage, activity metrics, revision
behavior, and unresolved growth areas. Instructor dashboard artifacts present
the same evidence as a compact HTML dashboard with in-page drilldown panels for
key metrics.

Use this skill with:

- `matlab-tutor-learners`
- `matlab-coach-programming`
- `matlab-create-hands-on-exercises`
- `matlab-create-mcq-practice`
- `matlab-coach-debugging`
- `matlab-log-tutor-sessions`
- `matlab-evaluate-tutor-quality`

## Reporting Principles

- Base the report only on evidence from the current session or provided
  transcript.
- Do not infer grades, exam readiness, or personal traits beyond the evidence.
- Separate observed performance from recommendations.
- Use supportive, factual language that helps the learner plan next steps.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add matlab/agent-skills-playground/matlab-report-tutor-sessions@sha256:e99e64631ab41daf

The line at the top of this page pins the label v1.0, 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_bjd24z4jneybh42z.svg)](https://markdownregistry.com/a/art_bjd24z4jneybh42z)

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

Versions

The registry has recorded 2 versions of this file, between Aug 12, 2026 and Sep 10, 2026, about one every 29 days.

versioncommittedcommitsizeaudit
v1.0 latest2026-09-10 051eea2 10,097 BA view · diff
v1.02026-08-12 a41fae6 10,062 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 (10097 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

matlab/agent-skills-playground · 198 stars · license a license file GitHub does not identify · pushed 2026-10-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bjd24z4jneybh42z
GET https://markdownregistry.com/api/v1/resolve?ref=matlab/agent-skills-playground/matlab-report-tutor-sessions
GET https://markdownregistry.com/api/v1/blob/e99e64631ab41daf10e50379eea6d0c38878de31629567fb53376cae57e55992

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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