matlab SKILL.md skillA

matlab from k-dense-ai/scientific-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add k-dense-ai/scientific-agent-skills/matlab@v1.4

Pins v1.4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
k-dense-ai/scientific-agent-skills
Path
skills/matlab/SKILL.md
Versions recorded
7
Latest version
v1.4, committed Oct 1, 2026
First version recorded
May 27, 2026
Size
16,551 bytes
Repository stars
56,497
License
MIT

Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.

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 and GNU Octave

Use this skill to design or review numerical code, migrate MATLAB releases,
prepare reproducible projects, and plan trusted execution. MATLAB and GNU
Octave are distinct products: compatibility is partial, not a license or
behavior guarantee.

## Review scope

Reviewed against current MathWorks R2026b documentation and GNU Octave 11.3.0
sources on 2026-10-01. The bundled Engine planner and MATLAB examples retain
an explicit R2026a baseline. R2026b supports CPython 3.10-3.14; do not reuse
the R2026a Engine package for it. MATLAB/Octave examples are illustrative and
were not executed in this review; the Python helpers have local synthetic tests.
This skill uses local runtime APIs, with no remote service endpoint or API key.

## Product and license gate

- **MATLAB R2026a is proprietary.** Do not assume MATLAB, MATLAB Online, a
  named toolbox, MATLAB Test, MATLAB Compiler, MATLAB Coder, Parallel Computing
  Toolbox, or an add-on is installed, licensed, or available to the user.
- **MATLAB Runtime is not MATLAB.** It runs compatible applications produced
  with MATLAB Compiler; it cannot run arbitrary source or host MATLAB Engine
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add k-dense-ai/scientific-agent-skills/matlab@sha256:91afa6ec0f0b3797

The line at the top of this page pins the label v1.4, 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_fozykmdj4khf47tt.svg)](https://markdownregistry.com/a/art_fozykmdj4khf47tt)

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

Versions

The registry has recorded 7 versions of this file, between May 27, 2026 and Oct 1, 2026, about one every 21 days.

versioncommittedcommitsizeaudit
v1.4 latest2026-10-01 a92663a 16,551 BA view · diff
v1.32026-09-30 ce9e6e9 15,688 BA view · diff
v1.22026-09-02 1e5eeff 15,266 BA view · diff
v1.12026-07-26 b085e11 14,308 BA view · diff
v1.12026-07-24 d518a31 14,328 BA view · diff
git:20260611.1b8fae32026-06-11 1b8fae3 9,240 BA view · diff
v1.02026-05-27 0936740 9,235 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 (16551 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

k-dense-ai/scientific-agent-skills · 56,497 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fozykmdj4khf47tt
GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/matlab
GET https://markdownregistry.com/api/v1/blob/91afa6ec0f0b3797f51da62b79d44d00a32fcdf3690b9505e5987982a8e6d0e2

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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Every file in k-dense-ai/scientific-agent-skills

Other files named matlab

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