mechanical-engineering-research SKILL.md skillA

mechanical-engineering-research from hanhuark/mechanical-engineering-research-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add hanhuark/mechanical-engineering-research-skill/mechanical-engineering-research@git:20261028.3980282

Pins git:20261028.3980282 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
hanhuark/mechanical-engineering-research-skill
Path
skills/mechanical-engineering-research/SKILL.md
Versions recorded
10
Latest version
git:20261028.3980282, committed Oct 28, 2026
First version recorded
Aug 25, 2026
Size
12,052 bytes
Repository stars
23
License
MIT

Apply source-aware mechanical-engineering judgment to research, analysis, coding, writing, teaching, research identity, and release work. Use for thermal-fluid systems, heat transfer, fluid mechanics, thermodynamics, HVAC, energy systems, turbomachinery, piping, multiphase flow, experiments, correlations, CFD, reduced-order models, AI/ML, uncertainty, engineering datasets, literature reviews, citations, manuscripts, reviewer revisions, Overleaf packages, figures, proposals, research software…

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

# Mechanical Engineering Research

## Skill Suite

Use this skill as the cross-cutting coordinator when a request spans multiple research activities. For a focused deliverable, use the specialist skill that owns it:

- [thermal-fluid-analysis](../thermal-fluid-analysis/SKILL.md): thermal-fluid physics, experiments, CFD, correlations, uncertainty, scaling, and design tradeoffs.
- [research-writing-literature](../research-writing-literature/SKILL.md): literature synthesis, citations, introductions, manuscript sections, and figure-led discussion.
- [research-proposal-development](../research-proposal-development/SKILL.md): solicitation-aligned proposals, review criteria, preliminary results, milestones, risks, and proposal figures.
- [research-data-analysis](../research-data-analysis/SKILL.md): baseline cases, hypothesis-driven DOE, reproducible analysis, plots, CFD/experimental data, and ML evaluation.
- [research-slide-design](../research-slide-design/SKILL.md): research talks, posters, visual logic, speaker notes, and presentation QA.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hanhuark/mechanical-engineering-research-skill/mechanical-engineering-research@sha256:5208dcfe80c10611

The line at the top of this page pins the label git:20261028.3980282, 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_hzpijwo3dioqhaf6.svg)](https://markdownregistry.com/a/art_hzpijwo3dioqhaf6)

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

Versions

The registry has recorded 10 versions of this file, between Aug 25, 2026 and Oct 28, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261028.3980282 latest2026-10-28 3980282 12,052 BA view · diff
git:20261021.8d6d0002026-10-21 8d6d000 11,868 BA view · diff
git:20261010.8a30bf42026-10-10 8a30bf4 11,734 BA view · diff
git:20261008.64a06f72026-10-08 64a06f7 11,260 BA view · diff
git:20261007.b674de72026-10-07 b674de7 10,703 BA view · diff
git:20260909.8f17fe92026-09-09 8f17fe9 10,358 BA view · diff
git:20260909.4f212482026-09-09 4f21248 10,040 BA view · diff
git:20260909.04a2fb02026-09-09 04a2fb0 9,900 BA view · diff
git:20260829.70378e22026-08-29 70378e2 8,429 BA view · diff
git:20260825.5746c552026-08-25 5746c55 8,276 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 (12052 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

hanhuark/mechanical-engineering-research-skill · 23 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hzpijwo3dioqhaf6
GET https://markdownregistry.com/api/v1/resolve?ref=hanhuark/mechanical-engineering-research-skill/mechanical-engineering-research
GET https://markdownregistry.com/api/v1/blob/5208dcfe80c10611b52ce76a7751c81828bce1faba3e65a0399fef82ea54e5a1

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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