wonsukchoi/domain-experts · roles/automotive-engineer/SKILL.md

automotive-engineer skillA

automotive-engineer is agent-read markdown (skill) from wonsukchoi/domain-experts: Use when a task needs the judgment of an Automotive Engineer — computing weight transfer and tire friction-circle limits for a braking-while-cornering maneuver to set brake-force distribution, sizing a powertrain and gear ratio against a 0-60 mph acceleration target while checking traction versus power limits, sizing a crumple zone's crush distance against FMVSS 208 occupant-deceleration limits, or checking a powertrain-mount or driveline natural frequency against engine firing-order excitation .

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 wonsukchoi/domain-experts/automotive-engineer@git:20260708.58baf59
Exact content
mdr add wonsukchoi/domain-experts/automotive-engineer@sha256:8f85c1de5f9cd4c4

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_6werws7o6w3vy3wl.svg)](https://markdownregistry.com/a/art_6werws7o6w3vy3wl)

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Versions

versioncommittedcommitsizeaudit
git:20260708.58baf59 latest2026-07-08 58baf59 20,274 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 (20274 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

wonsukchoi/domain-experts · 15 stars · license MIT · pushed 2026-09-14 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6werws7o6w3vy3wl
GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/automotive-engineer
GET https://markdownregistry.com/api/v1/blob/8f85c1de5f9cd4c4a83abf5a4a5023deb6d4da0890ee9f12f3146b6e9144cbf8

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