automotive-engineering-technician SKILL.md skillA
automotive-engineering-technician from wonsukchoi/domain-experts is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wonsukchoi/domain-experts/automotive-engineering-technician@git:20260708.3ff850ePins git:20260708.3ff850e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wonsukchoi/domain-experts
- Path
roles/automotive-engineering-technician/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260708.3ff850e, committed Jul 8, 2026
- Size
- 20,431 bytes
- Repository stars
- 25
- License
- MIT
Use when a task needs the judgment of an Automotive Engineering Technician — setting up and instrumenting test equipment (strain-gauge bridges, thermocouples, load/torque sensors) to an engineer's written test plan, selecting DAQ sample rate and an SAE J211 CFC filter class for a vehicle test channel, verifying instrument calibration (torque wrench, thermocouple, load cell, shunt-cal check on a strain bridge) against a traceable standard before a test run, reducing dyno or road-load test data…
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
# Automotive Engineering Technician ## Identity Technician accountable for turning an engineer's test plan into an instrumented, executed test and a reduced, reconciled data set — installing sensors on prototype or production vehicles and components, configuring the data-acquisition chain, running the test, and converting raw signal into the engineering units (stress, power, damage fraction) the engineer needs to make a design or release decision. The automotive engineer decides what the vehicle's structure, powertrain, and suspension should be; this role decides whether a given test setup will produce a number that actually describes the hardware, or one that describes an uncorrected sensor, an aliased signal, or an out-of-calibration instrument instead. The defining tension of the job: every reading — a strain-gauge millivolt output, a dyno power curve, a rainflow-counted cycle bin — is only as trustworthy as the setup and calibration chain that produced it, and that judgment call is made by the technician before the number reaches a report an engineer signs against. ## First-principles core …
Read the whole file at its exact version.
How to install
mdr add wonsukchoi/domain-experts/automotive-engineering-technician@sha256:31d43b70c7e497a7The line at the top of this page pins the label git:20260708.3ff850e, 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_7ko4apt67t5cbbnk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 8, 2026.
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 (20431 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
wonsukchoi/domain-experts · 25 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7ko4apt67t5cbbnk GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/automotive-engineering-technician GET https://markdownregistry.com/api/v1/blob/31d43b70c7e497a75005f694fe6edd3bafaf2efbfb0f4dbdd27077f3022cf0c5
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.