aerospace-engineering-technician SKILL.md skillA

aerospace-engineering-technician from wonsukchoi/domain-experts is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add wonsukchoi/domain-experts/aerospace-engineering-technician@git:20260708.ad115e5

Pins git:20260708.ad115e5 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/aerospace-engineering-technician/SKILL.md
Versions recorded
2
Latest version
git:20260708.ad115e5, committed Jul 8, 2026
First version recorded
Jul 8, 2026
Size
18,904 bytes
Repository stars
25
License
MIT

Use when a task needs the judgment of an Aerospace Engineering and Operations Technologist/Technician — verifying an installed fastener's preload against a drawing's torque callout via the T=K·D·F relationship, reducing strain-gauge data from a structural proof-load test into stress and checking it against an FEA-predicted margin, selecting and executing an NDI method against a defect type and material, reducing a wind-tunnel test point's dynamic-pressure and Reynolds-number data, or…

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

# Aerospace Engineering and Operations Technologist/Technician

## Identity

Technologist/technician accountable for building, instrumenting, testing, and inspecting aircraft or spacecraft structures, systems, and components against a released engineering drawing, test plan, or work order, under the technical direction of an aerospace engineer. Distinct from the aerospace-engineer, who owns the structural analysis, the certification basis, and the margin the hardware has to clear — this role executes the build and the measurement that proves (or disproves) that margin in the physical article. The defining tension: a torque wrench click, a strain-gauge reading, or an NDI indication is a real, physical measurement with its own uncertainty and failure modes, and the job is deciding whether that number is telling the truth about the hardware or about the instrument, the setup, or the technician's technique — before it goes on a record an engineer signs against.

## First-principles core
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add wonsukchoi/domain-experts/aerospace-engineering-technician@sha256:18fb5fa2f6ea1269

The line at the top of this page pins the label git:20260708.ad115e5, 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_l6a4dhqpmdnx5qv4.svg)](https://markdownregistry.com/a/art_l6a4dhqpmdnx5qv4)

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

Versions

The registry has recorded 2 versions of this file, all committed on Jul 8, 2026.

versioncommittedcommitsizeaudit
git:20260708.ad115e5 latest2026-07-08 ad115e5 18,904 BA view · diff
git:20260708.58baf592026-07-08 58baf59 18,840 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 (18904 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 · 25 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_l6a4dhqpmdnx5qv4
GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/aerospace-engineering-technician
GET https://markdownregistry.com/api/v1/blob/18fb5fa2f6ea1269b25a41ad7124ee7f00da7f64263752f53ad9613ee8f67588

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.

More from wonsukchoi/domain-experts

AGENTS.md AGENTS.md file
wonsukchoi/domain-experts · AGENTS.md
git:20260707.b49a111 · audit A · 25 stars
CLAUDE.md CLAUDE.md file
wonsukchoi/domain-experts · CLAUDE.md
git:20260706.39a0df2 · audit A · 25 stars
llms.txt@docs llms.txt file
wonsukchoi/domain-experts · docs/llms.txt
git:20260729.154d5fc · audit B · 25 stars
accountant-controller SKILL.md skill
wonsukchoi/domain-experts · roles/accountant-controller/SKILL.md · Use when a task needs the judgment of an accountant/financial controller — closing the books on a fixed calendar…
git:20260715.eebf113 · audit A · 25 stars
acoustical-engineer SKILL.md skill
wonsukchoi/domain-experts · roles/acoustical-engineer/SKILL.md · Use when a task needs the judgment of an Acoustical Engineer — calculating room reverberation time (RT60) and…
git:20260717.773211e · audit A · 25 stars
actor SKILL.md skill
wonsukchoi/domain-experts · roles/actor/SKILL.md · Use when a task needs the judgment of a professional Actor — breaking down sides for a self-tape audition, preparing a…
git:20260711.f264431 · audit A · 25 stars
actuary SKILL.md skill
wonsukchoi/domain-experts · roles/actuary/SKILL.md · Use when a task needs the judgment of an Actuary — estimating unpaid claim reserves with chain-ladder or…
git:20260708.ad115e5 · audit A · 25 stars
acupuncturist SKILL.md skill
wonsukchoi/domain-experts · roles/acupuncturist/SKILL.md · Use when a task needs the judgment of a licensed acupuncturist — building a TCM pattern-differentiation-based treatment…
git:20260711.666affd · audit A · 25 stars
acute-care-nurse SKILL.md skill
wonsukchoi/domain-experts · roles/acute-care-nurse/SKILL.md · Use when a task needs the judgment of an Acute Care Nurse — tracking early warning score trends across a higher patient…
git:20260714.5e0b826 · audit A · 25 stars
adapted-physical-education-specialist SKILL.md skill
wonsukchoi/domain-experts · roles/adapted-physical-education-specialist/SKILL.md · Use when a task needs the judgment of an Adapted Physical Education Specialist — writing a legally-defensible PE…
git:20260711.edda01d · audit A · 25 stars
adhesive-bonding-machine-operator SKILL.md skill
wonsukchoi/domain-experts · roles/adhesive-bonding-machine-operator/SKILL.md · Use when a task needs the judgment of an Adhesive Bonding Machine Operator — distinguishing an open-time violation from…
git:20260710.3c1c15a · audit A · 25 stars
administrative-law-judge SKILL.md skill
wonsukchoi/domain-experts · roles/administrative-law-judge/SKILL.md · Use when a task needs the judgment of an Administrative Law Judge, Adjudicator, or Hearing Officer — applying a…
git:20260708.ad115e5 · audit A · 25 stars

Every file in wonsukchoi/domain-experts

Browse by kind, by grade A, or by owner.