wonsukchoi/domain-experts · roles/calibration-technician/SKILL.md

calibration-technician skillA

calibration-technician is agent-read markdown (skill) from wonsukchoi/domain-experts: Use when a task needs the judgment of a Calibration Technologist/Technician — computing a Test Uncertainty Ratio (TUR) and deciding whether it meets the 4:1 target, building a measurement uncertainty budget (Type A/Type B, GUM-style) for a calibration, tracing a reference standard's chain of custody to NIST/SI, setting or adjusting a calibration interval from in-tolerance/out-of-tolerance history, or writing the accept/reject call and guard-banded pass/fail on a calibration certificate..

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/calibration-technician@git:20260708.22efc41
Exact content
mdr add wonsukchoi/domain-experts/calibration-technician@sha256:e6ca52beab8eeb7d

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_snox7viy25rsetb3.svg)](https://markdownregistry.com/a/art_snox7viy25rsetb3)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260708.22efc41 latest2026-07-08 22efc41 21,036 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 (21036 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_snox7viy25rsetb3
GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/calibration-technician
GET https://markdownregistry.com/api/v1/blob/e6ca52beab8eeb7d34fb8c8f0d7e78806578087560e2ba706ebd58948fdfdd10

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