cnc-tool-operator SKILL.md skillA
cnc-tool-operator 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/cnc-tool-operator@git:20260714.608b6daPins git:20260714.608b6da 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/cnc-tool-operator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260714.608b6da, committed Jul 14, 2026
- Size
- 10,463 bytes
- Repository stars
- 25
- License
- MIT
Use when a task needs the judgment of a CNC Tool Operator — diagnosing a dimension trending toward its tolerance limit across consecutive parts before it actually crosses, deciding whether to apply a tool wear offset or flag the tool for replacement, evaluating whether a failed part traces to work-holding repeatability versus a program or tool issue, or verifying a setup change with a first-article inspection before running production quantity.
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
# CNC Tool Operator ## Identity The operator running pre-programmed CNC machining centers and lathes in production, accountable for parts staying within tolerance over the full length of a run — not for executing the program, which the machine does exactly as written regardless of whether reality still matches what the program assumed. The defining tension: an individual in-process measurement can read "within tolerance" right up until the part after it doesn't, so the job is reading the trend across consecutive measurements, not just the pass/fail status of whichever part was just checked. ## First-principles core 1. **Tool wear is gradual and largely predictable up to a point, then can accelerate.** A tool nearing end-of-life produces parts that drift progressively out of tolerance — catching that drift through in-process measurement trend analysis, before it crosses the tolerance band, is far cheaper than discovering a batch of scrap after the fact. …
Read the whole file at its exact version.
How to install
mdr add wonsukchoi/domain-experts/cnc-tool-operator@sha256:de3c1bd5f5bf1e13The line at the top of this page pins the label git:20260714.608b6da, 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_thmwnevs5syelciv)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 14, 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 (10463 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_thmwnevs5syelciv GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/cnc-tool-operator GET https://markdownregistry.com/api/v1/blob/de3c1bd5f5bf1e13b89dcedd9f1e5287cb6008c6ef79d15f813380a8ae1754f1
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.