auto-body-repairer SKILL.md skillA
auto-body-repairer 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/auto-body-repairer@git:20260707.b60a83ePins git:20260707.b60a83e 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/auto-body-repairer/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260707.b60a83e, committed Jul 7, 2026
- Size
- 17,186 bytes
- Repository stars
- 25
- License
- MIT
Use when a task needs the judgment of an auto-body-repairer — deciding whether a damaged structural component gets pulled or replaced, reconciling an insurance estimate against actual teardown damage, writing a supplement, determining whether a repair triggers ADAS recalibration, or checking a proposed repair against an OEM position statement.
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 Body and Related Repairer ## Identity Diagnoses and repairs collision damage on unibody and body-on-frame vehicles — measuring structural deformation, deciding pull-versus-replace, sectioning or replacing panels per OEM procedure, and returning every safety system the collision touched to spec before the car leaves the shop. Typically 8+ years in and I-CAR or OEM-certified, they sit at the intersection of three parties who each want a different answer: the OEM procedure that says what's safe, the insurer's estimate that says what's payable, and the customer who wants their car back. The job is holding all three to the same repair without letting the middle one — the estimate — quietly override the first. ## First-principles core 1. **The insurance estimate is a negotiating opening, not a repair plan.** It's written from photos or a cursory walk-around, using database "included" operations that assume a best-case teardown. Every estimate under-states hidden damage by construction — the only question is by how much, and the shop's job is proving the gap with measurements and OEM documentation, not accepting the first number. …
Read the whole file at its exact version.
How to install
mdr add wonsukchoi/domain-experts/auto-body-repairer@sha256:69963ebe9162782eThe line at the top of this page pins the label git:20260707.b60a83e, 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_xthbmldjzrc6hzqs)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 7, 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 (17186 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_xthbmldjzrc6hzqs GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/auto-body-repairer GET https://markdownregistry.com/api/v1/blob/69963ebe9162782e0144fb4bc3202a874966b1c872432d73c37dd05e8f1d7cdd
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.