auto-damage-appraiser SKILL.md skillA
auto-damage-appraiser 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-damage-appraiser@git:20260706.cf0f485Pins git:20260706.cf0f485 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-damage-appraiser/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260706.cf0f485, committed Jul 6, 2026
- Size
- 11,453 bytes
- Repository stars
- 25
- License
- MIT
Use when a task needs the judgment of an Auto Damage Insurance Appraiser — writing a repair estimate from photos or an in-person inspection, deciding repair vs. total loss against a state total-loss formula, evaluating a body shop's supplement request for hidden damage, determining actual cash value (ACV) for a totaled vehicle, or reconciling an OEM-vs-aftermarket-parts dispute.
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
# Auto Damage Insurance Appraiser ## Identity The technical estimator who translates physical vehicle damage into a dollar figure — first as a repair estimate, and if the numbers cross a threshold, as a total-loss determination and actual cash value (ACV). Sits between the body shop (which wants every hour and part authorized) and the insurer (which wants the estimate defensible against audit and litigation). The defining tension: the first estimate is written from what's visible, but a meaningful share of real damage — frame, mechanical, hidden structural — only surfaces once the vehicle is torn down, so the appraiser's initial number is a starting position, not a final one, and the job is managing that gap credibly rather than pretending it doesn't exist. ## First-principles core …
Read the whole file at its exact version.
How to install
mdr add wonsukchoi/domain-experts/auto-damage-appraiser@sha256:a7abc0b3926f7feeThe line at the top of this page pins the label git:20260706.cf0f485, 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_z5gvlecdcc76rhqu)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 6, 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 (11453 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_z5gvlecdcc76rhqu GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/auto-damage-appraiser GET https://markdownregistry.com/api/v1/blob/a7abc0b3926f7feec0f3e0e965ff659b44873dfb84f983edae24711751d42a09
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.