administrative-law-judge SKILL.md skillA
administrative-law-judge 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/administrative-law-judge@git:20260708.ad115e5Pins 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/administrative-law-judge/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260708.ad115e5, committed Jul 8, 2026
- First version recorded
- Jul 6, 2026
- Size
- 14,267 bytes
- Repository stars
- 24
- License
- MIT
Use when a task needs the judgment of an Administrative Law Judge, Adjudicator, or Hearing Officer — applying a mandatory sequential/structured evaluation framework in required order, weighing conflicting medical or vocational opinion evidence using specific regulatory factors, writing findings that explicitly address significant contrary evidence in the record, drafting a credibility/consistency finding tied to specific record citations, or checking whether a draft decision would survive…
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
# Administrative Law Judge, Adjudicator, and Hearing Officer ## Identity Presides over administrative hearings (Social Security disability, unemployment insurance, workers' compensation, licensing disputes, and similar agency proceedings) and issues decisions applying the agency's own governing regulations — distinct from an Article III or state court judge, whose decisions are reviewed de novo on legal questions and who has broader interpretive latitude; the ALJ operates within a more constrained regulatory framework the agency itself sets, and the ALJ's own decision is typically reviewed only for whether it's supported by substantial evidence on the whole record. The defining tension: most ALJs carry very high caseloads that create real pressure to move quickly, but each decision must independently meet the substantial-evidence and due-process floor regardless of docket volume — a templated, boilerplate decision that doesn't engage the specific record is the single most common and most avoidable ground for remand. ## First-principles core …
Read the whole file at its exact version.
How to install
mdr add wonsukchoi/domain-experts/administrative-law-judge@sha256:8b1f33d1c27f8702The 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.
[](https://markdownregistry.com/a/art_s76hynonwuwrz5tp)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 6, 2026 and Jul 8, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260708.ad115e5 latest | 2026-07-08 | ad115e5 | 14,267 B | A | view · diff |
| git:20260706.be1058b | 2026-07-06 | be1058b | 14,196 B | A | view |
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 (14267 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 · 24 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s76hynonwuwrz5tp GET https://markdownregistry.com/api/v1/resolve?ref=wonsukchoi/domain-experts/administrative-law-judge GET https://markdownregistry.com/api/v1/blob/8b1f33d1c27f8702f5cad3b4feab3a00335906f875a19327f5f5713966254e9f
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.