architecture-zoo SKILL.md skillA

architecture-zoo from aperivue/medsci-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aperivue/medsci-skills/architecture-zoo@git:20260930.e4f475f

Pins git:20260930.e4f475f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aperivue/medsci-skills
Path
skills/architecture-zoo/SKILL.md
Versions recorded
6
Latest version
git:20260930.e4f475f, committed Sep 30, 2026
First version recorded
Jun 28, 2026
Size
428 bytes
Repository stars
346
License
MIT

Renamed to /model-selection in v6 (removed in v7).

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

`/architecture-zoo` was renamed to `/model-selection` in v6.0; this redirect is removed in v7.
Run `/model-selection` now, passing the same arguments the user gave `/architecture-zoo`.
Start at `/model-selection` Phases 1–3 (choose a paper-grounded architecture family and write the decision note).

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aperivue/medsci-skills/architecture-zoo@sha256:393fd0a313f64a9e

The line at the top of this page pins the label git:20260930.e4f475f, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_wrencagzhnzfkisc.svg)](https://markdownregistry.com/a/art_wrencagzhnzfkisc)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Jun 28, 2026 and Sep 30, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
git:20260930.e4f475f latest2026-09-30 e4f475f 428 BA view · diff
git:20260725.4a662932026-07-25 4a66293 6,692 BA view · diff
git:20260725.12755d72026-07-25 12755d7 6,486 BA view · diff
git:20260725.58283ba2026-07-25 58283ba 6,381 BA view · diff
git:20260704.b2b6e422026-07-04 b2b6e42 6,094 BA view · diff
git:20260628.244e4152026-06-28 244e415 5,712 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (428 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

aperivue/medsci-skills · 346 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_wrencagzhnzfkisc
GET https://markdownregistry.com/api/v1/resolve?ref=aperivue/medsci-skills/architecture-zoo
GET https://markdownregistry.com/api/v1/blob/393fd0a313f64a9e80ffedc31b899b0cfc0ff23d1de76267e957becfd67bd120

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.

More from aperivue/medsci-skills

AGENTS.md AGENTS.md file
aperivue/medsci-skills · AGENTS.md
git:20260930.fd8f1e2 · audit A · 346 stars
CLAUDE.md CLAUDE.md file
aperivue/medsci-skills · CLAUDE.md
git:20261016.e6f0589 · audit A · 346 stars
academic-aio SKILL.md skill
aperivue/medsci-skills · skills/academic-aio/SKILL.md · Use when a medical AI paper should be found and cited by AI search engines and RAG tools. Optimizes the title…
git:20261003.182e0ff · audit A · 346 stars
add-journal SKILL.md skill
aperivue/medsci-skills · skills/add-journal/SKILL.md · Use when a target journal has no profile yet. Reads the journal's author guidelines and writes a detailed /write-paper…
git:20260930.c8ed96c · audit A · 346 stars
analyze-stats SKILL.md skill
aperivue/medsci-skills · skills/analyze-stats/SKILL.md · Use when data needs statistical analysis. Runs reproducible Python/R code for Table 1, diagnostic accuracy, agreement…
git:20261004.a78d7a4 · audit A · 346 stars
author-strategy SKILL.md skill
aperivue/medsci-skills · skills/author-strategy/SKILL.md · Use when analyzing a researcher's publication record from PubMed. Fetches an author's papers, classifies study types…
git:20261002.a99bcb0 · audit A · 346 stars
batch-cohort SKILL.md skill
aperivue/medsci-skills · skills/batch-cohort/SKILL.md · Use when one validated cohort analysis must be repeated across many exposure/outcome pairs. Generates one R/Python…
git:20261004.5b44a65 · audit A · 346 stars
calc-sample-size SKILL.md skill
aperivue/medsci-skills · skills/calc-sample-size/SKILL.md · Use when planning how many patients or cases a study needs before data collection (power analysis, IRB justification)…
git:20260930.c8ed96c · audit A · 346 stars
check-reporting SKILL.md skill
aperivue/medsci-skills · skills/check-reporting/SKILL.md · Use when auditing a manuscript item by item against a reporting guideline or risk-of-bias tool. Covers 49 reporting…
git:20261004.5cd6db2 · audit A · 346 stars
clean-data SKILL.md skill
aperivue/medsci-skills · skills/clean-data/SKILL.md · Use when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers…
git:20260930.c8ed96c · audit A · 346 stars
contribute SKILL.md skill
aperivue/medsci-skills · skills/contribute/SKILL.md · Use when sending local changes back to the project (an added journal profile, a fixed checklist item, an adapted skill)…
git:20261002.0985a27 · audit A · 346 stars
cross-national SKILL.md skill
aperivue/medsci-skills · skills/cross-national/SKILL.md · Use when comparing an exposure-outcome association across countries with parallel national surveys (KNHANES, NHANES…
git:20261002.4215513 · audit A · 346 stars

Every file in aperivue/medsci-skills

Browse by kind, by grade A, or by owner.