Home / arcasilesgroup / ai-engineering · skills/ai-audit-design/SKILL.md · GitHub

ai-audit-design skillB

ai-audit-design is agent-read markdown (skill) from arcasilesgroup/ai-engineering: Use when a web interface needs its visual defects found and fixed with measurements rather than opinions — misaligned rows, ragged card interiors, touch targets, rendered contrast over gradients and images, text printing over text, Gestalt proximity, divider lines that should be space, and type-scale drift — measured in a real browser across widths, and proved unchanged afterwards. Not for electing a lead or sequencing design work — use /ai-design..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# ai-audit-design

A stylesheet is a claim. A painted pixel is the evidence. Everything here measures the second, because the defects that survive review are exactly the ones no declaration predicts: contrast against a gradient with grain over it, a row whose two cards start reading 68px apart, a label printing over another label at 320px, a card grid that groups the wrong things.

Serve the **built** output and point the audit at it. A dev server with hot reload measures a page nobody visits.

```bash
node scripts/audit.mjs --base http://127.0.0.1:4399 \
  --routes / /about /projects --widths 320 390 820 1440
```

`--checks` selects passes (`geometry contrast collision proximity type interior a11y`); `--aa` relaxes the contrast target from AAA to AA; `--json out.json` writes findings and text anchors. Run it before touching anything.

## What each pass is asking

**geometry** — does the page fit, can a thumb hit it, does a heading follow the one above it. Sub-pixel borders on a pill radius, images shipping more resolution than their box can use, missing dimensions.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add arcasilesgroup/ai-engineering/ai-audit-design@git:20260923.5be86d2
Exact content
mdr add arcasilesgroup/ai-engineering/ai-audit-design@sha256:5b88aa9926eece55

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

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Versions

versioncommittedcommitsizeaudit
git:20260923.5be86d2 latest2026-09-23 5be86d2 5,723 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: No link to a raw IP address (matched: http://127.0.0.1:4399)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5723 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 script tag

Source

GitHub

arcasilesgroup/ai-engineering · 58 stars · license Apache-2.0 · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_erp4nlidvhox3qb4
GET https://markdownregistry.com/api/v1/resolve?ref=arcasilesgroup/ai-engineering/ai-audit-design
GET https://markdownregistry.com/api/v1/blob/5b88aa9926eece5537d27193dce85beae66127e59778a6a52925cec630606264

Your agent 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.

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