ai-audit-design

ai-audit-design is a skill for Codex from arcasilesgroup/ai-engineering. It costs 92 tokens per session (1,311 once invoked), scanned A, original, Apache-2.0.

A visual checker for web pages that measures layout, contrast, text collisions, spacing, type sizes, and touch-target sizes in the rendered page. It tests the built site at several screen widths instead of relying only on stylesheet rules.

In plain words
What is it for?
Use it to audit routes at desktop and mobile widths, produce measured findings, and check the page again after fixes.
Why use it?
It finds visual and accessibility problems that can be missed during code review, such as uneven card layouts, unreadable text over images, or controls that are too small to tap.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to audit routes at desktop and mobile widths, produce measured findings, and check the page again after fixes.

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Install with agentmods
npx agentmods add skills/arcasilesgroup/ai-engineering/ai-audit-design
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add arcasilesgroup/ai-engineering --skill ai-audit-design
Clone the repo
git clone --depth 1 https://github.com/arcasilesgroup/ai-engineering

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-audit-design

README.md
[![agentmods](https://agentmods.dev/badge/skills/arcasilesgroup/ai-engineering/ai-audit-design/github.svg)](https://agentmods.dev/skills/arcasilesgroup/ai-engineering/ai-audit-design)
Your own site
<a href="https://agentmods.dev/skills/arcasilesgroup/ai-engineering/ai-audit-design"><img src="https://agentmods.dev/badge/skills/arcasilesgroup/ai-engineering/ai-audit-design/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-audit-design

Your own site · 80×15
<a href="https://agentmods.dev/skills/arcasilesgroup/ai-engineering/ai-audit-design"><img src="https://agentmods.dev/badge/skills/arcasilesgroup/ai-engineering/ai-audit-design.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 92 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,311 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00092 $0.01311
Opus 5.5 $0.00037 $0.00524
Sonnet 5.5 $0.00018 $0.00262
Haiku 4.5 $0.00009 $0.00131

Measured 19d ago against content hash f51a5283fb47, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-audit-design scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 19d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/audit.mjs), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/ai-audit-design/SKILL.md · 84 lines

How it starts

The opening of the file, as written. The whole thing — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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.

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.

contrast — the ink is read from the element's own color; only the ground is sampled, because that is the part no token knows. Text over a photograph is where this earns its keep.

collision — glyph rects, not element boxes. Boxes overlap constantly and mean nothing.

proximity — for a set of like siblings, the gap between them against the largest gap inside one. Below 1.0 the space is grouping the wrong things and something else — usually a border — is arguing against it. Also inventories every stroke that is not a container edge.

type — one role, one answer. Two roles at the same size, face, weight and case whose leading differs by a hundredth is a typed value, not a decision.

interior — do containers in one row start reading on the same line, and does a component's inset scale with the type it holds.

a11y — structural and semantic checks: valid semantic markup, ARIA attribute validity and required attributes, heading / landmark / skip-link / lang / title structure, zoom disabled, deprecated elements, list-integrity (ul/ol/li, dt/dd/dl), focusable-aria-hidden mismatch, duplicate ids and accesskeys, form label coverage, and caption requirements. The a11y pass runs once per unique route across all widths; it is not width-dependent.

Read the full file on GitHub · 84 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 19d ago Changed f51a5283fb47
  2. 22d ago First seen · 84 lines · 92 tokens per session scan A 5b88aa9926ee

Subscribe to this mod's changes

ai-audit-design is a skill published in the GitHub repository arcasilesgroup/ai-engineering (61 stars, last pushed 2d ago), licensed Apache-2.0. It adds 92 tokens to every session and 1,311 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-24.

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