audit-ai-frontend

audit-ai-frontend is a skill for Codex from jxnl/dots. It costs 117 tokens per session (1,080 once invoked), scanned A, original, no licence file.

A review workflow for AI-generated or AI-influenced frontend code, user-interface screenshots, and design changes. It examines component structure, responsive behavior, accessibility, and consistency with a design system.

In plain words
What is it for?
Use it to audit screens, improve React, Tailwind, or shadcn UI code, create reusable component interfaces, and review design differences.
Why use it?
It helps find repeated UI code, poor behavior on different screen sizes, accessibility problems, and visual inconsistencies before they reach users.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to audit screens, improve React, Tailwind, or shadcn UI code, create reusable component interfaces, and review design differences.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jxnl/dots/audit-ai-frontend
View source ↗ jxnl/dots
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 jxnl/dots --skill audit-ai-frontend
Clone the repo
git clone --depth 1 https://github.com/jxnl/dots

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 audit-ai-frontend

README.md
[![agentmods](https://agentmods.dev/badge/skills/jxnl/dots/audit-ai-frontend/github.svg)](https://agentmods.dev/skills/jxnl/dots/audit-ai-frontend)
Your own site
<a href="https://agentmods.dev/skills/jxnl/dots/audit-ai-frontend"><img src="https://agentmods.dev/badge/skills/jxnl/dots/audit-ai-frontend/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 audit-ai-frontend

Your own site · 80×15
<a href="https://agentmods.dev/skills/jxnl/dots/audit-ai-frontend"><img src="https://agentmods.dev/badge/skills/jxnl/dots/audit-ai-frontend.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 117 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,080 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 unknown 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 $0.00117 $0.01080
Opus 5 $0.00059 $0.00540
Sonnet 5 $0.00023 $0.00216
Haiku 4.5 $0.00012 $0.00108

Measured 9d ago against content hash 24ed7fffecae, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

audit-ai-frontend 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 9d ago.

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.

agents/skills/audit-ai-frontend/SKILL.md · 76 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 9d ago First seen · 76 lines · 117 tokens per session scan A 24ed7fffecae

Subscribe to this mod's changes

audit-ai-frontend is a skill published in the GitHub repository jxnl/dots (277 stars, last pushed 1mo ago), with no licence file. It adds 117 tokens to every session and 1,080 once invoked, about $0.0006 per session on Opus 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 2026-08-30.

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