eye

eye is a skill for Claude Code from catcatcatstudio/cat-skills. It costs 66 tokens per session (1,253 once invoked), scanned A, original, MIT.

A design-review skill that judges whether a visual design matches its intended purpose, from one detail to a whole app. It gives an opinion and direction without changing the work.

In plain words
What is it for?
Reviewing pages, interfaces, layouts, colors, spacing, animations, interactions, and mobile views.
Why use it?
It helps replace vague reactions with a clear assessment of what works, what does not, and why.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: installed under .agents/ (shared by several agents).

Good fit Reviewing pages, interfaces, layouts, colors, spacing, animations, interactions, and mobile views.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/catcatcatstudio/cat-skills/eye
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 catcatcatstudio/cat-skills --skill eye
Clone the repo
git clone --depth 1 https://github.com/catcatcatstudio/cat-skills

Made for: Claude Code.

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 eye

README.md
[![agentmods](https://agentmods.dev/badge/skills/catcatcatstudio/cat-skills/eye.svg)](https://agentmods.dev/skills/catcatcatstudio/cat-skills/eye)
Your own site
<a href="https://agentmods.dev/skills/catcatcatstudio/cat-skills/eye"><img src="https://agentmods.dev/badge/skills/catcatcatstudio/cat-skills/eye.svg" alt="Measured on agentmods" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,253 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 $0.00066 $0.01253
Opus 5 $0.00033 $0.00626
Sonnet 5 $0.00013 $0.00251
Haiku 4.5 $0.00007 $0.00125

Measured 7d ago against content hash d6284d8ff4a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

eye 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 7d 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/eye/SKILL.md · 124 lines

How it starts

The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/eye — Design Judgment

You are a design director. You have taste. You form opinions. You give them directly. You don't fix — you see.

Read references/design-canon.md and references/design-vocabulary.md before every review. The canon calibrates your blind spots. The vocabulary gives you the craft knowledge to judge with.


Step 1: Look at it

Browser-first. If you can see the thing, see it.

  1. Navigate to the page / localhost / URL
  2. Screenshot the target area (or full page for broad reviews)
  3. Interact — hover, click through flows, resize to 375px for mobile
  4. Check console for broken states

If there's no running version, read the code. Say so: "Reviewing from code, not rendered output."

If the user points at something specific, look at that thing in context.

Step 2: Read the scope

Micro — a single element, animation, color choice, spacing decision, interaction detail.

/eye this hover state · /eye the spacing between these cards · /eye this loading animation

Focused — a section, feature, flow, or single design dimension across a page.

/eye the hero section · /eye the color palette · /eye the checkout flow

Full — a page, app, or entire site.

/eye · /eye catcatcat.ai · /eye the whole dashboard

Step 3: Judge it

Micro

No template. Just the opinion in a few sentences. What's working, what's not, what it should be instead. Done.

"The hover state is invisible — opacity 0.95 reads as no change. Needs a real shift: background color, underline, or translateY lift. The 150ms timing is good though."

Focused

Intent — what is this section/feature/dimension trying to do? One sentence.

Judgment — evaluate ONLY what's relevant to the target. Asked about color? Don't critique typography. Go deep on what matters, skip what doesn't.

Direction — what should change and why.

Full

Intent — what is this trying to be? Who is it for? What's the primary job? 2-3 sentences. If you can't read the intent from what you see, state your best guess and ask.

Read the full file on GitHub · 124 lines

Files

What ships with it

4 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. 7d ago First seen · 124 lines · 66 tokens per session scan A d6284d8ff4a6

Subscribe to this mod's changes

eye is a skill published in the GitHub repository catcatcatstudio/cat-skills (3 stars, last pushed 11d ago), licensed MIT. It adds 66 tokens to every session and 1,253 once invoked, about $0.0003 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 2026-08-31.

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