Pixel audit Agent Skill

Strict per-page visual-conformance audit at the verify phase — ONE page/route against a source of truth (Figma MCP nodes, or reference…

Context cost
8k tokensestimated from the bundle, loaded when it triggers
Bundle
10 files · 32.1 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—v0.1.1
Servers it uses
Noneruns standalone

What it does

Strict per-page visual-conformance audit at the verify phase — ONE page/route against a source of truth (Figma MCP nodes, or reference screens when no Figma exists). Captures a full-size pixel inventory, writes a MISSING-vs-EXTRA defect list, fixes node-by-node reusing the project's UI library (never inlining), and refuses to say "verified" until a hard element-level gate passes — served assets confirmed, getBoundingClientRect/computed-style proof, every in-scope state checked.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

designfigmamcp
Filed under

Design & Media

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md10.2 kB · preview
--- name: pixel-audit disable-model-invocation: true metadata: version: "0.1.1" ---
9# Pixel audit
10
11Audit **one page** against its source of truth, fix the mismatches, and prove each fix at the element level before claiming "verified". /design-system checks the whole library once at project start via its preview; this skill checks one product page during feature work — reference the project's library, never rebuild components here.
12
13## Inputs
14
15Infer from the request; interview only for what's missing:
16
17- **TARGET PROJECT-CODE** — full Project Matrix code; sets the stack idiom and UI library.
18- **SCOPE** — the single page/route plus the states to audit (list/detail, modals, forms, empty/error/loading, responsive breakpoints, theme variants such as light/dark when the source has them). **Scope is a hard boundary — never edit other pages, routes, or steps.**
19- **SOURCE OF TRUTH** — Figma node(s) via the Figma MCP companion, or reference screens / a reference implementation when no Figma exists. Name which is in use in the artifact. If neither is available, stop and ask — never audit against memory.
20- **Login / env** — local credentials only, if the page needs auth.
21
22## Load first
23
24- The target's binding context: GLOSSARY.md (legacy name CONTEXT.md) and specs/adr/.
25- The project's *-ui-coding skill if it exists — it owns the component catalog, tokens, and gotchas. **Reuse its components; never inline.** If absent, discover the tokens, library, and preview from /design-system's docs or the project code.
26
27## Process
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,488 words
Files10
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈210
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
7,815
on trigger
The instruction body and 9 supporting files, read only when the skill fires.
4.0%
of a 200k window
Ten skills this size would take about 40% of the window before you open a file.
050k100k150k200k context window

8k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

10 files, 32.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md10.2 kB
  • agents/openai.yaml0.1 kB
  • evals/baseline.md0.9 kB
  • evals/behavioral-results.md2.8 kB
  • evals/evals.json4.8 kB
  • evals/final.md2.3 kB
  • evals/README.md2.0 kB
  • evals/rubric.md2.2 kB
  • evals/test-cases.md2.7 kB
  • references/evidence-capture.md4.1 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 10 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Pixel audit · 8k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/pixel-audit/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/pixel-audit" ] && { [ ! -e .claude/skills/pixel-audit ] || { mv .claude/skills/pixel-audit "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/pixel-audit" .claude/skills/ && echo "Installed .claude/skills/pixel-audit"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add devarfeen/pixel-audit

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/pixel-audit/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/pixel-audit/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/pixel-audit" ] && { [ ! -e ~/.claude/skills/pixel-audit ] || { mv ~/.claude/skills/pixel-audit "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/pixel-audit" ~/.claude/skills/ && echo "Installed ~/.claude/skills/pixel-audit" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/pixel-audit/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version0.1.1
Publishedno release date on file
PriceFree
Referencedevarfeen/pixel-audit

Versions

v0.1.1 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v0.1.1
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v0.1.1 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

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