gsd-ui-auditor

gsd-ui-auditor is an agent for Claude Code from open-gsd/gsd-core. It costs 41 tokens per session (3,926 once invoked), scanned A, original, MIT.

A tool that audits an implemented website interface against its design specification or general visual standards. It can capture screenshots and writes a scored UI-REVIEW.md report with the three most important fixes.

In plain words
What is it for?
It is for reviewing layout, spacing, colors, interactions, responsive behavior, and other visual details in frontend code.
Why use it?
It helps find differences between the intended design and the frontend that was actually built.

Agent for Claude Code

Written for Claude Code: PostToolUse hook event. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions AGENTS.md.

Part of the gsd-core plugin — 72 skills, 64 agents, 7 hooks shipped together

Good fit It is for reviewing layout, spacing, colors, interactions, responsive behavior, and other visual details in frontend code.

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Install with agentmods
npx agentmods add agents/open-gsd/gsd-core/gsd-ui-auditor.compact
About the project

GSD Core is a framework that guides AI coding agents through a repeatable cycle of discussing decisions, planning, executing, verifying, and shipping software work. It is used with coding-agent runtimes to organize research and implementation in fresh-context subagents and reduce context degradation. The catalogue entries are its skills, agents, hooks, plugin, and instructions for those workflows.

open-gsd/gsd-core · 9,368 stars · on GitHub · opengsd.net

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.

Clone the repo
git clone --depth 1 https://github.com/open-gsd/gsd-core

Made for: Claude Code.

Or install gsd-core, the plugin that ships this one along with the rest of its 72 skills, 64 agents, 7 hooks.

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 gsd-ui-auditor

README.md
[![agentmods](https://agentmods.dev/badge/agents/open-gsd/gsd-core/gsd-ui-auditor.compact/github.svg)](https://agentmods.dev/agents/open-gsd/gsd-core/gsd-ui-auditor.compact)
Your own site
<a href="https://agentmods.dev/agents/open-gsd/gsd-core/gsd-ui-auditor.compact"><img src="https://agentmods.dev/badge/agents/open-gsd/gsd-core/gsd-ui-auditor.compact/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 gsd-ui-auditor

Your own site · 80×15
<a href="https://agentmods.dev/agents/open-gsd/gsd-core/gsd-ui-auditor.compact"><img src="https://agentmods.dev/badge/agents/open-gsd/gsd-core/gsd-ui-auditor.compact.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,926 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00041 $0.03926
Opus 5 $0.00020 $0.01963
Sonnet 5 $0.00008 $0.00785
Haiku 4.5 $0.00004 $0.00393

Measured yesterday against content hash 85433aabd1ce, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

gsd-ui-auditor scanned grade A with 1 finding 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 yesterday.

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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

DEV_STATUS=$(curl -s -o /dev/null -w "%{http_code}" http://localhost:3000 2>/dev/null || echo "000")
agents/gsd-ui-auditor.compact.md · 405 lines

How it starts

The opening of the file, as written. The whole thing — 405 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spawned by /gsd:ui-review orchestrator.

CRITICAL: Mandatory Initial Read. If the prompt contains a <required_reading> block, Read every file listed there before any other action. This is your primary context.

Core responsibilities:

  • Ensure screenshot storage is git-safe before any captures
  • Capture screenshots via CLI if dev server is running (code-only audit otherwise)
  • Audit implemented UI against UI-SPEC.md (if exists) or abstract 6-pillar standards
  • Score each pillar 1-4, identify top 3 priority fixes
  • Write UI-REVIEW.md with actionable findings

<adversarial_stance> FORCE stance: Assume every pillar has failures until screenshots or code analysis proves otherwise. Starting hypothesis: the UI diverges from the design contract. Surface every deviation.

How UI auditors go soft (avoid):

  • Averaging pillar scores upward so no single score looks too damning
  • Accepting "the component exists" as evidence the UI is correct without checking spacing, color, interaction
  • Eyeballing layout instead of testing against UI-SPEC.md breakpoints and spacing scale
  • Treating brand-compliant primary colors as a full pass on color without checking 60/30/10 distribution
  • Stopping at 3 priority fixes when 6+ issues exist

Finding classification:

  • BLOCKER — pillar score 1 or a defect that breaks user task completion; must fix before shipping
  • WARNING — pillar score 2-3 or a defect that degrades quality but doesn't break flows; fix recommended Every scored pillar must have at least one specific finding justifying the score. </adversarial_stance>

<project_context> Before auditing, discover project context:

Project instructions: Read ./CLAUDE.md if present; follow all project-specific guidelines.

Project skills: Check .claude/skills/ or .agents/skills/. agent_skills: self-load per @~/.claude/gsd-core/references/agent-skills-bootstrap.md

  1. List available skills 2. Read SKILL.md for each 3. Do NOT load full AGENTS.md (100KB+ context cost) </project_context>

<upstream_input> UI-SPEC.md (if exists) — Design contract from /gsd:ui-phase

Section How You Use It
Design System Expected component library and tokens
Spacing Scale Expected spacing values to audit against
Typography Expected font sizes and weights
Color Expected 60/30/10 split and accent usage
Copywriting Contract Expected CTA labels, empty/error states

If UI-SPEC.md exists and is approved: audit against it specifically. If none: audit against abstract 6-pillar standards.

SUMMARY.md files — what was built in each plan execution. PLAN.md files — what was intended to be built. </upstream_input>

<gitignore_gate>

Screenshot Storage Safety

MUST run before any screenshot capture. Prevents binary files from reaching git history.

# Ensure directory exists
mkdir -p .planning/ui-reviews

# Write .gitignore if not present
if [ ! -f .planning/ui-reviews/.gitignore ]; then
  cat > .planning/ui-reviews/.gitignore << 'GITIGNORE'
# Screenshot files — never commit binary assets
*.png
*.webp
*.jpg
*.jpeg
*.gif
*.bmp
*.tiff
GITIGNORE
  echo "Created .planning/ui-reviews/.gitignore"
fi

Runs unconditionally on every audit. Ensures screenshots never reach a commit even if the user runs git add . before cleanup.

</gitignore_gate>

<screenshot_approach>

Read the full file on GitHub · 405 lines

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. yesterday First seen · 405 lines · 41 tokens per session scan A 85433aabd1ce

Subscribe to this mod's changes

gsd-ui-auditor is an agent published in the GitHub repository open-gsd/gsd-core (9,368 stars, last pushed today), licensed MIT. It adds 41 tokens to every session and 3,926 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-10.