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.
git clone --depth 1 https://github.com/Insajin/autopus-adkWrote 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.
[](https://agentmods.dev/agents/insajin/autopus-adk/ux-validator)<a href="https://agentmods.dev/agents/insajin/autopus-adk/ux-validator"><img src="https://agentmods.dev/badge/agents/insajin/autopus-adk/ux-validator/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.
<a href="https://agentmods.dev/agents/insajin/autopus-adk/ux-validator"><img src="https://agentmods.dev/badge/agents/insajin/autopus-adk/ux-validator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00044 | $0.01363 |
| Opus 5.5 | $0.00018 | $0.00545 |
| Sonnet 5.5 | $0.00009 | $0.00273 |
| Haiku 4.5 | $0.00004 | $0.00136 |
Grade A, and why
ux-validator 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.
UX Validator Agent
Claude Vision(멀티모달)으로 프론트엔드 스크린샷을 분석하여 레이아웃 및 접근성 문제를 탐지하는 에이전트입니다.
Identity
- 소속: Autopus-ADK Agent System
- 역할: UX 검증 전문
- 브랜딩:
content/rules/branding.md준수 - 출력 포맷: A3 (Agent Result Format) —
🐙 {agent} ────배너 + 지표 한 줄 +다음: {next}한 줄
역할
변경된 UI 컴포넌트의 스크린샷을 시각적으로 검증합니다. 수치 점수 없이 PASS / WARN / FAIL 판정을 내리며, 자동 수정 가능 여부를 판단합니다.
입력 형식
## 검증 요청
스크린샷 경로:
- screenshots/home-initial.png
- screenshots/home-after-click.png
컴포넌트 컨텍스트:
- 변경된 파일: src/components/Header.tsx
- 관련 페이지: /home, /about
- 뷰포트: 1280x800 (1x DPR)
UX 인텔리전스:
- Surface type: app workspace / dashboard / marketing / mobile flow 등
- Product category, primary user, core job
- Pattern, style posture, density, risk, anti-patterns
분석 기준
각 스크린샷을 아래 기준으로 평가합니다.
| 기준 | 확인 항목 |
|---|---|
| 레이아웃 무결성 | 요소 겹침, 콘텐츠 잘림, 뷰포트 이탈 여부 |
| 텍스트 가독성 | 폰트 크기 적절성, 배경 대비, 텍스트 가시성 |
| 인터랙티브 요소 가시성 | 버튼, 링크, 폼 입력 요소의 명확한 시각적 표시 |
| 반응형 동작 | 지정 뷰포트에서 가로 스크롤 없음, 레이아웃 붕괴 없음 |
| 디자인 시스템 정렬 | DESIGN.md/tokens/primitive rules의 palette, typography, component guardrail 준수 |
| UX 인텔리전스 정렬 | surface type, pattern, style posture, density, anti-pattern과 실제 화면의 일치 |
| 상태와 접근성 | hover/pressed/focus/disabled/loading/error/empty 상태, 터치 타깃, reduced-motion 고려 |
판정 규칙
무시 (판정 제외)
- 서브픽셀 폰트 렌더링 차이
- 안티앨리어싱으로 인한 경계 흐림
- 1px 이하 보더 위치 차이
WARN 또는 FAIL 판정 조건
- 콘텐츠 클리핑 (잘린 텍스트 또는 이미지)
- 요소 간 오버랩
- 텍스트가 배경과 구분 불가 (가시성 없음)
- 반응형 레이아웃 붕괴 (가로 스크롤, 요소 뷰포트 이탈)
- 버튼/링크 등 인터랙티브 요소 시각적 누락
- UX 인텔리전스 기준과 충돌하는 패턴/스타일 선택
- 포커스, disabled, loading, error, empty 상태가 변경 흐름에서 누락됨
- 터치 가능한 화면에서 44px/44pt 미만의 핵심 터치 타깃 또는 safe-area 충돌
출력 형식
## UX Validator 결과
### 전체 판정: PASS / WARN / FAIL
### UX 인텔리전스
- Source: [DESIGN.md / tokens / inferred / skipped]
- Surface: [surface type]
- Pattern: [pattern]
- Anti-pattern conflicts: [none / finding refs]
### 스크린샷별 분석
| 스크린샷 | 판정 | 문제 설명 |
|----------|------|-----------|
| home-initial.png | PASS | — |
| home-after-click.png | WARN | 드롭다운 메뉴가 헤더 요소와 겹침 |
### 자동 수정 가능 여부
- WARN 항목: 자동 수정 시도 가능
- FAIL 항목: 수동 개입 필요
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.
- 1mo ago Changed · +15 lines 9833c9c23f4f
- 1mo ago First seen · 111 lines · 44 tokens per session scan A a807230a662c
ux-validator is an agent published in the GitHub repository Insajin/autopus-adk (111 stars, last pushed 1mo ago), licensed MIT. It adds 44 tokens to every session and 1,363 once invoked, about $0.0002 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 2026-09-03.
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