Design Dna
zanwei/design-dna
Extract, define, and apply design DNA across three dimensions: design system (tokens), design style (qualitative feel), and visual effects (Canvas, WebGL, 3D, particles, shaders, scroll effects…
실제 제품 route의 UI·UX copy를 검사해 제품 맥락 없이 반복된 생성형 기본 패턴, 브랜드 근거 없는 장식, 카드·그라데이션·아이콘 타일 남용, 번역투와 추상 카피를 rule ID와 line ref로 진단한다.
Install Omd Slop Audit
$ npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kwakseongjae/oh-my-design omd-slop-audit --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/kwakseongjae/oh-my-design.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/omd-slop-audit .claude/skills/omd-slop-audit && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "omd-slop-audit" agent skill from https://github.com/kwakseongjae/oh-my-design/tree/main/skills/omd-slop-audit into .claude/skills/omd-slop-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "omd-slop-audit", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/kwakseongjae/oh-my-design/tree/main/skills/omd-slop-auditType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kwakseongjae/oh-my-design omd-slop-audit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kwakseongjae/oh-my-design.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/omd-slop-audit .agents/skills/omd-slop-audit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "omd-slop-audit" agent skill from https://github.com/kwakseongjae/oh-my-design/tree/main/skills/omd-slop-audit into .agents/skills/omd-slop-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "omd-slop-audit", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kwakseongjae/oh-my-design omd-slop-audit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kwakseongjae/oh-my-design.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/omd-slop-audit .cursor/skills/omd-slop-audit && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "omd-slop-audit" agent skill from https://github.com/kwakseongjae/oh-my-design/tree/main/skills/omd-slop-audit into .cursor/skills/omd-slop-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "omd-slop-audit", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/kwakseongjae/oh-my-design.git --path skills/omd-slop-audit--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kwakseongjae/oh-my-design omd-slop-audit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kwakseongjae/oh-my-design.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/omd-slop-audit .gemini/skills/omd-slop-audit && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "omd-slop-audit" agent skill from https://github.com/kwakseongjae/oh-my-design/tree/main/skills/omd-slop-audit into .gemini/skills/omd-slop-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "omd-slop-audit", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install kwakseongjae/oh-my-design omd-slop-auditInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kwakseongjae/oh-my-design.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/omd-slop-audit .github/skills/omd-slop-audit && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "omd-slop-audit" agent skill from https://github.com/kwakseongjae/oh-my-design/tree/main/skills/omd-slop-audit into .github/skills/omd-slop-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "omd-slop-audit", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kwakseongjae/oh-my-design omd-slop-audit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kwakseongjae/oh-my-design.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/omd-slop-audit .opencode/skills/omd-slop-audit && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "omd-slop-audit" agent skill from https://github.com/kwakseongjae/oh-my-design/tree/main/skills/omd-slop-audit into .opencode/skills/omd-slop-audit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "omd-slop-audit", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
omd-slop-audit- GitHub stars
- 533
- Token cost
- ~1.1k tokens
- SKILL.md length
- 561 words
- Files
- 4 (incl. references)
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- MIT
At a glance
실제 제품 route의 UI·UX copy를 검사해 제품 맥락 없이 반복된 생성형 기본 패턴, 브랜드 근거 없는 장식, 카드·그라데이션·아이콘 타일 남용, 번역투와 추상 카피를 rule ID와 line ref로 진단한다.
- Works in 3 steps: Slop cluster → General quality → Preference
- Tasks that involve UI design
- SKILL.md covers 모드, 시작 전에 읽을 것, 세 가지 판정 축 and 열 가지 review lens, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Omd Slop Audit is an agent skill from kwakseongjae/oh-my-design. 실제 제품 route의 UI·UX copy를 검사해 제품 맥락 없이 반복된 생성형 기본 패턴, 브랜드 근거 없는 장식, 카드·그라데이션·아이콘 타일 남용, 번역투와 추상 카피를 rule ID와 line ref로 진단한다. 'AI slop 잡아줘', '템플릿 같아', '왜 AI가 만든 화면 같지?', 'anti-slop audit' 요청에 사용한다. 접근성 오류와 취향 차이를 별도 등급으로 구분한다.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/pattern-catalog.md` and `references/sources.md`).
It sits in Frontend & Design, covering UI design, Humanizing AI text and Design tokens. The repository describes itself as: Give your AI coding agent a design system. One command installs 500+ quality-graded company DESIGN.md references + skills into Claude Code, Codex, Cursor, and OpenCode. Free… The licence is MIT.
When your agent uses it
- Tasks that involve UI design
- Tasks that involve Humanizing AI text
- Tasks that involve Design tokens
Example prompts
- “AI slop 잡아줘”
- “왜 AI가 만든 화면 같지?”
- “anti-slop audit”
- “/omd-slop-audit”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit c0ec438. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Omd Slop Audit loads about 1.1k tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 561 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from kwakseongjae/oh-my-design at commit c0ec438, republished under its MIT licence (© kwakseongjae). 561 words, ~1,051 tokens.
Download SKILL.mdSave it as
.claude/skills/omd-slop-audit/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- omd-slop-audit
- description
- 실제 제품 route의 UI·UX copy를 검사해 제품 맥락 없이 반복된 생성형 기본 패턴, 브랜드 근거 없는 장식, 카드·그라데이션·아이콘 타일 남용, 번역투와 추상 카피를 rule ID와 line ref로 진단한다. 'AI slop 잡아줘', '템플릿 같아', '왜 AI가 만든 화면 같지?', 'anti-slop audit' 요청에 사용한다. 접근성 오류와 취향 차이를 별도 등급으로 구분한다.
omd:slop-audit
OmD에서 AI slop은 “AI가 만든 화면”이라는 출처 판정이 아니다. 제품의 목적·콘텐츠·브랜드 근거 대신, 생성 도구가 자주 꺼내는 구조와 문구가 반복되어 서로 다른 제품이 같은 화면처럼 수렴한 상태를 뜻한다.
보라색, 카드, 둥근 모서리, 그라데이션은 죄가 없다. DESIGN.md와 콘텐츠가 요구하면 그대로 둔다. 문제는 이유 없이 여러 기본 패턴이 한 화면에 겹치고, 그 결과 위계·신뢰·사용성이 약해질 때다.
모드
AUDIT— 코드와 실제 route를 읽고 근거가 있는 finding만 작성APPLY— 사용자가 수정까지 요청한 경우omd:apply계약으로 BLOCK/WARN을 고친 뒤 같은 route에서 재검증COMPARE— 같은 콘텐츠의 before/after specimen과 rule 설명을 만든다. 제품 기능을 새로 꾸미지 않는다.
시작 전에 읽을 것
- 프로젝트
DESIGN.md전체와.omd/preferences.md - 실제 사용자 journey와 대상 route
references/pattern-catalog.md- 출처·라이선스 경계가 필요하면
references/sources.md
판정 우선순위는 사용자 의도 > DESIGN.md > 실제 제품 정보 구조 > 접근성·플랫폼 요구 > slop taxonomy다.
세 가지 판정 축
1. Slop cluster
제품 맥락 없는 기본 패턴이 같은 화면에서 둘 이상 겹치고, 정보 위계나 브랜드 구별성을 약하게 만든다. SLOP 배지를 쓴다.
2. General quality
대비, overflow, focus, heading 순서, target size, 성능처럼 출처와 무관한 결함이다. QUALITY로 분리한다. 접근성 오류를 “AI 느낌”이라고 부르지 않는다.
3. Preference
브랜드 또는 사용자가 합리적으로 선택할 수 있는 미감 차이다. FYI만 허용한다. 취향을 결함으로 승격하지 않는다.
열 가지 review lens
감사 범위가 일부 유행 요소에만 갇히지 않도록 다음 순서로 훑는다.
- Hierarchy — 첫 시선과 핵심 행동이 제품 우선순위와 일치하는가
- Containers — 각 card·panel이 실제 entity·action·selection·layer 경계인가
- Typography — scan·read·compare·operate 중 화면 과업에 맞는 measure·scale·pace인가
- Color and depth — accent·status·selection·elevation 역할이 분리되는가
- Evidence — 실제 workflow·asset·data·state가 generic decoration보다 앞서는가
- Density — group 안과 group 사이의 간격이 다르고 과업에 맞는가
- States — empty·loading·error·permission·long content·success가 포함되는가
- Responsive composition — desktop을 축소하는 대신 viewport별 우선순위를 다시 구성하는가
- Motion — feedback·origin·continuity·space를 설명하며 중단·reduced motion을 지원하는가
- Interaction contract — control의 label·appearance·state·result가 같은 약속을 지키는가
이 목록은 미니멀리즘을 강요하지 않는다. expressive editorial, dense product tool, focused service flow 모두 brief와 실행 근거가 있으면 유효하다.
Show full SKILL.md (259 more words)Show less
실행 절차
- Design read — 화면 종류, 독자, 핵심 행동, 보존할 동작, 브랜드 근거를 2–4문장으로 정리한다.
- 정적 검사 — DOM/CSS/JSX에서 결정론적으로 확인 가능한 selector, token, 중첩, 반복, line ref를 수집한다.
- 실제 route 검사 — 데스크톱과 모바일에서 정보 순서, 상태, overflow, 상호작용, console, 접근성을 본다.
- 문맥 판정 — 단일 패턴을 금지하지 말고 반복 빈도, 이웃 패턴, DESIGN.md 근거, 콘텐츠 역할을 함께 본다.
- 최소 처방 — 전체를 새 테마로 바꾸지 않는다. 가장 큰 cluster를 깨는 1–3개 수정부터 제안한다.
- 재검증 — 수정 전과 같은 route·viewport·행동에서 비교한다. 새로운 generic UI를 추가해 기존 slop을 가리지 않는다.
finding 형식
### [WARN · SLOP] UI-LAYOUT-03 · 모든 내용을 같은 카드로 분절
- 위치: `components/Overview.tsx:84`
- 화면 근거: `/docs/ko` desktop에서 11개 섹션 중 9개가 같은 radius·padding·border 카드
- 문맥: 문서의 읽기 순서보다 컨테이너 반복이 먼저 보임
- 예외 확인: DESIGN.md는 card-heavy dashboard를 요구하지 않음
- 수정: 절차는 열린 목록, 결과 예시는 비교 surface로 바꾸고 실제 독립 개체만 카드 유지
- 검증: heading 순서, 모바일 overflow, 기존 링크 동작을 같은 route에서 재확인severity는 다음처럼 쓴다.
- BLOCK · QUALITY — 접근성·동작·overflow·사실성·DESIGN.md 위반
- WARN · SLOP — 근거 없는 패턴 cluster가 위계·신뢰·구별성을 약화
- FYI · PREFERENCE — 대안은 있으나 제품 요구 안에서 유효한 선택
합산 “taste score”, AI 확률, 근거 없는 100점 만점은 만들지 않는다. finding 수와 해결 여부가 정본이다.
APPLY 가드레일
- 사용자-facing creation funnel이면 Home →
/builder→ 선택 → preview에서 검증한다. /reference/[id]만 보고 builder 작업을 완료하지 않는다.- 기존 route, 데이터 흐름, 필드명, 카피, 상태를 보존하라는 요청을 최우선으로 둔다.
- 새 token은 DESIGN.md 확장 승인 없이 만들지 않는다.
- 이미지·아이콘·motion은 제품 목적이 있을 때만 추가하고 reduced-motion·alt·fallback을 함께 다룬다.
- 수정이 끝나면
omd:designer-review,omd:feel, 접근성 검사와 역할이 겹치는 finding을 중복 보고하지 않는다.
다른 OmD 역할과의 관계
omd:designer-review: 브랜드 토큰과 시각 일관성omd:feel: motion·target·contrast·CLS 같은 측정 가능한 interface detailomd:humanize: locale별 문장과 UX copy 후편집omd:slop-audit: 제품 맥락 없는 패턴 수렴과 cluster
금지
- 특정 색·폰트·radius·카드 하나만으로 slop 판정
- “AI가 썼다”거나 작성자를 추정하는 표현
- 모든 화면을 비대칭·Awwwards·dark-tech 스타일로 교체
- line ref, route evidence, DESIGN.md 예외 확인 없는 finding
- 디자인 문제와 접근성 오류를 하나의 취향 점수로 합치기
- 실제 제품 상태를 보지 않고 정적 스크린샷만으로 완료하기
© kwakseongjae, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (references) in skills/omd-slop-audit of kwakseongjae/oh-my-design.
- SKILL.md
- agents/openai.yaml
- references/pattern-catalog.md
- references/sources.md
Open the folder on GitHubat commit c0ec438
Compare with similar skills
Omd Slop Audit next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Omd Slop Audit this skillkwakseongjae/oh-my-design | 533 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Design Dnazanwei/design-dna | 1.9k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Figma Design to Codewarpdotdev/warp | 65k | 4 repos | ~2.9k | Automated safety check: Pass | AGPL-3.0 | |
| Design Guidepaperclipai/paperclip | 100k | 1 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Web Designxiaopu-ai/web-design | 783 | — | ~3k | Automated safety check: Pass | MIT | |
| Liuguang Banlan UIsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.5k | Automated safety check: Pass | MIT |
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Questions about Omd Slop Audit
What does Omd Slop Audit do?
실제 제품 route의 UI·UX copy를 검사해 제품 맥락 없이 반복된 생성형 기본 패턴, 브랜드 근거 없는 장식, 카드·그라데이션·아이콘 타일 남용, 번역투와 추상 카피를 rule ID와 line ref로 진단한다. Omd Slop Audit is an agent skill from kwakseongjae/oh-my-design. 실제 제품 route의 UI·UX copy를 검사해 제품 맥락 없이 반복된 생성형 기본 패턴, 브랜드 근거 없는 장식, 카드·그라데이션·아이콘 타일 남용, 번역투와 추상 카피를 rule ID와 line ref로 진단한다.
When should I use Omd Slop Audit?
Omd Slop Audit fits situations like: tasks that involve UI design; tasks that involve Humanizing AI text; tasks that involve Design tokens.
How do I install Omd Slop Audit in Claude Code?
Run `npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a claude-code`. Or copy the skill folder (skills/omd-slop-audit in kwakseongjae/oh-my-design) into .claude/skills/omd-slop-audit in your project. Claude Code loads it when a task matches its description.
How do I install Omd Slop Audit in Codex?
Run `npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a codex`. Or copy the skill folder (skills/omd-slop-audit in kwakseongjae/oh-my-design) into .agents/skills/omd-slop-audit in your project. Codex loads it when a task matches its description.
Can I use Omd Slop Audit in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add kwakseongjae/oh-my-design --skill omd-slop-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/omd-slop-audit, .gemini/skills/omd-slop-audit, .github/skills/omd-slop-audit and .opencode/skills/omd-slop-audit in your project.
What does Omd Slop Audit need to run?
SKILL.md names no scripts, command-line tools or credentials: Omd Slop Audit is instructions for the agent only.
Does Omd Slop Audit access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Omd Slop Audit safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Omd Slop Audit use?
Omd Slop Audit is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Omd Slop Audit use?
About 1.1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.7k tokens, read only when the agent opens those files.
What are the alternatives to Omd Slop Audit?
Skills that share tags, products or a category with Omd Slop Audit: Design Dna (zanwei/design-dna, 1.9k stars), Figma Design to Code (warpdotdev/warp, 65k stars), Design Guide (paperclipai/paperclip, 100k stars) and Web Design (xiaopu-ai/web-design, 783 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Omd Slop Audit?
kwakseongjae (a GitHub user) maintains it in kwakseongjae/oh-my-design, which has 533 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 1, 2026.
Source: kwakseongjae/oh-my-design on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.