Extract Design
Manavarya09/design-extract
Extract the full design language from any website URL. An agent skill from Manavarya09/design-extract.
Audit AI-generated, AI-shaped, or AI-looking frontend code, UI screenshots, and design diffs.
Install Audit AI Frontend
$ npx skills add jxnl/personal-monorepo-template --skill audit-ai-frontend -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-frontend --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/jxnl/personal-monorepo-template.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/audit-ai-frontend .claude/skills/audit-ai-frontend && 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 "audit-ai-frontend" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-frontend into .claude/skills/audit-ai-frontend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-frontend", 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/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-frontendType 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 jxnl/personal-monorepo-template --skill audit-ai-frontend -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-frontend --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/audit-ai-frontend .agents/skills/audit-ai-frontend && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "audit-ai-frontend" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-frontend into .agents/skills/audit-ai-frontend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-frontend", 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 jxnl/personal-monorepo-template --skill audit-ai-frontend -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-frontend --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/audit-ai-frontend .cursor/skills/audit-ai-frontend && 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 "audit-ai-frontend" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-frontend into .cursor/skills/audit-ai-frontend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-frontend", 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/jxnl/personal-monorepo-template.git --path .codex/skills/audit-ai-frontend--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 jxnl/personal-monorepo-template --skill audit-ai-frontend -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-frontend --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/audit-ai-frontend .gemini/skills/audit-ai-frontend && 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 "audit-ai-frontend" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-frontend into .gemini/skills/audit-ai-frontend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-frontend", 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 jxnl/personal-monorepo-template audit-ai-frontendInstalls 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 jxnl/personal-monorepo-template --skill audit-ai-frontend -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/audit-ai-frontend .github/skills/audit-ai-frontend && 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 "audit-ai-frontend" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-frontend into .github/skills/audit-ai-frontend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-frontend", 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 jxnl/personal-monorepo-template --skill audit-ai-frontend -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jxnl/personal-monorepo-template audit-ai-frontend --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jxnl/personal-monorepo-template.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/audit-ai-frontend .opencode/skills/audit-ai-frontend && 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 "audit-ai-frontend" agent skill from https://github.com/jxnl/personal-monorepo-template/tree/main/.codex/skills/audit-ai-frontend into .opencode/skills/audit-ai-frontend/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-ai-frontend", 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
audit-ai-frontend- GitHub stars
- 563
- Token cost
- ~1.3k tokens
- SKILL.md length
- 552 words
- Files
- 6 (incl. references)
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- None found
At a glance
Audit AI-generated, AI-shaped, or AI-looking frontend code, UI screenshots, and design diffs.
- Works in 6 steps: Establish the local contract. → Inspect data flow and component shape… → Load only the reference you need. → …
- Prompts like audit AI frontend
- SKILL.md covers Use, Output, Guardrails and Resource
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Audit AI Frontend is an agent skill from jxnl/personal-monorepo-template. Audit AI-generated, AI-shaped, or AI-looking frontend code, UI screenshots, and design diffs. Use for prompts like "audit AI frontend", "de-slop UI", "componentize this screen", "parameterize this React/Tailwind/shadcn UI", "make it responsive/accessible", or "review design-system drift"; check component APIs, reusable props/data models, modular composition, shared primitives/tokens, responsive resilience, accessibility, copy quality, hard-coded fixture screens, one-off CSS piles, and generic cards/gradients/fonts.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/openai.yaml`, `references/patterns.md` and `references/rubric.md`).
It sits in Frontend & Design, covering CSS and styling, Accessibility and Design systems. It works with React, shadcn/ui, Tailwind CSS and Playwright.
When your agent uses it
- Prompts like audit AI frontend
- Componentize this screen
- Parameterize this React/Tailwind/shadcn UI
- Make it responsive/accessible
Example prompts
- “audit AI frontend”
- “de-slop UI”
- “componentize this screen”
- “/audit-ai-frontend”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Establish the local contract.
- Inspect data flow and component shape before styling.
- Load only the reference you need.
- Preserve local system intent while removing accidental defaults.
- Fix in this order.
- Re-verify in browser after edits whenever possible.
What it can do on your machine
Read from SKILL.md and the folder at commit df86376. 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.
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
Audit AI Frontend loads about 1.3k tokens when it runs, and up to ~8.8k if it reads all its reference files. Until then it costs about 135 tokens; SKILL.md has 552 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 552 words (~1,282 tokens).
“Audit or repair frontend UI/code that looks generically AI-generated, while preserving existing product structure unless the user asks for a redesign.”
- name
- audit-ai-frontend
- last_edited
- 2026-06-15
Files
SKILL.md and 5 other files (references) in .codex/skills/audit-ai-frontend of jxnl/personal-monorepo-template.
- SKILL.md
- agents/openai.yaml
- references/patterns.md
- references/rubric.md
- references/sources.md
- references/workflows.md
Open the folder on GitHubat commit df86376
Compare with similar skills
Audit AI Frontend 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 |
|---|---|---|---|---|---|---|
| Audit AI Frontend this skilljxnl/personal-monorepo-template | 563 | — | ~1.3k | Automated safety check: Pass | None | |
| Extract DesignManavarya09/design-extract | 4.2k | — | ~786 | Automated safety check: Notes | MIT | |
| Light Frontend DesignLight0305/Light-skills | 640 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Frontend Mockup LoopBlackBeltTechnology/pi-agent-dashboard | 315 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Cosscrafter-station/petdex | 4.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Avoid AI Designsunkaifei/FlyCms | 656 | — | ~3.5k | Automated safety check: Pass | MIT |
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Light Frontend Design
Light0305/Light-skills
Light 按需工程技能·前端设计：把模糊的「做个好看的界面」落成能跑的 React/Tailwind/shadcn 代码 + 设计决策说明—— 有视觉记忆点(signature element)、风格自洽(design tokens 一致)、适配场景(学术海报/数据大屏/管理后台/移动端/营销 landing 信息密度各不同)、反「一眼 AI」(紫蓝渐变/Inter/16px 圆角/巨型…
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Helps implement coss UI components correctly. An agent skill from crafter-station/petdex.
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Works with
Categories
Questions about Audit AI Frontend
What does Audit AI Frontend do?
Audit AI-generated, AI-shaped, or AI-looking frontend code, UI screenshots, and design diffs. Audit AI Frontend is an agent skill from jxnl/personal-monorepo-template. Audit AI-generated, AI-shaped, or AI-looking frontend code, UI screenshots, and design diffs.
When should I use Audit AI Frontend?
Audit AI Frontend fits situations like: prompts like audit AI frontend; componentize this screen; parameterize this React/Tailwind/shadcn UI; make it responsive/accessible.
How do I install Audit AI Frontend in Claude Code?
Run `npx skills add jxnl/personal-monorepo-template --skill audit-ai-frontend -a claude-code`. Or copy the skill folder (.codex/skills/audit-ai-frontend in jxnl/personal-monorepo-template) into .claude/skills/audit-ai-frontend in your project. Claude Code loads it when a task matches its description.
How do I install Audit AI Frontend in Codex?
Run `npx skills add jxnl/personal-monorepo-template --skill audit-ai-frontend -a codex`. Or copy the skill folder (.codex/skills/audit-ai-frontend in jxnl/personal-monorepo-template) into .agents/skills/audit-ai-frontend in your project. Codex loads it when a task matches its description.
Can I use Audit AI Frontend 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 jxnl/personal-monorepo-template --skill audit-ai-frontend -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-ai-frontend, .gemini/skills/audit-ai-frontend, .github/skills/audit-ai-frontend and .opencode/skills/audit-ai-frontend in your project.
What does Audit AI Frontend need to run?
SKILL.md names no scripts, command-line tools or credentials: Audit AI Frontend is instructions for the agent only.
Does Audit AI Frontend 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 Audit AI Frontend 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 Audit AI Frontend use?
No licence was found for Audit AI Frontend or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Audit AI Frontend use?
About 1.3k tokens (SKILL.md is roughly 5.1k 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 7.5k tokens, read only when the agent opens those files.
What are the alternatives to Audit AI Frontend?
Skills that share tags, products or a category with Audit AI Frontend: Extract Design (Manavarya09/design-extract, 4.2k stars), Light Frontend Design (Light0305/Light-skills, 640 stars), Frontend Mockup Loop (BlackBeltTechnology/pi-agent-dashboard, 315 stars) and Coss (crafter-station/petdex, 4.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Audit AI Frontend?
jxnl (a GitHub user) maintains it in jxnl/personal-monorepo-template, which has 563 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on June 22, 2026.
Source: jxnl/personal-monorepo-template on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.