Agent skill

Vibe Prototype

by idiotLeoLYJ in idiotLeoLYJ/Daliu-Awesome-Skills

Vibe Coding 流水线第五步:依据 design.md(视觉准则)与 interaction.md,为每个页面在 Stitch 画布生成原型, 经 stitch-mcp 拉取 HTML 与截图存入 prototypes/,并与交互文档做双向对齐校验。

No licenceAuto-check passedFrontend & Design

Install Vibe Prototype

skills CLI
$ npx skills add idiotLeoLYJ/Daliu-Awesome-Skills --skill vibe-prototype -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install idiotLeoLYJ/Daliu-Awesome-Skills vibe-prototype --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/idiotLeoLYJ/Daliu-Awesome-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/qima/skills/vibe-prototype .claude/skills/vibe-prototype && rm -rf skills-src

Use ~/.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/

Facts

Skill name
vibe-prototype
GitHub stars
140
Token cost
~3.1k tokens
SKILL.md length
918 words
Files
5 (incl. references)
Skills in repo
8
Repo updated
First seen
Licence
None found

At a glance

Vibe Coding 流水线第五步:依据 design.md(视觉准则)与 interaction.md,为每个页面在 Stitch 画布生成原型, 经 stitch-mcp 拉取 HTML 与截图存入 prototypes/,并与交互文档做双向对齐校验。

  • Works in 3 steps: 半自动,非一键出图:Claude 负责「写 prompt + 引导人工进画布生成… → screenId 不可控,靠 manifest 映射:Stitch 端… → 校验有人在环:对齐校验里的「补齐」「修正」动作多数需要用户回画布操作;skill…
  • Tasks that involve Design tokens
  • SKILL.md covers 定位与角色, 关键边界:Stitch 只导出不生成, 七步工作流总览 and 第 0 步:前置接入(Stitch MCP), plus 7 more sections
  • Calls npx and gcloud; needs STITCH_API_KEY

What it does

Vibe Prototype is an agent skill from idiotLeoLYJ/Daliu-Awesome-Skills. Vibe Coding 流水线第五步:依据 design.md(视觉准则)与 interaction.md,为每个页面在 Stitch 画布生成原型, 经 stitch-mcp 拉取 HTML 与截图存入 prototypes/,并与交互文档做双向对齐校验。 当用户说"生成原型""画原型""把交互文档变成原型""接 Stitch / stitch-mcp""每页出设计图" "对齐原型和交互文档" "prototypes 对不上" "配置 Stitch MCP"时使用。 本 skill 是"半自动":Claude 写 prompt + 引导人工在 Stitch 画布生成,MCP 只负责拉取与校验,不是一句话自动出图。 反触发(相邻阶段抢入口时主动让路):① 用户还在澄清产品想法 / 没有 idea.md → 交给 vibe-idea; ② 已有 idea.md 要细化页面与每个元素的交互逻辑(是弹窗还是跳转)→ 交给 vibe-interaction; ③ 还在定技术栈 / 数据库 / 接口 / 系统设计 → 交给 vibe-architecture; ④ 还在定视觉设计系统 / 设计准则 /…

Its SKILL.md is about 3.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/alignment-checklist.md`, `references/manifest-schema.md` and `references/prompt-template.md`).

It sits in Frontend & Design, covering Design tokens and Design to code. It works with Google Stitch and Model Context Protocol. The repository describes itself as: 大刘(公众号:爱 AI 的大刘)的自建高质量 Skills 合集.

When your agent uses it

  • Tasks that involve Design tokens
  • Tasks that involve Design to code

Example prompts

  • “把交互文档变成原型”
  • “接 Stitch / stitch-mcp”
  • “每页出设计图”
  • “/vibe-prototype”

Requirements

  • Node.js
  • A credential in STITCH_API_KEY

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. 半自动,非一键出图:Claude 负责「写 prompt + 引导人工进画布生成 + 拉取 + 校验」,原型由用户在画布点选生成;启动时就要把这条边界讲清楚,免得用户空等自动出图。
  2. screenId 不可控,靠 manifest 映射:Stitch 端 screenId 自动生成、不可控;页面ID ↔ screenId 的映射记在 manifest.json 里,落盘文件名永远用页面ID,不靠命名碰运气。
  3. 校验有人在环:对齐校验里的「补齐」「修正」动作多数需要用户回画布操作;skill 只能列待办清单、给修正建议、卡放行门,不能自动补图。

What it can do on your machine

Read from SKILL.md and the folder at commit 8860202. 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

    Shell commands in SKILL.md call:

    • npx
    • gcloud

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • stitch.withgoogle.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • STITCH_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Vibe Prototype loads about 3.1k tokens when it runs, and up to ~8.3k if it reads all its reference files. Until then it costs about 194 tokens; SKILL.md has 918 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~194
When it runs · the whole SKILL.md, loaded when a task matches
~3.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~8.3k

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 918 words (~3,093 tokens).

name
vibe-prototype

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (references) in plugins/qima/skills/vibe-prototype of idiotLeoLYJ/Daliu-Awesome-Skills.

  • SKILL.md
  • references/alignment-checklist.md
  • references/manifest-schema.md
  • references/prompt-template.md
  • references/stitch-mcp-setup.md

Open the folder on GitHubat commit 8860202

Compare with similar skills

Vibe Prototype 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.

Vibe Prototype compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Vibe Prototype this skillidiotLeoLYJ/Daliu-Awesome-Skills140—~3.1kAutomated safety check: PassNone
Omk StitchKaimingWan/oh-my-kiro107—~2.2kAutomated safety check: PassMIT
Figma use_figma Plugin API Ruleswarpdotdev/warp65k4 repos~4.4kAutomated safety check: PassAGPL-3.0
Figma Design to Codewarpdotdev/warp65k4 repos~2.9kAutomated safety check: PassAGPL-3.0
Figma Screen Generatorwarpdotdev/warp65k2 repos~5kAutomated safety check: PassAGPL-3.0
Figma Codegenawdr74100/figwright982—~4.2kAutomated safety check: PassMIT

Similar skills

  • Omk Stitch

    KaimingWan/oh-my-kiro

    Google Stitch design-to-code workflow with design system management.

    107 GitHub stars~2.2k tokensUpdated 6 mo ago
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  • Required groundwork before any use_figma call: the rules and reference files for running JavaScript in a Figma file through the Plugin API without common failures.

    65k GitHub starsUsed in 4 repos~4.4k tokens
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    65k GitHub starsUsed in 4 repos~2.9k tokens
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  • Figma Screen Generator

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    Builds or updates full Figma screens from code or a description by reusing the file's published design system components, variables and styles.

    65k GitHub starsUsed in 2 repos~5k tokens
    Frontend & DesignAuto-check passed
  • Figma Codegen

    awdr74100/figwright

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    982 GitHub stars~4.2k tokensUpdated today
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Questions about Vibe Prototype

What does Vibe Prototype do?

Vibe Coding 流水线第五步:依据 design.md(视觉准则)与 interaction.md,为每个页面在 Stitch 画布生成原型, 经 stitch-mcp 拉取 HTML 与截图存入 prototypes/,并与交互文档做双向对齐校验。. Vibe Prototype is an agent skill from idiotLeoLYJ/Daliu-Awesome-Skills.

When should I use Vibe Prototype?

Vibe Prototype fits situations like: tasks that involve Design tokens; tasks that involve Design to code.

How do I install Vibe Prototype in Claude Code?

Run `npx skills add idiotLeoLYJ/Daliu-Awesome-Skills --skill vibe-prototype -a claude-code`. Or copy the skill folder (plugins/qima/skills/vibe-prototype in idiotLeoLYJ/Daliu-Awesome-Skills) into .claude/skills/vibe-prototype in your project. Claude Code loads it when a task matches its description.

How do I install Vibe Prototype in Codex?

Run `npx skills add idiotLeoLYJ/Daliu-Awesome-Skills --skill vibe-prototype -a codex`. Or copy the skill folder (plugins/qima/skills/vibe-prototype in idiotLeoLYJ/Daliu-Awesome-Skills) into .agents/skills/vibe-prototype in your project. Codex loads it when a task matches its description.

Can I use Vibe Prototype 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 idiotLeoLYJ/Daliu-Awesome-Skills --skill vibe-prototype -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/vibe-prototype, .gemini/skills/vibe-prototype, .github/skills/vibe-prototype and .opencode/skills/vibe-prototype in your project.

What does Vibe Prototype need to run?

Going by SKILL.md and its folder, Vibe Prototype needs the command-line tools its instructions call (npx and gcloud) and credentials named STITCH_API_KEY. Our summary lists: Node.js; A credential in STITCH_API_KEY.

Does Vibe Prototype access the network?

SKILL.md names 1 domain. As links in the text: stitch.withgoogle.com. This is read from the text; nothing was executed.

Is Vibe Prototype 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 Vibe Prototype use?

No licence was found for Vibe Prototype or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Vibe Prototype use?

About 3.1k tokens (SKILL.md is roughly 12k 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 5.3k tokens, read only when the agent opens those files.

What are the alternatives to Vibe Prototype?

Skills that share tags, products or a category with Vibe Prototype: Omk Stitch (KaimingWan/oh-my-kiro, 107 stars), Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars), Figma Design to Code (warpdotdev/warp, 65k stars) and Figma Screen Generator (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Vibe Prototype?

idiotLeoLYJ (a GitHub user) maintains it in idiotLeoLYJ/Daliu-Awesome-Skills, which has 140 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 9, 2026.

Source: idiotLeoLYJ/Daliu-Awesome-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.