Agent skill

Design Exploration

by BuilderIO in BuilderIO/agent-native

Use Design for UI/UX exploration, side-by-side design directions, interactive prototype previews, user selection, iteration, and design-to-code handoff through the hosted Design MCP app.

No licenceAuto-check passedFrontend & Design

Install Design Exploration

skills CLI
$ npx skills add BuilderIO/agent-native --skill design-exploration -a claude-code

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

GitHub CLI
$ gh skill install BuilderIO/agent-native design-exploration --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/BuilderIO/agent-native.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/design-exploration .claude/skills/design-exploration && 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
design-exploration
GitHub stars
7.1k
Token cost
~1.7k tokens
SKILL.md length
917 words
Files
1
Skills in repo
102
Repo updated
First seen
Licence
None found

At a glance

Use Design for UI/UX exploration, side-by-side design directions, interactive prototype previews, user selection, iteration, and design-to-code handoff through the hosted Design MCP app.

  • Works in 5 steps: Default to three variants unless the… → Make variants structurally and… → Each variant must be a compact, complete… → …
  • Tasks that involve UI design
  • SKILL.md covers Choose The Path, Exploration Defaults, Design Quality Bar and Cross-App Use
  • Calls npx; reaches design.agent-native.com

What it does

Design Exploration is an agent skill from BuilderIO/agent-native. Use Design for UI/UX exploration, side-by-side design directions, interactive prototype previews, user selection, iteration, and design-to-code handoff through the hosted Design MCP app.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Frontend & Design, covering UI design and Design to code. It works with Model Context Protocol. The repository describes itself as: A framework for building agentic apps.

When your agent uses it

  • Tasks that involve UI design
  • Tasks that involve Design to code

Example prompts

  • “/design-exploration”

Requirements

  • Node.js

Workflow steps

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

  1. Default to three variants unless the user asks for a different count
  2. Make variants structurally and stylistically distinct, not just color swaps.
  3. Each variant must be a compact, complete standalone HTML document that
  4. For product UI redesigns, prefer cleaner hierarchy, progressive disclosure,
  5. After present-design-variants, wait for the user's pick before

What it can do on your machine

Read from SKILL.md and the folder at commit e16da0c. 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

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • design.agent-native.com

    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

Design Exploration loads about 1.7k tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 917 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 917 words (~1,699 tokens).

“Use the Design app when a workflow needs visual UI exploration, prototype iteration, or a human-in-the-loop choice among design directions.”

— opening of SKILL.md by BuilderIO
name
design-exploration
metadata.visibility
exported

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/design-exploration of BuilderIO/agent-native.

Open the folder on GitHubat commit e16da0c

Compare with similar skills

Design Exploration 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.

Design Exploration compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Design Exploration this skillBuilderIO/agent-native7.1k—~1.7kAutomated safety check: PassNone
Figma Design to Codewarpdotdev/warp65k4 repos~2.9kAutomated safety check: PassAGPL-3.0
Build Figmacursor/plugins10k—~961Automated 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
UI UX Pro Maxsaoudi-h/solar-icons18418 repos~11kAutomated safety check: NotesCustom licence

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Questions about Design Exploration

What does Design Exploration do?

Use Design for UI/UX exploration, side-by-side design directions, interactive prototype previews, user selection, iteration, and design-to-code handoff through the hosted Design MCP app. Design Exploration is an agent skill from BuilderIO/agent-native. Use Design for UI/UX exploration, side-by-side design directions, interactive prototype previews, user selection, iteration, and design-to-code handoff through the hosted Design MCP app.

When should I use Design Exploration?

Design Exploration fits situations like: tasks that involve UI design; tasks that involve Design to code.

How do I install Design Exploration in Claude Code?

Run `npx skills add BuilderIO/agent-native --skill design-exploration -a claude-code`. Or copy the skill folder (skills/design-exploration in BuilderIO/agent-native) into .claude/skills/design-exploration in your project. Claude Code loads it when a task matches its description.

How do I install Design Exploration in Codex?

Run `npx skills add BuilderIO/agent-native --skill design-exploration -a codex`. Or copy the skill folder (skills/design-exploration in BuilderIO/agent-native) into .agents/skills/design-exploration in your project. Codex loads it when a task matches its description.

Can I use Design Exploration 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 BuilderIO/agent-native --skill design-exploration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/design-exploration, .gemini/skills/design-exploration, .github/skills/design-exploration and .opencode/skills/design-exploration in your project.

What does Design Exploration need to run?

Going by SKILL.md and its folder, Design Exploration needs the command-line tools its instructions call (npx). Our summary lists: Node.js.

Does Design Exploration access the network?

SKILL.md names 1 domain. In commands or code: design.agent-native.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Design Exploration 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 Design Exploration use?

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

How many tokens does Design Exploration use?

About 1.7k tokens (SKILL.md is roughly 6.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Design Exploration?

Skills that share tags, products or a category with Design Exploration: Figma Design to Code (warpdotdev/warp, 65k stars), Build Figma (cursor/plugins, 10k stars), Omk Stitch (KaimingWan/oh-my-kiro, 107 stars) and Figma use_figma Plugin API Rules (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 Design Exploration?

BuilderIO (a GitHub organization) maintains it in BuilderIO/agent-native, which has 7,087 GitHub stars. The repository holds 102 skills in this directory. The repository was last updated on October 8, 2026.

Source: BuilderIO/agent-native on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.