Topic · Development

Best prototyping skills for Claude Code, Codex and other agents.

Skills that build quick prototypes, proofs of concept and technical spikes to test an idea.
skills
113
official
4

Prototyping skills, ranked

Ranked by score. Sort bymost stars,trending,newest,recently updated

Prototyping skills, ranked
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Builds single-file interactive HTML prototypes rendered with the real LobeHub UI components and written as production-style React, so they can later be split into files.

lobehub/lobehub83k—~1.6kAutomated safety check: PassUnknowntoday
2

Maintains the Vuetify repo's local Playground.vue so contributors get a realistic reproduction and a short demo they can paste into a pull request description.

vuetifyjs/vuetify41k—~730Automated safety check: PassUnknownyesterday
3

A skill your agent uses when the user is designing, prototyping, or rewriting a desktop app that must run on multiple OSes (macOS + Windows, optionally Linux) AND feel indistinguishable from a…

yetone/native-feel-skill1.9k1 repo~1.5kAutomated safety check: PassMIT4 mo ago
4

Create videos from a text prompt using HeyGen's Video Agent.

calesthio/OpenMontage65k—~1.3kAutomated safety check: PassAGPL-3.04 days ago
5

Builds a throwaway prototype at just the fidelity needed to settle a specific how-it-should-work-or-feel question, before committing to an approach other work will treat as fixed.

EveryInc/compound-engineering-plugin25k—~1.9kAutomated safety check: PassMITtoday
6

Delegates coding tasks to Codex CLI for prototyping, debugging, and code review.

GuDaStudio/collaborating-with-codex1321 repo~712Automated safety check: PassMIT9 mo ago
7

Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review.

appautomaton/latex-arxiv-SKILL4571 repo~1.5kAutomated safety check: PassMIT24 days ago
8

Guided workflow for authorized penetration testing, vulnerability validation, security reporting, CTF/local sandbox reverse engineering, and user-directed vulnerability research.

lingbol088-spec/ReiPenFlow222—~1.8kAutomated safety check: PassMIT2 mo ago
9

Puts four real design variations of one project file on your localhost behind a small card you flip with the arrow keys, then acts on your verdict.

Nutlope/variate211—~3.5kAutomated safety check: PassMIT1 mo ago
10

Use with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven.

dstackai/dstack2.3k—~1.6kAutomated safety check: PassMPL-2.0today
11
11.HTML

Create or redesign self-contained single-file HTML artifacts with a visual direction shaped by the user's brief, project, and subject.

plannotator/effective-html3.6k—~1.6kAutomated safety check: PassMIT23 days ago
12

Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review.

appautomaton/latex-arxiv-SKILL4571 repo~1.1kAutomated safety check: PassMIT24 days ago
13

Search DigiKey for electronic components and download datasheets — primary source for prototype orders and the preferred API method for fetching datasheets.

aklofas/kicad-happy1.3k1 repo~4.5kAutomated safety check: PassMITyesterday
14

A skill your agent uses to generate well-branded interfaces and assets for fast-agent, either for production or throwaway prototypes/mocks/etc.

evalstate/fast-agent3.9k—~220Automated safety check: PassApache-2.02 days ago
15

Generates parametric, print-ready 3D models in Python and exports them as STL files sized to real connectors, devices and mounting hardware.

flowful-ai/cad-skill655—~5.3kAutomated safety check: PassCC-BY-NC-4.02 mo ago
16

Builds a website page by page with Stitch in an autonomous loop, passing a baton file from one iteration to the next that names the next page and prompt.

google-labs-code/stitch-skills8.4k5 repos~2.6kAutomated safety check: NotesApache-2.01 mo ago
17

Delegates coding tasks to Gemini CLI for prototyping, debugging, and code review.

haoyu-haoyu/Multi-AI-Workflow109—~521Automated safety check: PassMIT5 mo ago
18

Builds a risk-matched whitebox or an approved production game candidate from a game design for its target runtime, with replayable evidence.

zenstory-ai/novel-to-game832—~661Automated safety check: PassMIT4 days ago
19

Look up Spectrum 2 (S2) component documentation, design guidelines, and usage patterns when building with React Spectrum or Spectrum Web Components.

adobe/spectrum-design-data155—~868Automated safety check: PassApache-2.05 days ago
20

A skill your agent uses to generate well-branded interfaces and assets for Baby Menu, either for production or throwaway prototypes/mocks/etc.

kunchenguid/baby-menu233—~1.1kAutomated safety check: PassMIT12 days ago
21

Explores a feature idea through HTML mocks that match the project's existing UI, keeping every earlier version and logging each requested tweak in a context file.

imbue-ai/bouncer400—~677Automated safety check: PassAGPL-3.0today
22

Converts a working code prototype into a structured Figma file with one frame per interaction state, mapped to your design system and annotated with transitions.

alima-max/prototype-to-figma-skill140—~7.8kAutomated safety check: PassMIT2 mo ago
23

Direct-invocation specialist for polished, responsive, self-contained HTML mockups and interactive prototypes grounded in the user's conversation, product context, and design language.

plannotator/effective-html3.6k—~1.5kAutomated safety check: PassMIT23 days ago
24

Delegate tasks to Google's Antigravity CLI (agy) for prototyping, debugging, code review, and research.

appautomaton/agent-designer131—~2.4kAutomated safety check: PassNo licence24 days ago
25

Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.

fossasia/eventyay-interpretation1.6k34 repos~755Automated safety check: PassApache-2.02 days ago
26

Self-contained app generator — invoke this skill directly, do not decompose into sub-steps.

popmechanic/VibesOS135—~2.6kAutomated safety check: NotesMIT2 mo ago
27

Expert patterns for simplifying 3D games to 2D including dimension reduction strategies, 2.5D fake-depth, isometric ports, camera flattening, physics conversion, 3D-to-sprite art pipeline, and…

thedivergentai/GD-Agentic-Skills803—~4.5kAutomated safety check: PassLGPL-3.028 days ago
28

Builds a clickable low-fidelity prototype of one flow from a product brief during discovery, with simulated data and browser checks, before detailed design.

open-mercato/skills221—~1.9kAutomated safety check: PassMIT2 days ago
29

Delegate tasks to Claude Code CLI for prototyping, debugging, and code review.

appautomaton/agent-designer131—~2.5kAutomated safety check: PassNo licence24 days ago
30

Guides building Gradio web UIs and ML demos in Python, covering Interface, Blocks, ChatInterface, event listeners, layouts and chatbots.

huggingface/skills11k4 repos~6.2kAutomated safety check: PassApache-2.06 days ago
31

Settles a feasibility question with the smallest throwaway build that could disprove it, in an isolated worktree, ending in a verdict backed by evidence instead of a PR.

Wirasm/prp2.3k—~3.8kAutomated safety check: PassMIT5 days ago
32

Builds a single-file HTML explorer with visual controls, a live preview and a copyable prompt, using one of six templates chosen to fit the topic.

anthropics/claude-plugins-official37k1 repo~949Automated safety check: PassApache-2.0today
33

Applies the reasoning, principles, and frameworks of Andrew Ng (machine learning pioneer, co-founder of Coursera and DeepLearning.AI, Stanford University, and former Google Brain lead).

K-Dense-AI/mimeo282—~1.5kAutomated safety check: PassMIT1 mo ago
34

Delegate tasks to Codex CLI for prototyping, debugging, code review, implementation handoff, cross-model second opinions, and multi-turn Codex sessions via SESSIONID.

appautomaton/agent-designer131—~3.4kAutomated safety check: PassNo licence24 days ago
35

Activate this skill when authoring DataJunction (DJ) nodes via the REST API directly (curl, HTTP clients) — typically for exploration, ad-hoc prototyping, or namespaces that aren't repo-backed.

DataJunction/dj161—~1.8kAutomated safety check: PassMITyesterday
36

A skill your agent uses to generate well-branded interfaces and assets for Honeycomb (shared AI agent memory, a Legion Code × Activeloop product), either for production or throwaway…

legioncodeinc/honeycomb110—~571Automated safety check: PassAGPL-3.03 days ago
37

Asks one clarifying question at a time, then builds two or three single-file HTML prototypes checked across phone, tablet, and desktop widths.

huiliyi37/Tianshu-harness1.1k—~415Automated safety check: PassApache-2.02 days ago
38

Framework for building LLM-powered applications with agents, chains, and RAG.

Orchestra-Research/AI-Research-SKILLs13k2 repos~3.2kAutomated safety check: PassMIT3 mo ago
39

Settles a feasibility or fit question by building the smallest throwaway artifact that could prove it wrong, in an isolated worktree, ending in a PROVEN, DISPROVEN or CONDITIONAL verdict.

Wirasm/prp2.3k—~3.8kAutomated safety check: PassMIT5 days ago
40

Run a structured 5-day process to prototype, test, and validate product ideas with real users.

wondelai/skills2.4k—~3.8kAutomated safety check: PassMIT26 days ago
41

Collaboratively write a feature spec with the developer. An agent skill from bartstc/vite-ts-react-template.

bartstc/vite-ts-react-template122—~3.4kAutomated safety check: PassMITyesterday
42

A skill your agent uses to generate well-branded interfaces and assets for beava (beava.dev, an open-source single-binary feature server for stream processing), either for production or throwaway…

beava-dev/beava138—~443Automated safety check: PassApache-2.04 mo ago
43

Idea to AI-generated prototype to customer validation to engineering handoff.

borghei/Claude-Skills874—~3.6kAutomated safety check: PassMITtoday
44

Delegate tasks to Grok CLI (xAI) for prototyping, debugging, code review, research, and cross-model second opinions.

appautomaton/agent-designer131—~2.4kAutomated safety check: PassNo licence24 days ago
45

A skill your agent uses to generate well-branded interfaces and assets for nxv (Nix Version Index) — either for production or throwaway prototypes/mocks.

utensils/nxv136—~607Automated safety check: PassMIT1 mo ago
46

Provision instant temporary Postgres databases via Claimable Postgres by Neon (pg.new).

henryalouf/ruflow155—~2.4kAutomated safety check: NotesMIT4 mo ago
47

Help users build functional product prototypes from natural language or visual mocks using AI coding tools.

RefoundAI/lenny-skills1.4k—~1.2kAutomated safety check: PassMIT2 mo ago
48

Settles stalled design questions by building a throwaway artifact: either a pure logic module in a clickable shell, or three structurally different UI variants.

Yeachan-Heo/oh-my-claudecode40k—~1.4kAutomated safety check: PassMITtoday

Questions, answered from the data.

What is the best prototyping skill?

LobeHub Interactive Prototype from lobehub/lobehub ranks first of the 113 prototyping skills listed here, with the highest score: its repository has 83k GitHub stars, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come Vuetify Playground and Native Feel Cross Platform Desktop.

Which prototyping skills are official?

4 of the 113 prototyping skills are official, published by the vendor's own GitHub organization: Stitch Build Loop, Gradio App Builder, Interactive HTML Playground Builder and Create Technical Spike.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.