7 AI Design Skills, Plus One MCP Tool: Choose the Right Job

Design skills package a creator’s working instructions into material an agent can load for a relevant task. They can guide visual direction, critique, motion or documentation without being a new underlying model.

The practical opportunity is specialization. Choose a skill for the job in front of you instead of treating every design repository as an interchangeable upgrade. Benji Taylor’s Stageshow post, dated October 31, describes this as a way to help an agent make better faux interface demos in React. The other projects below are documented in their original repositories, checked November 9.

Source: Benji Taylor — Stageshow, October 31, 2026 ↗

Impeccable’s README gives a useful opening example: the same guesthouse brief and model, shown with and without its design instructions. The author’s comparison illustrates a change in visual direction; it does not establish that every prompt or model will improve by the same amount. These are creator demonstrations and showcases.

For direction: Oil UI helps compare approaches and refine a chosen direction against real screenshots. Taste Skill emphasizes art direction and a coherent design system. For polish and identity: Impeccable provides critique and refinement commands; Brand Identity Skill connects the mark, typography and palette in a shared identity brief.

For motion and explanation: Stageshow focuses on animated faux UI demos; Emil Kowalski’s collection covers interface craft and animation; Dimensional Drawing documents components through technical sheets and motion studies. The latter’s examples expose dimensions, layers and behavior instead of merely decorating a screenshot.

Awwwards MCP sits in another category. It is an independent tool server that can help an agent discover and inspect website references. A skill supplies instructions; an MCP server exposes tools. It is not an official Awwwards company endorsement.

Source: Benji Taylor — Stageshow, October 31, 2026 ↗

Public availability does not make every feature, agent session or asset free. Oil UI offers an open-source edition and optional paid Pro material. Installation methods and supported agents also differ. Read the current project documentation before copying a command, and review what an external tool can access.

The useful limit is judgment: instructions cannot decide whether a direction fits your users, content and brand. Loading overlapping style rules can create conflicting priorities. Inspect actual screens at the sizes people use, check interaction behavior, and refine the result. References should guide your decisions rather than become a license to copy another site’s protected assets.

Start with one concrete need: choose an art direction, polish a screen, build an identity, animate an interaction or document a component. Use the corresponding project below, then evaluate the output before adding another tool.

Keep your agent’s work visible. Our breakdown of Google Antigravity voice mode explains why easier instructions still need supervision; our Inkling 2 Small article follows the build, inspect and revise loop. The same principle applies to design work.

Oil UI — Compare visual directions. Setup: npx skills add oil-oil/oil-ui Open-source edition; optional Pro is separate.

Taste Skill — Art direction and coherent design systems. Setup: Follow the current repository installation section. Check the exact skill name and your agent’s supported format.

Impeccable — Critique, refinement and polish. Setup: npx impeccable install Current installer differs from a generic skills-add command; reload your agent and follow its init instructions.

Brand Identity Skill — Logo, typography and palette together. Setup: Follow the Claude Code installation and dependency instructions. The README documents a full skill folder and required tooling.

Stageshow — Animated faux UI in React. Setup: npx skills add benjitaylor/skills --skill stageshow A design/demo aid, not a working product backend.

Emil Kowalski’s Skills — Interface craft and animation. Setup: npx skills@latest add emilkowalski/skills Choose the skill relevant to your actual task.

Dimensional Drawing — Technical sheets and motion studies. Setup: npx skills add enesozturk/dimensional-drawing Keep unknown measurements explicit; do not invent technical specifications.

Awwwards MCP — Find and inspect design references. Setup: Use the repository’s agent-specific MCP setup instructions. Independent MCP server, not a skill or an official Awwwards endorsement.