design▌

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics. Do NOT use for design review or audit (use web-design-guidelines or web-quality-audit).

Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Use when the user provides Figma URLs or node IDs and asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection. Do NOT use for general Figma data fetching, variable exploration, or MCP troubleshooting (use figma instead).

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter.

Create professional infographics using Nano Banana Pro AI with smart iterative refinement and quality review.

Generate or edit images using AI models for various visual content needs.

Comprehensive toolkit for protein language models including ESM3 and ESM C for protein design and embeddings.

Guides stable API and interface design for creating REST or GraphQL endpoints and defining type contracts between modules.

Live-site visual QA plus fixes. It looks for spacing, hierarchy, AI slop, consistency, and interaction issues and can iterate with before/after verification.

Converts an approved mockup or design direction into production-oriented HTML/CSS with computed layout and framework-aware output expectations.

Design system creation workflow that researches comparable products, proposes an aesthetic system, and writes `DESIGN.md` as the canonical design source of truth.