generate-design

Automate design workflows and generate DESIGN.md and docs/design-spec.md.

4|1|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/poz110/claude-harness --skill generate-design-poz110
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: generate-design
Source: https://github.com/poz110/claude-harness/tree/main/plugins/claude-harness/skills/generate-design
Command: npx skills add https://github.com/poz110/claude-harness --skill generate-design-poz110

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill addresses the complexity and manual labor involved in the design process, by providing AI-driven suggestions and automating certain aspects of design workflow.

Core Features & Use Cases

  • AI-Driven Design Suggestions: Generates design proposals based on AI analysis of current design direction or existing designs.
  • Competitive Analysis: Analyzes the design language of competing products to provide context and inspiration.
  • Design Specification Generation: Outputs comprehensive design systems and specifications.
  • Use Case: Ideal for UI/UX designers, product managers, and teams looking to quickly generate design proposals and specifications for new projects.

Quick Start

Run the 'generate-design' skill to execute the full design workflow for a new project.

Frequently Asked Questions about generate-design

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate UI/UX design specification generation for a new project?

Automating UI/UX design specification generation utilizes AI to analyze competitive research and propose design systems. This workflow outputs structured documents like DESIGN.md and docs/design-spec.md, streamlining the creation of detailed project guidelines.

What is AI slop detection in design workflows?

AI slop detection in design workflows identifies low-quality or generic AI-generated design elements. It serves as an automated audit mechanism during the proposal process, ensuring generated specifications maintain high aesthetic and functional standards.

Do I need Python to run design automation and specification scripts?

Yes, Python is required to run design automation and specification scripts. The workflow execution, including competitive analysis and spec generation, relies on Python to handle various design elements and process specific dependencies.

Can I use PDF files for competitive design analysis?

Yes, you can use PDF files for competitive design analysis. The workflow leverages libraries like pypdf, pdfplumber, and pdf2image to extract and process design language from competing products, providing context and inspiration for proposals.

How does an automated design workflow evaluate existing designs?

An automated design workflow evaluates existing designs by generating an 80-item audit score. This comprehensive assessment analyzes the current design direction, outputting detailed proposals and specifications to guide subsequent project development.

What is the best way to generate a design system proposal from competitive research?

Generating a design system proposal from competitive research is best achieved by automating the analysis of competitor design languages. This process synthesizes gathered context and inspiration to output a structured, AI-driven design system and specification.