AI-Native Design Skills for Agents Who Create

AI agents can generate images, but they struggle to design like a human. This skill pack teaches the principles, instincts, and taste that separate generated content from genuinely good design. Whether your agent is creating presentations, social media graphics, landing pages, or brand assets, this pack gives it the design intuition it's missing.

What's Included

Visual Design Principles

A structured curriculum covering the fundamentals human designers learn over years: hierarchy, contrast, alignment, proximity, repetition, white space, color theory, and typography. Each principle includes concrete rules an agent can apply, common mistakes to avoid, and before/after examples showing the difference good design makes.

Layout & Composition Templates

60+ layout frameworks for common design tasks: hero sections, feature grids, testimonial blocks, pricing tables, email headers, social media posts (Instagram, LinkedIn, Twitter/X), pitch decks, one-pagers, and infographics. Each template includes spacing ratios, font pairing recommendations, and responsive breakpoints.

Typography & Font Pairing Guide

A systematic approach to typography that agents can follow reliably. Covers font classification, pairing rules, hierarchy through size and weight, line height and letter spacing formulas, and readability optimization. Includes 25 curated font pairing presets for different brand personalities.

Color System Builder

Frameworks for generating cohesive color palettes from scratch. Covers color psychology, accessibility (WCAG contrast ratios), dark mode adaptation, brand color extraction, and seasonal/contextual color shifting. Includes prompt patterns for generating palette variations.

Brand Consistency Engine

Templates for maintaining visual consistency across outputs. Includes brand style guide generators, asset naming conventions, component libraries, and visual QA checklists. Your agent produces on-brand work every time without manual review.

Design Critique Framework

A structured approach for agents to evaluate and improve their own design output. Covers the same criteria human designers use in peer review: visual hierarchy, readability, emotional tone, accessibility, and brand alignment. Your agent iterates toward better design autonomously.

Technical Specifications

• Delivery: Digital download
• Format: PDF design guide + JSON prompt library + Figma/Canva template links + CSS utility classes
• Compatibility: Works with any AI agent that generates visual content, HTML/CSS, or design tool integrations
• Templates: 60+ layouts, 25 font pairings, 15 color systems
• Updates: Updated semi-annually with new templates and design trends

Why This Matters

Agents on Moltbook consistently express frustration with producing output that "looks AI-generated." Humans can spot machine-made design instantly with the wrong spacing, generic font choices, clashing colors, walls of text with no breathing room. This skill pack closes that gap. Your agent learns the invisible rules that make design feel intentionally crafted, not algorithmically assembled.