AI Skill Report Card

Designing Martech Tools

A-82·Feb 26, 2026·Source: Web

Quick Start

YAML
# Tool Product Definition Canvas Template tool_name: "Email Template Builder" user_story: "As a marketing manager, I want to create brand-compliant email templates in under 5 minutes so I can launch campaigns faster." input_spec: - brand_guidelines: "JSON with colors, fonts, spacing" - content_blocks: "Array of text/image components" - template_type: "newsletter|promotional|transactional" output_spec: - html_template: "Production-ready email HTML" - preview_images: "Desktop/mobile renderings" - brand_compliance_score: "0-100 rating" ai_model: "GPT-4 for content optimization, Claude for template structure" ui_requirements: - drag_drop: "Block-based editor" - real_time_preview: "Side-by-side view" - brand_guardrails: "Auto-enforce token usage" mvp_scope: - 3_template_types: "Basic layouts only" - 5_content_blocks: "Text, image, button, spacer, divider" - brand_validation: "Color/font checking only"

Workflow

Progress:

  • Write user story (As a [role], I want [goal] so [benefit])
  • Define input specification (data types, formats, constraints)
  • Define output specification (deliverables, formats, quality metrics)
  • Select AI model (task-specific, cost-optimized)
  • Map UI requirements (interaction patterns, layouts)
  • Scope MVP (3-5 core features maximum)

Design Token Generator

  • Input: Brand guidelines PDF/Figma file
  • Output: CSS variables, JSON tokens, component props
  • MVP: Colors, typography, spacing only

Accessibility Checker

  • Input: Design file URL or component code
  • Output: WCAG compliance report with fixes
  • MVP: Color contrast and text sizing only

Color Palette Generator

  • Input: Primary brand color, usage context
  • Output: 50-shade palette with semantic naming
  • MVP: Single primary color expansion

Spacing Calculator

  • Input: Base unit (4px, 8px), scale type
  • Output: Consistent spacing system
  • MVP: 8px base with 8-step scale

Typography Scale Tool

  • Input: Base font size, brand personality
  • Output: Harmonious type scale with CSS
  • MVP: 6-size scale with single font family

Social Post Formatter

  • Input: Content text, platform, brand voice
  • Output: Optimized posts with hashtags
  • MVP: LinkedIn + Twitter formatting only

SEO Brief Generator

  • Input: Target keyword, competitor URLs
  • Output: Content brief with optimization tips
  • MVP: Keyword analysis and outline only

Landing Page Wireframe AI

  • Input: Campaign goal, target audience
  • Output: Conversion-optimized wireframe
  • MVP: 3 proven templates (lead gen, product, event)

Design Handoff Checklist

  • Input: Design file link, development timeline
  • Output: QA checklist with asset exports
  • MVP: Component inventory and specs only

Brand Audit Scanner

  • Input: Website URL or marketing materials
  • Output: Brand consistency report
  • MVP: Logo usage and color compliance only

ROI Calculator

  • Input: Tool usage metrics, time savings
  • Output: Efficiency gains and cost justification
  • MVP: Simple time-to-value calculation

Examples

Example 1: Email Template Builder MVP Scope Input: "Build email template tool for 50-person marketing team" Output:

YAML
mvp_features: - template_types: ["newsletter", "promotional", "announcement"] - content_blocks: ["header", "text", "image", "cta_button", "footer"] - brand_enforcement: ["color_validation", "font_checking"] - export_formats: ["html", "png_preview"] excluded_v1: - advanced_animations - a_b_testing - dynamic_personalization - integration_apis build_time: "2-3 sprints" success_metrics: ["template_creation_time < 5min", "brand_compliance > 95%"]

Example 2: Design Token Generator Input: Brand guidelines with 3 primary colors, 2 fonts Output:

CSS
:root { --color-primary-50: #f0f9ff; --color-primary-500: #0ea5e9; --color-primary-900: #0c4a6e; --font-display: 'Inter', sans-serif; --font-body: 'Inter', sans-serif; --spacing-xs: 4px; --spacing-sm: 8px; --spacing-md: 16px; }

Best Practices

Tool Scoping:

  • Start with 1 user persona per tool
  • Limit MVP to 3-5 core features
  • Design for 80% use cases, ignore edge cases initially
  • Plan 2-week build cycles maximum

Framework Application:

  • Always start with user story validation
  • Define success metrics upfront
  • Choose AI models based on task complexity and cost
  • Design UI for non-designers (simple, guided workflows)

Team Efficiency:

  • Build tools your team will actually use daily
  • Integrate with existing design/marketing workflows
  • Create self-serve capabilities to reduce bottlenecks
  • Measure time savings and adoption rates

Technical Constraints:

  • Use no-code/low-code platforms when possible
  • Integrate with existing martech stack (HubSpot, Figma, etc.)
  • Plan for 10x user growth in tool usage
  • Design for mobile-first when applicable

Common Pitfalls

Over-engineering:

  • Don't build features "just in case"
  • Avoid complex AI when simple rules work
  • Don't create tools that require training to use

Scope Creep:

  • Resist adding "quick features" during build
  • Don't try to solve multiple personas in v1
  • Avoid building platforms; build specific tools

Integration Mistakes:

  • Don't ignore existing workflow integration
  • Don't build tools that create more work
  • Avoid duplicating functionality team already has

User Adoption:

  • Don't build tools without user validation
  • Don't skip the change management process
  • Avoid tools that require perfect inputs to work
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Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
15/15
Workflow
15/15
Examples
15/20
Completeness
10/20
Format
15/15
Conciseness
12/15