Agent skill

creative-testing

Creative asset testing and optimization tools

Stars 514
Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/business/marketing/skills/creative-testing

Metadata

Additional technical details for this skill

domain
business
category
Campaign Management
skill id
SK-016
dependencies
[
    "Creative testing platform APIs"
]
specialization
marketing

SKILL.md

Creative Testing Platform Skill

Overview

The Creative Testing Platform skill provides creative asset testing and optimization capabilities. This skill enables data-driven creative development, testing, and optimization across marketing channels.

Capabilities

Pre-Launch Testing

  • Creative effectiveness testing
  • Attention prediction (Neurons, Tobii)
  • Brand safety scoring
  • Message comprehension testing
  • Emotional response analysis

Performance Testing

  • Multivariate creative testing
  • Dynamic creative optimization
  • Ad creative benchmarking
  • Landing page testing
  • Video creative testing

Ongoing Optimization

  • Creative fatigue monitoring
  • Performance trending
  • Creative refresh recommendations
  • Winning creative scaling
  • Cross-channel creative learning

Analytics

  • Creative performance analytics
  • Element-level analysis
  • Thumbnail and image testing
  • Copy variation analysis
  • Visual attention mapping

Usage

Creative Test Configuration

javascript
const creativeTest = {
  campaign: 'Q1 2026 Brand Campaign',
  channel: 'paid-social',
  testType: 'multivariate',
  elements: {
    headlines: [
      'Transform Your Business Today',
      'The Future of Work is Here',
      'Unlock Your Team\'s Potential'
    ],
    images: [
      'hero-product-shot.jpg',
      'lifestyle-office.jpg',
      'abstract-tech.jpg'
    ],
    ctas: [
      'Learn More',
      'Get Started',
      'Try Free'
    ]
  },
  setup: {
    platform: 'Meta Ads',
    budget: 5000,
    duration: '14 days',
    audience: 'prospecting-lookalike',
    objective: 'conversions',
    minimumSampleSize: 1000
  },
  metrics: {
    primary: 'conversion-rate',
    secondary: ['ctr', 'cpc', 'video-completion'],
    confidence: 0.95
  },
  results: {
    winner: {
      headline: 'Transform Your Business Today',
      image: 'lifestyle-office.jpg',
      cta: 'Get Started'
    },
    improvement: {
      conversionRate: '+23%',
      ctr: '+15%',
      cpc: '-12%'
    }
  }
};

Process Integration

Process Integration Points
campaign-creative-development.js Creative testing
ab-testing-program.js Testing methodology
campaign-performance-analysis.js Performance tracking

Best Practices

  1. Statistical Significance: Wait for sufficient data
  2. Isolate Variables: Test one element at a time when possible
  3. Document Learnings: Build creative knowledge base
  4. Apply Learnings: Scale winning creative
  5. Monitor Fatigue: Refresh creative proactively

Metrics and KPIs

Metric Description Target
Test Velocity Tests run per month >4
Win Rate Tests producing winners >30%
Lift Average improvement >15%
Learning Rate Insights documented All tests

Related Skills

  • SK-008: Paid Media Platforms (ad deployment)
  • SK-013: Email Marketing (email creative)
  • SK-003: Brand Asset Management (brand compliance)

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