cyberneticlibrary

Generate ad copy variations at scale

ad-creativeskillsetup L117,464
alirezarezvani/claude-skills

Causal-lift measurements

ad-copy-generation0pp vs no-skill baselinewith-skill 96% · baseline 96%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Generate, iterate, and scale ad copy variations across platforms with creative frameworks and quality checks

Best for

Producing fresh creative variations at scale when one ad is winning and you need 5-7 more to test similar hooks

Inputs
  • · product and core value prop
  • · target audience with pain point
  • · platform and funnel stage
  • · existing performance data optional
Outputs
  • · 5-10 headlines per formula
  • · platform-specific body copy
  • · creative quality scores
  • · A/B testing groupings
Requires
  • · marketing-context.md if available
Preconditions
  • · product clearly defined
  • · platform(s) known
Failure modes
  • · character limit overage
  • · policy violations (unsubstantiated claims)
  • · generic benefit statements
Trust signals
  • · benefit-first/curiosity/social-proof/urgency headline formulas
  • · 3 creative frameworks by funnel stage (awareness/consideration/decision)
  • · platform specs reference table
  • · quality check scorecard per variation