cyberneticlibrary

Generate platform-specific marketing copy

content-writerskillsetup L176
stevehuang0115/crewly

Causal-lift measurements

content-transformation-4pp vs no-skill baselinewith-skill 92% · baseline 96%

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

What it does

Write marketing copy, sales pages, email sequences, and content across all channels

Best for

When you need copy across multiple channels that is on-brand, audience-specific, and optimized for the format.

Inputs
  • · Platform/channel (email, landing page, social, blog)
  • · Target audience and persona
  • · Offer or message to communicate
Outputs
  • · Copy in the brand voice
  • · Optimized for the channel (length, tone, CTA)
  • · A/B testing variants if applicable
Preconditions
  • · Brand voice guide exists (or is inferred from samples)
  • · Audience persona is defined
  • · Offer/message is clear
Failure modes
  • · Ignores channel-specific constraints (email length, social character limits)
  • · Tone doesn't match brand voice
  • · CTA is weak or missing
  • · Doesn't account for platform algorithm (e.g., hook in first 3s for TikTok)
Trust signals
  • · Multi-channel approach (email, landing page, social, blog)
  • · Brand voice application guidance
  • · Audience persona-to-copy mapping
  • · Platform-specific best practices
  • · A/B copywriting variants
  • · CTA frameworks by goal