cyberneticlibrary

Multiply content across formats in one week

content-repurposeskillsetup L196
TheCraigHewitt/skills

Causal-lift measurements

content-transformation+4pp vs no-skill baselinewith-skill 100% · baseline 96%

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

What it does

Transform one content piece into multiple formats

Best for

When you have strong foundational content and need to maximize reach by adapting to different consumption formats.

Inputs
  • · source content (article/video transcript/whitepaper)
  • · target formats (social/email/slides)
Outputs
  • · adapted versions for each format
  • · platform-specific optimizations
  • · messaging variations
Requires
  • · source content access
Preconditions
  • · Core content exists
  • · Identify target audiences per format
Failure modes
  • · Naively shrinks content instead of adapting messaging
  • · Doesn't tailor CTAs per platform
Trust signals
  • · Format-specific best practices (threads, email templates)
  • · Tone adaptation guidelines