cyberneticlibrary

Build platform-native content consistently

content-engineskillsetup L2182,740
affaan-m/everything-claude-code

Causal-lift measurements

content-transformation0pp 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

Content Engine

Best for

voice consistency matters across more than one output

Outputs
  • · a short voice profile if voice matching matters
  • · the core angle
  • · platform-native drafts
  • · posting order only if it helps execution
Requires
  • · LinkedIn
  • · YouTube
Preconditions
  • · API credentials or authentication token
Trust signals
  • · Real case examples or case studies
  • · Step-by-step workflow documented
  • · Clear priority and decision guidance
  • · Structured data or schema examples