cyberneticlibrary

Remove AI-writing patterns from drafts

avoid-ai-writingskillsetup L10
Sheshiyer/skill-clusters
What it does

Audit and rewrite prose to strip 21 AI writing patterns

Best for

When scrubbing AI-isms from published prose before releasing to avoid machine-generated tell-signs.

Inputs
  • · draft text
Outputs
  • · flagged issues list
  • · rewritten prose
  • · second-pass audit report
Preconditions

Text is prose (not code), already drafted and ready for polish

Failure modes

Pattern matching is guideline-based (some flags are context-dependent); cannot verify factual claims or find citations

Trust signals
  • · 43-entry replacement table
  • · re-audit second pass
  • · 21 pattern categories with concrete examples