PaperSpine Humanize

Self-contained skill — can be used standalone on any academic text, or as part of the PaperSpine suite. Applies tier-specific writing constraints based on real AIGC detection dimensions and produces a teaching matrix that documents every change.

When To Use

• In PaperSpine: auto-invoked by rewrite/build when humanize_tier is not none
• Standalone: invoke directly on any academic text that needs AI detection reduction

Configuration

Read paper_spine_config.json for humanize_tier (none/light/medium/heavy) and output_language (zh/en). When used standalone, default to medium / zh if no config found.

Required Output: humanize_matrix.md