Refines and transforms AI-generated text into natural, human-like prose using a multi-pass orchestration pipeline.
The Humanize skill is a sophisticated orchestrator for the Diverga pipeline, designed to systematically remove detectable AI patterns from manuscripts and drafts. It coordinates three specialized agents—G5 (Auditor), G6 (Humanizer), and F5 (Verifier)—to perform multi-layered transformations across vocabulary, structure, and discourse. By enforcing strict checkpoints and typographic standards, this skill ensures that humanization remains under user control while maintaining the integrity of technical data, citations, and professional formatting. It is an essential tool for authors and researchers seeking to bridge the gap between AI-assisted drafting and authentic human expression.
主な機能
01Strict Unicode typographic enforcement to eliminate common AI markers like straight quotes and ASCII dashes.
02Mandatory user checkpoints (AskUserQuestion) at every stage to prevent autonomous over-writing.
03Section-selective humanization allowing targeted refinement of specific manuscript components.
