Academic Text Humanizer
Refines AI-generated academic drafts by removing common linguistic patterns while preserving technical economics terminology and formal structure.
The Academic Text Humanizer is a specialized skill for researchers who use AI to draft papers but need to eliminate the distinct 'AI voice' to maintain professional credibility. It systematically scans for 24 specific patterns across structural, lexical, rhetorical, and formatting categories—such as formulaic transitions, 'triplet' lists, and overused intensifiers like 'crucial.' Uniquely optimized for social sciences and economics, it ensures that LaTeX formatting, citation density, and discipline-specific conventions (like identification arguments and econometric vocabulary) remain intact while varying sentence structure for a more natural, human feel.