from paper-humanizer-skill59
Academic text polisher for Chinese and English: removes AI-like phrasing while preserving factual accuracy, citations, and numeric data.
Paper Humanizer is a prescriptive editing skill that refactors academic text to sound more natural and less AI-generated while preserving all factual content, citations, and numeric values. It enforces a strict no-fabrication policy, keeps technical terminology intact, and applies language-specific phrase blacklists to remove common AI-isms. The SKILL.md includes system prompts, blacklist rules, parameter templates, and a recommended 4-section output format for deterministic responses.
Use when preparing drafts for submission (papers, theses, conference abstracts) to polish tone and phrasing without altering results, metrics, or citation markers. Useful for bilingual workflows (Chinese and English) and for editors who must maintain strict factuality.
Suited to agents that compose deterministic prompts and can apply editorial rules (Claude, LLM-based editorial pipelines, code-enabled assistants).
This skill has not been reviewed by our automated audit pipeline yet.
