Human-Grade Writing & Polish

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Refines prose in English and Chinese by stripping AI-like patterns, polishing tone, and ensuring natural localization for professional documents.

The Write skill is a specialized capability designed to eliminate the mechanical 'AI taste' from drafts, release notes, and social media posts. It bridges the gap between AI-generated content and human-quality writing by removing over-polished vocabulary, repetitive structures, and specific artifacts like em-dashes. With dedicated modes for long-form articles, bilingual Chinese-English consistency, and product localization, it ensures that your technical and creative prose remains natural, context-aware, and strictly aligned with your original intent.

Características Principales

01AI Pattern Removal: Strips away mechanical 'fingerprints' to make prose sound authentically human.
02Structural Article Review: Detects repetition and bloat in long-form content to propose structural improvements.
03Automated Release Notes: Generates user-centric changelogs from git history based on project-specific styles.
04Product Localization: Audits i18n strings and app copy to ensure they feel native to target audiences.
05Bilingual CN/EN Optimization: Standardizes spacing, punctuation, and terminology for professional Chinese-English copy.
065,662 GitHub stars

Casos de Uso

01Reviewing and standardizing bilingual technical documentation to ensure consistent terminology and formatting.
02Generating professional, categorized release notes from commit logs for GitHub or product update feeds.
03Refining raw AI drafts into polished, human-sounding social media posts for X (Twitter) or LinkedIn.