Developer WantongC released journal-adapt-writing-skill on GitHub on May 13, 2026, a Claude Code skill that automatically adapts academic manuscripts to match specific journal writing conventions. The open-source tool gained 279 stars on GitHub's trending list by analyzing published papers to learn journal-specific patterns.
Tool Analyzes 8-10 Sample Papers to Extract Journal Conventions
The skill works by analyzing 8-10 sample papers from a target journal to extract structural patterns, rhetorical moves, and vocabulary conventions. It then synthesizes a custom writing style guide for that specific journal and revises manuscripts section by section to match the learned conventions. This approach differs from generic academic writing tools by learning from actual published examples rather than applying broad rules.
Addresses Real Publishing Challenge for Academics
Academic researchers frequently need to adapt their writing style when submitting to different journals. Economics journals have different conventions than computer science journals, and medical journals have different expectations than social science journals. This tool automates the traditionally time-consuming process of learning and matching those conventions, potentially helping researchers—especially non-native English speakers and early-career academics—improve their publication chances.
Part of Growing Claude Code Academic Writing Ecosystem
Journal-adapt-writing-skill joins a broader ecosystem of academic writing skills for Claude Code, including Academic Writing Polish (removes AI patterns), Scientific Writing (enforces academic standards), Research Paper Writer (full manuscript drafting), and Academic Research Skills (complete research-to-publication workflow). The tool is implemented with support for LaTeX and includes tags for academic-writing, economics, journal, manuscript-revision, and prompt-engineering.
Key Features Enable Journal-Specific Adaptation
The skill offers four core capabilities:
- Style Calibration: Learns writing voice from past published work in the target journal
- Section-by-Section Revision: Systematically adapts each part of the manuscript
- Journal-Specific Patterns: Captures how specific journals structure arguments and present evidence
- Academic Standards: Maintains strict academic writing standards while adapting style
Key Takeaways
- WantongC's journal-adapt-writing-skill gained 279 GitHub stars by automating academic manuscript adaptation to journal-specific conventions
- The tool analyzes 8-10 sample papers from target journals to extract structural patterns, rhetorical moves, and vocabulary conventions
- It revises manuscripts section by section to match learned journal conventions while maintaining academic standards
- The skill is part of a growing Claude Code ecosystem for academic writing that includes polishing, drafting, and full research workflows
- By learning from published examples rather than generic rules, the tool democratizes access to journal-specific writing adaptation for researchers