This repository provides a static and dynamic academic writing skill system. Static skills offer reusable base rules for academic constraints, while dynamic skills are generated per-manuscript by prompting an LLM to analyze a corpus of target journal papers plus optional field-top or topic-similar papers. The output is a visible, editable dynamic_writing_skill.md file that serves as a revision framework for section-by-section academic rewriting. It integrates with Claude Code and Codex as the underlying LLM agents.