home/categories/automation-tools/wanshuiyin-auto-claude-code-research-in-sleep-skills-skills-codex-gemini-review-auto-paper-improvement-loop-skill-md
automation-toolstools
auto-paper-improvement-loop
Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
maintainer
wanshuiyin
Updated 3/22/2026
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quick start
Installation and usage
Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use auto-paper-improvement-loop