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.
安装
npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill auto-paper-improvement-loopnpx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill auto-paper-improvement-loop -a claude-code -gnpx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill auto-paper-improvement-loop -a codex -ggemini skills install https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep.git --path skills/skills-codex-gemini-review/auto-paper-improvement-loopgh skill install wanshuiyin/Auto-claude-code-research-in-sleep auto-paper-improvement-loopgit clone --depth 1 https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep /tmp/wanshuiyin__Auto-claude-code-research-in-sleep
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/wanshuiyin__Auto-claude-code-research-in-sleep/skills/skills-codex-gemini-review/auto-paper-improvement-loop ~/.claude/skills/auto-paper-improvement-loop # Claude Code
cp -R /tmp/wanshuiyin__Auto-claude-code-research-in-sleep/skills/skills-codex-gemini-review/auto-paper-improvement-loop ~/.agents/skills/auto-paper-improvement-loop # Codex, Cursor, Gemini CLI, Copilot, OpenCode