Auto Paper Improvement Loop

What this skill does

Auto Paper Improvement Loop is a production-ready Claude Code skill (quality score 70/100) in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/auto-paper-improvement-loop/ and loads when your prompt matches the skill's trigger.

When to invoke it: 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.

Who uses this skill

The Auto Paper Improvement Loop skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

mkdir -p ~/.claude/skills/auto-paper-improvement-loop
curl -L https://claudskills.com/skills/auto-paper-improvement-loop/SKILL.md \
  -o ~/.claude/skills/auto-paper-improvement-loop/SKILL.md

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