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auto-paper-improvement-loop

Autonomously improve a generated paper via GPT-5.4 xhigh review → 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.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
2,431
Hot score
99
Updated
March 20, 2026
Overall rating
C4.6
Composite score
4.6
Best-practice grade
A88.4

Install command

npx @skill-hub/cli install wanshuiyin-auto-claude-code-research-in-sleep-auto-paper-improvement-loop

Repository

wanshuiyin/Auto-claude-code-research-in-sleep

Skill path: skills/auto-paper-improvement-loop

Autonomously improve a generated paper via GPT-5.4 xhigh review → 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.

Open repository

Best for

Primary workflow: Ship Full Stack.

Technical facets: Full Stack.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: wanshuiyin.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install auto-paper-improvement-loop into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep before adding auto-paper-improvement-loop to shared team environments
  • Use auto-paper-improvement-loop for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

auto-paper-improvement-loop | SkillHub