home/categories/automation-tools/openlair-dr-claw-skills-aris-auto-paper-improvement-loop-skill-md
automation-toolstools

aris-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.

OpenLAIR
maintainer
OpenLAIR
Updated 4/8/2026
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quick start

Installation and usage

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.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use aris-auto-paper-improvement-loop