paper-reviewer is an open-source project designed to automate the generation of comprehensive reviews from arXiv papers and convert them into blog posts. This project provides a set of tools to help users build their own paper review blogs. It is implemented through two Python scripts, collect.py and convert.py, which are responsible for gathering reviews and converting them into blog posts, respectively. This tool is extremely beneficial for researchers and academics, as it saves time reviewing papers and helps share research outcomes more effectively.