# nishiwen1214/ChatReviewer

ChatReviewer: 使用ChatGPT分析论文优缺点，提出改进建议

Repository: https://github.com/nishiwen1214/ChatReviewer
Canonical: https://ross.abutalabs.com/products/chatreviewer
Language: Python
License: NOASSERTION
License Family: other
Last push: 2024-11-22T07:37:58+00:00

## Health v2 (maintenance only)
Score: 30/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 90
- inputs: {"age_days": 1264, "days_push": 649, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1377, forks 123 (observed 2026-08-28T04:04:33.351339+00:00)

## What it is
ChatReviewer is a Python application built on the ChatGPT API that analyzes academic papers, summarizing their strengths and weaknesses and suggesting improvements. It also includes ChatResponse, a companion tool that generates point-by-point author replies to reviewer comments.

## Use cases
- analyze the pros and cons of a research paper with AI
- get improvement suggestions for my own manuscript before submission
- quickly summarize academic papers to speed up literature review
- generate point-by-point responses to peer review comments
- batch review a folder of PDF papers

## When to choose
- you want a quick AI-assisted assessment of a paper's strengths and weaknesses
- you need help drafting rebuttals to reviewer comments
- you prefer a self-hosted tool with Docker deployment and a web UI

## When to avoid
- you need a fully private solution that never sends paper text to a third-party LLM API
- you expect publication-quality review text you can copy directly (the tool deliberately inserts warnings against this)
- you need offline operation without an OpenAI API key

## Facets
- artifact type: application
- maturity: maintenance
- function: llm-inference, nlp, pdf, chatbot
- domain: large-language-models, education, developer-tools
- platform: python, cross-platform
- tags: paper-review, chatgpt, academic-writing, peer-review, openai-api, natural-language-processing, docker, web-server

## Member repositories
- nishiwen1214/ChatReviewer (main) score 30

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:33.351339+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:40:27.004264+00:00, confidence not recorded.
  - readme: https://github.com/nishiwen1214/ChatReviewer (fetched 2026-08-28T04:04:33.351339+00:00, sha 159f214e0bb3)
- Data as of 2026-08-30T08:39:29.467469+00:00.