gitwtfhub

wtf is aaai-review-simulator-prompt?

yule-cai/aaai-review-simulator-prompt — explained in plain English

Analysis updated 2026-05-18

159Audience · researcherComplexity · 1/5LicenseSetup · easy

TL;DR

A copy-paste AI prompt that simulates a strict AAAI conference review panel, so researchers can find weaknesses in their paper before submitting it.

Mindmap

mindmap
  root((repo))
    What it does
      Simulates AAAI reviewers
      Scores your paper
      Flags fatal issues
    Tech stack
      Plain text prompt
      No code required
    Use cases
      Pre-submission check
      Revision planning
      Score prediction
    Audience
      Researchers
      Grad students
    Output
      Mock review report
      Score summary table
      Weekly revision plan

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

Why would anyone build with this?

REASON 1

Paste your paper draft into an AI chat tool and get a mock AAAI-style review with numeric ratings before you submit.

REASON 2

Get problems sorted into fatal issues, major issues, and minor issues so you know what to fix first.

REASON 3

Use the one week revision plan to plan your last days before a deadline.

REASON 4

Check whether your paper's title, abstract, and body actually agree with each other.

How it stacks up

yule-cai/aaai-review-simulator-promptfoxemsx/riptidelucidrains/chroma-pytorch
Stars159159159
LanguageGoPython
Last pushed2022-12-27
MaintenanceDormant
Setup difficultyeasyeasyhard
Complexity1/51/55/5
Audienceresearchergeneralresearcher

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 5min
Use freely for any purpose, including commercial use, as long as you keep the copyright notice.

Wtf does this do

This project is not a piece of software you install and run. It is a written prompt, a long block of instructions you paste into an AI chat tool like ChatGPT or Claude, that asks the AI to pretend it is a panel of AAAI conference reviewers looking at your research paper before you submit it. AAAI is a well known computer science and AI conference, and getting a paper accepted there is competitive. The prompt asks the AI to take on four separate reviewer personas plus a senior meta-reviewer, each looking at a different part of the paper: whether the method is technically sound, whether the experiments are solid and reproducible, whether the idea is actually new compared to existing work, and whether the writing and structure follow conference rules. Each reviewer gives numeric ratings and a confidence score, in the same style real conference reviews use. The stated goal is not to make the paper sound better or to predict whether it will actually get accepted. It is to catch real weaknesses before submission: to sort problems into ones that would likely get the paper rejected outright, ones that would seriously hurt the score but could be fixed with more work, and small polish issues that can wait until later. The prompt also asks the AI to avoid inventing evidence, page numbers, or citations it cannot verify, and to say plainly when something in the paper is not clear enough to judge. There are different versions of the prompt: a shorter Chinese version for a quick self check, and a longer, more thorough Chinese version meant for a serious pre-submission review. The output includes a full mock review report, a summary table of scores, and a day by day one week revision plan for fixing the most urgent problems first. This is aimed at researchers and graduate students preparing an AI or computer science paper, not at general developers. It requires no installation and no code, only copying the prompt text into an AI chat interface. The project is unofficial and has no connection to the real AAAI conference or its actual review process. It is released under the MIT license.

Yoink these prompts

Prompt 1
Paste this AAAI review simulator prompt into Claude along with my paper's abstract and results section, then give me the mock reviewer report.
Prompt 2
Using this AAAI-style review prompt, tell me the three most likely fatal issues in my current draft.
Prompt 3
Run the compact Chinese version of this review prompt on my paper and give me an English summary of the scores.
Prompt 4
Apply this prompt's meta-review section to my paper and tell me whether it is closer to a clear accept or a borderline reject.
Prompt 5
Use this prompt's one week revision plan format to turn my reviewer feedback into a daily to-do list.

Frequently asked questions

wtf is aaai-review-simulator-prompt?

A copy-paste AI prompt that simulates a strict AAAI conference review panel, so researchers can find weaknesses in their paper before submitting it.

What license does aaai-review-simulator-prompt use?

Use freely for any purpose, including commercial use, as long as you keep the copyright notice.

How hard is aaai-review-simulator-prompt to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is aaai-review-simulator-prompt for?

Mainly researcher.

View the repo → Decode another repo

This repo across BitVibe Labs

Don't trust strangers blindly. Verify against the repo.