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What is ieee-transactions-review-response-engineer?

whitemo0623/ieee-transactions-review-response-engineer — explained in plain English

Analysis updated 2026-05-18

14PythonAudience · researcherComplexity · 3/5Setup · moderate

In one sentence

A Codex skill that helps authors write evidence-backed responses to peer review comments on IEEE Transactions papers, one comment at a time.

Mindmap

mindmap
  root((ieee response engineer))
    What it does
      One comment at a time
      Evidence backed replies
      Word in place updates
    Tech stack
      Python scripts
      LaTeX and PDF
      Word COM export
    Use cases
      Paper rebuttals
      Ablation experiments
      Code paper consistency
    Workflow
      Read all comments
      Plan then experiment
      Write and audit
    Audience
      Researchers
      Paper authors

Code map

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What do people build with it?

USE CASE 1

Draft an evidence-backed Author Response to a single reviewer comment on an IEEE Transactions submission.

USE CASE 2

Run the full required experiment without cutting corners on data, epochs, or baselines.

USE CASE 3

Check whether the paper's described methods actually match the implementation code.

What is it built with?

PythonLaTeXWord COM

How does it compare?

whitemo0623/ieee-transactions-review-response-engineer0c33/agentic-aiadennng/stock_strategy_lab
Stars141414
LanguagePythonPythonPython
Setup difficultymoderatehardhard
Complexity3/54/54/5
Audienceresearcherdeveloperresearcher

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

How do you get it running?

Difficulty · moderate Time to first run · 1h+

Needs the paper's LaTeX, PDF, code, and review comments as inputs, Word export needs Windows with Microsoft Word.

So what is it?

ieee-transactions-review-response-engineer is a Codex Skill, meaning an add on workflow for the Codex coding assistant, built to help authors respond to peer review comments on IEEE Transactions journal submissions. Rather than writing a reply from scratch, it works through one reviewer comment at a time and ties every claim in the response back to actual evidence. For each comment, it reads the paper's LaTeX source, the final PDF, the implementation code, the full set of review comments, and any previously handled comments, to figure out what the reviewer is really asking for. It checks whether the paper's description matches what the code actually does, and decides whether new experiments are needed or whether existing results already answer the concern. When an experiment is required, it runs the full version, without reducing dataset size, training epochs, model size, baselines, search space, repetitions, or random seeds, so the results stay reproducible instead of being a shortcut. Every number produced is tied back to a specific results file, code file, and configuration so it can be checked later. The tool records its reasoning in a response plan file per comment, covering the reviewer's real concern, related paper and code locations, related comments and whether their evidence can be reused, the experiment design, the actual results, and where in the target Word document the reply was written. The final written response follows a fixed order: the direct conclusion first, then the deciding evidence, then the actual changes made to the manuscript, without opening with stock phrases that acknowledge the concern before answering it. Before writing, the tool backs up the target Word file, edits only the specific comment's response section, and leaves the rest of the document and its formatting untouched. On Windows, it can use Microsoft Word itself, through a hidden read only instance, to export a check PDF of just the changed page so the author can verify layout and figures before submitting. Installation is a git clone into a Codex skills folder. It ships two helper Python scripts: one to set up a comment's folder with the input file paths, and one to audit that a completed response follows the expected structure before delivery.

Copy-paste prompts

Prompt 1
Use this skill to process Reviewer 2's Comment 4 for my IEEE Transactions submission.
Prompt 2
Help me set up a response case with my paper's LaTeX, PDF, code, and review comments.
Prompt 3
Audit my finished response plan for comment R2-C4 before I submit it.
Prompt 4
Explain how this tool decides whether a reviewer comment needs a new experiment.

Frequently asked questions

What is ieee-transactions-review-response-engineer?

A Codex skill that helps authors write evidence-backed responses to peer review comments on IEEE Transactions papers, one comment at a time.

What language is ieee-transactions-review-response-engineer written in?

Mainly Python. The stack also includes Python, LaTeX, Word COM.

How hard is ieee-transactions-review-response-engineer to set up?

Setup difficulty is rated moderate, with roughly 1h+ to a first successful run.

Who is ieee-transactions-review-response-engineer for?

Mainly researcher.

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