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Submission Rebuttal Pipeline

Drafts a grounded, venue-compliant text rebuttal to peer reviews, tracking every reviewer concern.

Source Download skill
Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Stars
18,482
Licence
MIT
Files
1 file

What it does

When you receive peer reviews on a paper submission, this skill makes the agent parse each reviewer's comments, split them into individual concerns, and plan a response strategy. It then drafts a text-only rebuttal within character limits, checking that every factual claim traces to the paper, reviews, or user-confirmed results, and that no reviewer concern is silently dropped. It can also manage follow-up rounds with the same reviewers. It does not run new experiments, edit the PDF, or submit anything to the venue.

Great for

  • Researchers preparing an ICML-style text-only rebuttal under a strict character limit
  • Authors with several reviewers who need full issue coverage and no overpromising
  • Anyone who wants a structured issue board and strategy plan before deciding how to reply

Skip it if

  • Papers where the venue allows a revised PDF or new experiments, since the skill explicitly does not do those (it only drafts text)
  • Situations where you have no venue rules or limit; the skill is told to stop and ask rather than guess
  • Anyone wanting it to make new claims or results up; it is designed to block ungrounded statements, but a user should still review every draft before submitting

Try asking

  • “Here are my three OpenReview reviews for our ICML submission, draft a rebuttal under 5000 characters”
  • “Parse these reviewer comments into an issue board and strategy plan, stop before drafting (quick mode)”
  • “We got a follow-up question from Reviewer 2 after our rebuttal, help me respond within the remaining budget”
Step-by-step guide: how to use Submission Rebuttal PipelineInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 1 original files, the MIT licence and an attribution note.

    rebuttal.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip rebuttal.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip rebuttal.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Provide the venue name and exact character or word limit up front, since the skill stops if these are missing.
  • Use QUICK_MODE first to review the issue board and strategy before generating the full draft.
  • Read every drafted sentence against the paper yourself and confirm any new results or commitments before they go to reviewers.

What's inside

  • SKILL.md

Redistributed unmodified from wanshuiyin/Auto-claude-code-research-in-sleep under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.