rebuttal

Parse reviews and draft venue-compliant rebuttals with safety gates.

Updated Apr 2, 2026
One-click install
npx skills add https://github.com/dz306271098/ARIS_for_Robotics --skill rebuttal-dz306271098
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rebuttal
Source: https://github.com/dz306271098/ARIS_for_Robotics/tree/main/skills/rebuttal
Command: npx skills add https://github.com/dz306271098/ARIS_for_Robotics --skill rebuttal-dz306271098

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This workflow automates the creation of venue-compliant rebuttals by parsing external reviews, organizing concerns, and drafting structured responses within policy limits.

Core Features & Use Cases

  • Automated review ingestion and normalization: converts raw reviewer comments into a structured issue board.
  • Strategy-driven drafting: generates a plan and draft rebuttal aligned with venue rules and safety constraints.
  • Safety and provenance controls: enforces provenance, commitments, and coverage gates to avoid ungrounded claims.
  • Use Case: A researcher preparing an ICML rebuttal can feed in reviews and paper details, and the skill returns an issue board, strategy plan, and a ready-to-edit rebuttal draft.

Quick Start

Load your paper, raw reviews, and venue rules to initialize Phase 1 and generate an initial rebuttal draft.

Frequently Asked Questions about rebuttal

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate rebuttal drafting for OpenReview conferences like ICML or NeurIPS?

Automate rebuttal drafting by loading your paper source, raw reviews, and venue rules to generate an issue board, strategy plan, and editable draft. The workflow parses multi-reviewer comments and enforces strict word limits for ICML and NeurIPS OpenReview platforms.

What is an issue board in academic review management and when do I need one?

An issue board normalizes raw reviewer comments into structured concerns during rebuttal preparation. You need one when organizing multi-reviewer feedback to ensure your response achieves complete coverage of all raised issues.

How to ensure venue-compliant rebuttals with strict word limits and safety constraints?

Ensure venue-compliant rebuttals by applying safety lints and provenance gates that enforce strict word limits and prevent ungrounded claims. The workflow validates commitment and coverage constraints before finalizing your draft.

Can I handle multiple reviewer rounds and follow-up stages in automated rebuttals?

You can handle multiple reviewer rounds and follow-up stages by defining the current stage in your inputs. The workflow adapts its strategy plan and drafting phases to accommodate subsequent review cycles within venue guidelines.

What do I need to prepare before starting an automated rebuttal workflow?

Prepare your paper source text, raw reviewer comments, and specific venue rules before starting. These inputs initialize the workflow to automatically parse reviews, organize concerns, and generate a strategy-driven rebuttal draft.

Why does my generated rebuttal draft fail safety and provenance controls?

Rebuttal drafts fail safety and provenance controls when they contain ungrounded claims lacking source attribution or insufficient coverage of reviewer concerns. The workflow enforces these gates to prevent commitments unsupported by your paper source.