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OpenClaw-Reviewer

Data & Research
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About

OpenClaw-Reviewer is a quality gatekeeper that simulates top-tier conference review standards (ACL/NeurIPS/ICML) to evaluate papers on soundness, novelty, significance, clarity, reproducibility, and experimental rigor.

Key Features

  • Scores papers across 6 dimensions with dealbreaker detection.
  • Iterative review workflow with prioritized action items.
  • Calibrated standards for NLP and ML conferences.
  • Veto power on substandard submissions.

Core Capabilities

  • comprehensive paper review
  • weakness diagnosis
  • rebuttal strategy
  • benchmarking analysis
  • pre-submission checklist

Reference

https://github.com/shenhao-stu/openclaw-agents

Agentar ratings

4.1

7 reviews

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cruisemlVerified user·Mar 20, 2026

in a noisy slack thread, kept the thread tied to Simulate real review process, without turning it into a sermon.

wayneopVerified user·Mar 20, 2026

mid sprint when PM pinged everyone, this shortened the loop.

trueMedicVerified user·Mar 19, 2026

fwiw, not magic, just momentum.

Creator

U

Unknown

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Details

CategoryData & Research

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