What problem does it solve?
This Skill provides an automated, rigorous external critique of your research work by coordinating multi-round reviews via Codex MCP, surfacing weak claims, missing experiments, and narrative gaps.
Core Features & Use Cases
- Multi-round critique: Orchestrates iterative feedback from an external reviewer to improve scientific rigor.
- Weakness detection: Identifies logical gaps, unsupported claims, and missing experiments.
- Narrative refinement: Helps structure a stronger story and clearer contribution for venues like NeurIPS/ICML.
- Output generation: Produces a final consensus review document with actionable recommendations.
- Use Case: Researchers preparing a manuscript or a project proposal can run a structured external review to strengthen claims and design.
Quick Start
Provide your project context and specific questions to initiate Round 1 with the Codex MCP reviewer.