Scientific Paper Reviewer Skill (Multi-Venue)

Automate peer review workflows by using an orchestrator that detects the venue and applies pathway-specific evaluations, ethics checks, and structured synthesis for NeurIPS and IEEE submissions. It guides reviewers through standardized steps to generate a complete review package.

Standardize peer-review evaluations by applying a shared component library for venue detection, ethics screening, and paper classification, followed by venue-specific structured review templates tailored for NeurIPS and IEEE to ensure consistent synthesis.

Venue detection for multi-venue manuscript routing works by identifying whether a submission targets NeurIPS or IEEE, automatically routing the paper to the correct evaluation pathway to apply the appropriate peer-review checks and templates.

Yes, you can use one peer-review system for both NeurIPS conference and IEEE journal papers. The dual-pathway evaluation supports both venues, applying modular venue-specific assessments and shared ethics checks for comprehensive editor decisions.

Generate a structured peer-review package by following the orchestrator to detect the venue, select the correct NeurIPS or IEEE pathway, execute ethics screening and paper classification, and synthesize the final structured review using venue-specific templates.

Limitations of automated peer-review workflows include their restriction to supported venues like NeurIPS and IEEE; manuscripts outside these pathways require alternative evaluation frameworks, and the process relies on standardized templates that may not capture highly unconventional formats.