ieee-pes-paper-reviewer

Audits IEEE PES papers for physics consistency across PF, Line Flow, and cascade scenarios.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/mhdhazmi/GNNPowerSystem --skill ieee-pes-paper-reviewer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ieee-pes-paper-reviewer
Source: https://github.com/mhdhazmi/GNNPowerSystem/tree/main/skills/paper-review-skills
Command: npx skills add https://github.com/mhdhazmi/GNNPowerSystem --skill ieee-pes-paper-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Reviews IEEE PES paper submissions for physics-guided SSL GNN power grid research to verify claims, assess physics consistency, and ensure submission readiness.

Core Features & Use Cases

  • Comprehensive claim auditing across PF, Line Flow, and cascading failure tasks
  • IEEE compliance checks, figure/table audits, and comparative positioning against baselines
  • Reproducibility guidance and mode-based review workflows (compliance, shadow-review, claims-audit, physics-check, reproducibility, figures-tables, positioning)

Quick Start

Run a mode-driven review on a target manuscript to generate a full audit.

Frequently Asked Questions about ieee-pes-paper-reviewer

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

FAQPage Schema
How do I review an IEEE PES paper for physics consistency in power grid GNN research?

To review an IEEE PES paper for physics consistency, apply a mode-driven audit validating claims against evidence and checking power flow, line flow, and cascade scenarios. This generates a structured JSON ledger of claims and audit reports.

What is a claims audit for SSL GNN power grid submissions?

A claims audit for SSL GNN power grid submissions systematically validates manuscript claims against provided evidence, ensuring physics consistency across power flow, line flow, and cascading failure tasks for IEEE PES submission readiness.

Can I check IEEE PES compliance and reproducibility for physics-guided GNN manuscripts?

Yes, you can check IEEE PES compliance and reproducibility for physics-guided GNN manuscripts by running specific review modes that generate compliance reports, figure and table audits, and a reproducibility package outline.

Does the power grid paper review cover optimal power flow tasks?

No, the power grid paper review explicitly covers power flow and line flow tasks but does not handle optimal power flow (OPF). It focuses on validating physics consistency for PF, line flow, and cascade scenarios.

What review modes are available for auditing IEEE PES power grid papers?

Available review modes for auditing IEEE PES power grid papers include compliance, shadow-review, claims-audit, physics-check, reproducibility, figures-tables, and positioning, returning a structured JSON ledger and audit reports.