Paper Summarize Skill

This skill provides academic-grade paper summarization with dynamic Standard Operating Procedure (SOP) selection based on paper topic classification.

Capabilities

Dynamic SOP Selection: Automatically selects appropriate analysis template based on paper type (method, dataset, multimodal, etc.)
Rigorous Analysis: Follows top-tier conference review criteria (NeurIPS/ICML/ICLR/ACL)
Structured Output: Generates comprehensive summaries with methodology critique, experimental assessment, strengths/weaknesses
Local File Storage: Saves summaries to organized directory structure with proper naming
Prompt Tracking: Maintains record of actual prompts used for reproducibility
Dataset Focus: Explicit attention to training/evaluation datasets used in experiments