gap-identify

Analyze taxonomy.md to identify research gaps and output gap_analysis.md.

1|Updated Mar 25, 2026

Search Tags:#templates #gap-analysis #gap-identification #research-gaps #analysis-workflow #taxonomy-analysis #survey-construction

Ready to run

npx skills add https://github.com/HeXiao-55/Auto-SurveyMind --skill gap-identify

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: gap-identify
Source: https://github.com/HeXiao-55/Auto-SurveyMind/tree/main/skills/gap-identify
Command: npx skills add https://github.com/HeXiao-55/Auto-SurveyMind --skill gap-identify

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identify research gaps by analyzing a taxonomy to guide survey construction and topic selection.

Core Features & Use Cases

Parses taxonomy.md to extract Method Categories, Submethods, Training Paradigms, Core Challenges, and Evaluation Focuses.
Generates a structured gap_analysis.md that highlights gaps across five defined types: Unexplored Combinations, Benchmark Gaps, Methodological Gaps, Scale Gaps, and Generalization Gaps.
Provides a practical workflow to produce actionable research opportunities and documentation for surveys.
Suitable for researchers and practitioners planning surveys or literature reviews that require gap-aware topic selection.

Quick Start

Feed taxonomy.md into the gap-identify skill to produce gap_analysis.md that highlights actionable research gaps.

Frequently Asked Questions about gap-identify

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

FAQPage Schema

How do I identify research gaps from a taxonomy for survey construction?▼

Taxonomy analysis identifies research gaps by parsing taxonomy.md to extract method categories and evaluation focuses, surfacing unexplored combinations and methodological gaps to guide survey construction.

What types of research gaps can taxonomy analysis surface?▼

Taxonomy analysis surfaces five defined research gap types: Unexplored Combinations, Benchmark Gaps, Methodological Gaps, Scale Gaps, and Generalization Gaps for actionable documentation.

How do I generate a structured gap analysis report from markdown inputs?▼

You generate a structured gap analysis report by feeding taxonomy.md into an analysis workflow, which parses method categories and outputs gap_analysis.md following predefined templates to highlight actionable research opportunities.

Can I use taxonomy analysis to find literature review gaps across different domains?▼

Yes, you can apply taxonomy analysis across domains to parse taxonomy.md inputs, extracting submethods and core challenges to produce gap-aware topic selection for literature reviews.

Does gap identification work without specific framework dependencies?▼

Gap identification works without external dependencies by reading taxonomy.md files directly, analyzing coverage internally, and outputting structured gap_analysis.md following standard templates.

When should I use taxonomy-based gap identification for topic selection?▼

Use taxonomy-based gap identification when planning surveys or literature reviews that require structured gap-aware topic selection, parsing taxonomy.md to highlight actionable research gaps across method categories.