literature-gap

Identify and categorize research gaps from systematic literature reviews.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/astoreyai/ai_scientist --skill literature-gap
Or copy as Structured Prompt for Agent
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Skill: literature-gap
Source: https://github.com/astoreyai/ai_scientist/tree/main/skills/literature-gap
Command: npx skills add https://github.com/astoreyai/ai_scientist --skill literature-gap

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill detects knowledge, methodological, theoretical, and practice gaps from literature syntheses to guide future work.

Core Features & Use Cases

  • Gap Typologies: Knowledge, methodological, theoretical, practice, and evidence-quality gaps.
  • Prioritization: Systematic prioritization of gaps based on impact and feasibility.
  • Justification: Clear rationale for proposed future work.

Quick Start

Identify top three knowledge gaps in mindfulness interventions for anxiety.

Frequently Asked Questions about literature-gap

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

FAQPage Schema
How do I identify and prioritize gaps in a systematic literature review?

Identifying gaps involves categorizing research findings into knowledge, methodological, theoretical, practice, and evidence-quality gap types, then prioritizing them by impact and feasibility. This structured approach reveals what remains unknown, unstudied, or unclear in your field, guiding decisions on future research directions.

What types of research gaps should I look for in literature synthesis?

Research gaps fall into five categories: knowledge gaps (unexplored questions), methodological gaps (missing approaches or designs), theoretical gaps (untested frameworks), practice gaps (findings not applied), and evidence-quality gaps (weak or conflicting evidence). Identifying all types ensures comprehensive gap analysis.

Can I use gap analysis for dissertation planning and grant proposals?

Yes. Gap analysis systematically identifies and justifies future research directions by revealing knowledge and methodological voids. This structured justification strengthens dissertation proposals and grant applications by demonstrating how your work addresses documented gaps rather than duplicating existing research.

How do I structure and report research gaps in a reproducible way?

Use a standardized taxonomy to categorize gaps, apply systematic prioritization criteria based on impact and feasibility, and document your reasoning for each gap identified. This reproducible workflow ensures consistency, transparency, and defensibility in your gap synthesis and reported justifications.

What's the difference between evidence-quality gaps and knowledge gaps?

Knowledge gaps are questions that remain entirely unaddressed in the literature. Evidence-quality gaps occur when research exists but findings are weak, inconsistent, or limited by methodological constraints. Both guide future work but demand different research strategies.

Do I need to complete a full systematic review before identifying research gaps?

A systematic literature review provides the structured foundation for reliable gap identification. While informal reviews can surface gaps, a systematic approach ensures comprehensive coverage, reduces bias, and produces defensible, reproducible gap analysis for roadmapping future research.