majiayu000/claude-arsenal
xiaohongshu
xiaohongshu
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Literature Gap Identification Skill
literature-gap
Identify research gaps from systematic literature reviews. Use when: (1) Completing literature reviews, (2) Justifying new studies, (3) Grant proposal development, (4) Dissertation planning, (5) Identifying future research directions.
SKILL.md
Full skill instructions
Literature Gap Identification Skill
Purpose
Systematically identify and prioritize research gaps from literature synthesis.
Types of Research Gaps
1. Knowledge Gaps
- Phenomenon not yet studied
- Understudied populations
- Unexplored contexts
2. Methodological Gaps
- Lack of rigorous designs (RCTs)
- Limited longitudinal studies
- Need for mixed methods
3. Theoretical Gaps
- Competing theories not tested
- Mechanisms not understood
- Mediators/moderators unexplored
4. Practice Gaps
- Interventions not tested
- Implementation not studied
- Scalability unknown
5. Evidence Quality Gaps
- High risk of bias in existing studies
- Small sample sizes
- Inconsistent results needing resolution
Gap Analysis Process
- Synthesize Findings: What do we know?
- Identify Limitations: What are the weaknesses?
- Find Patterns: What's consistently missing?
- Prioritize: Which gaps are most important?
- Justify: Why does this gap matter?
Example
Research Area: Mindfulness interventions for anxiety
Gaps Identified:
- Few studies in adolescent populations (knowledge gap)
- Lack of active control comparisons (methodological gap)
- Mechanisms of action unclear (theoretical gap)
- No implementation studies in schools (practice gap)
- High attrition rates not addressed (evidence quality gap)
Prioritized Gap: Adolescent populations with active controls
- Feasible, high impact, fills critical knowledge void
Version: 1.0.0
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