Research Topic & Gap Finder
Suggests original research topics and gaps in your field
Research Topic & Gap Finder
Suggests original research topics and gaps in your field
Description
Suggests original, workable research topics and gaps from your area of interest and literature knowledge; provides a research-question draft and feasibility note for each. Who it's for: graduate students and researchers looking for a thesis or article topic.
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Research Literature Gap-Matrix Analyzer
Detects, classifies, and justifies literature gaps across 9 dimensions using semantic similarity and gap-geometry analysis. Transforms a research question plus 10–50 abstracts into a structured academic report with confidence scores, gap geometry matrix, relationship graph, filling strategies, and publication-ready sentence templates. Step 2-step (Gap Geometry + Deep Analysis) Sub-agent 9 (6 detection + 3 synthesis) Control Point Adaptive — 1 for ≤20 summaries, 2 for >20 summaries Language English Framework components of the skill: The bridge metaphor — the mathematical formulation X ≠ Y but X ≈ Y 4-region gap geometry (Redundancy / Gap Region / Hidden Gap / Irrelevant) 9-sub-agent architecture — Context, Method, Variable, Theory, Time, Finding, Semantic-Gap, Composition-Gap, Dependency-Gap Relationship graph — similar_to, belong_to, compose_with, depend_on Threshold calibration by discipline — social sciences (0.60), engineering (0.70), default (0.65) Set of rules for elements to be included or excluded (5+5) Selection based on confidence score — 70%+ threshold, maximum of 3 gaps Sample text ready for publication — clearly marked as AI-generated Adaptive checkpoint — approval mechanism that adjusts automatically based on the number of summaries
Research Topics & Gap Finder
Suggests original, feasible research topics and gaps based on your interests and knowledge of the existing literature; provides a draft research question and a feasibility note for each. Who it's for: Graduate students and researchers looking for a thesis or paper topic.
ResearchResearch Gap Identifier
Systematic analysis of literature to identify research gaps and provide actionable starting points for academic research. Based on systematic literature review methodology, it proceeds through three stages: literature extraction and clustering, in-depth comprehensive analysis, and research gap identification and explanation.
