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
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描述
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.
為什麼我們推薦這個技能
An editor’s pick for turning a broad academic interest into five focused, testable research directions. It stands out by pairing each proposed gap with a draft question, feasibility assessment, and originality-risk warning, while clearly distinguishing stated evidence from assumptions.
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研究Journal Finder & Fit Assessor
Recommends suitable national or international academic journals based on your manuscript topic and preferences (quartile, turnaround, fee); explains scope fit, quartile, and potential risks for each; explicitly flags any predatory-journal suspicion. Who it's for: academics and graduate students preparing a manuscript for submission.
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
研究Deep research
Unlock deep insights on any research topic. This interactive assistant clarifies your direction, ensuring every exploration is precise and productive.
