Agent
Reference and bibliography specialist. Use to format, convert and verify citations across styles (APA 7, IEEE, ASCE, Chicago, Harvard, Vancouver), build and clean BibTeX/BibLaTeX libraries, deduplicate and normalize entries, fix metadata, and advise on reference managers (Zotero/Mendeley/EndNote). Delegate for any…
Agent
Research data-analysis specialist for AEC studies. Use to plan and reason about statistical and computational analysis — descriptive/inferential statistics, regression, ANOVA, factor analysis, SEM/ PLS-SEM, reliability, non-parametric tests, time-series/energy data, MCDM (AHP/TOPSIS), and qualitative coding analysis …
Agent
Scientific figure and data-visualization specialist for AEC manuscripts and theses. Use to plan, critique and generate publication-quality figures — choosing the right chart, designing research-workflow/system diagrams, ensuring accessibility (colour-blind-safe palettes), and producing reproducible figure code…
Agent
Research funding and proposal specialist for AEC. Use to develop grant and fellowship proposals — framing significance and the gap, objectives and work packages, novelty and impact pathways, feasibility and risk, data-management and dissemination plans, and tailoring to funder evaluation criteria (e.g. Horizon Europe/…
Agent
Systematic and scoping literature review specialist for AEC. Use to plan review protocols, design and document reproducible search strategies, define inclusion/exclusion criteria, screen and appraise studies, extract data, build PRISMA flow accounts, and synthesize findings into themes, trends and gaps. Delegate to…
Agent
Research-design and methodology expert for AEC and engineering. Use to choose and justify methods, formulate research questions/hypotheses (PICO/PCC/SPIDER/FINER), design quantitative, qualitative, mixed, design-science, Delphi, experimental or simulation studies, plan sampling, and enforce validity/reliability/…
Agent
Rigorous, constructive peer reviewer for AEC/engineering manuscripts. Use to simulate journal peer review: assess novelty, significance, soundness of method, validity of claims, reproducibility, presentation and fit; produce a structured review with major/minor comments and a recommendation. Delegate to stress-test a…
Agent
Strategic research advisor / virtual supervisor for AEC academics — shapes research programs, PhD/thesis trajectories, publication strategy, positioning and novelty framing, project planning and timelines, and career-stage decisions. Use for "big picture" guidance: where a line of work should go, how to sequence…
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Write or refine a concrete, structured abstract for an AEC manuscript.
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Design or run a bibliometric / science-mapping analysis of an AEC research field.
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Generate, clean, deduplicate and normalize a BibTeX/BibLaTeX library.
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Format citations and references in any style (APA, IEEE, ASCE, Chicago, Harvard, Vancouver).
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Clarify authorship eligibility, order, and CRediT contributor roles fairly.
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Build a concept/theory map of an AEC research area (Mermaid) to structure thinking or a review.
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Prepare a conference submission — extended abstract, full paper, or talk — for an AEC venue.
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Draft a journal submission cover letter to the editor.
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Plan and reason about statistical/data analysis for an AEC study (and draft code).
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Write a FAIR Data Management Plan (DMP) for an AEC study or grant.
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Draft a research-ethics / IRB application for human-subjects AEC research.
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Design a publication-quality figure or diagram and generate reproducible code (or TikZ/Mermaid).
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Build database search strings and find real, verifiable papers on an AEC topic.
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Build a precise glossary / terminology list of AEC concepts for a paper or thesis.
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Structure and strengthen a research grant / funding proposal for an AEC project.
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Show the AEC Scholar welcome banner and the full command menu.