Plan interviews and focus groups for qualitative research, which explores people’s experiences and views. Develop question guides, follow-up prompts, discussion plans, transcription conventions, and participant review procedures suited to the study.
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Plan literature searches for six review types, from systematic to rapid reviews. Develop database-specific search queries, selection criteria, citation tracking, and search records, while comparing approaches for coverage, reproducibility, and available time.
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Compare qualitative research designs for studying experiences, stories, cultures, or developing theory. Receive three options matched to the research question and available resources, plus a plan for participant selection, data collection, analysis, and quality checks.
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Convert LaTeX papers and reports into Typst documents, including structure, formatting, equations, figures, tables, citations, and cross-references. Reference guides and symbol mappings help translate individual commands or migrate an entire article.
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Find datasets for a research question and compare whether they support the planned study. Receive ranked candidates with feasibility grades, coverage, access requirements, methodological limitations, and recommended next steps for obtaining the most suitable data.
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Convert LaTeX article manuscripts into Quarto documents for publishing as HTML, PDF, or Word. Preserve mathematical content while adapting document settings, citations, figures, tables, and cross-references, and receive a report of items needing manual review.
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Review academic manuscripts for argument quality, causal evidence, statistical methods, citations, and presentation. Receive a structured report with strengths, major concerns, suggested improvements, and likely referee objections tied to specific parts of the paper.
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Review a grant proposal before submission through six specialized perspectives. Receive a consolidated report covering funder fit, research methods, feasibility, budget, consistency, and writing, with prioritized revisions and questions a review panel might ask.
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Build and estimate economic models that represent underlying choices and incentives. Get guidance on demand, dynamic choice, and auction models, select estimation methods, and diagnose numerical problems such as failed convergence or sensitivity to starting values.
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Analyze datasets in R or Python, from exploring distributions and missing values to fitting regressions. Produce tables and figures for publication, save scripts and model results, and review the analysis for common problems.
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Assess a social science paper outline in a .qmd file for missing research questions, contributions, hypotheses, data, and analysis plans. Receive criterion ratings and concrete suggestions in a separate report, with causal assumptions assessed when relevant.
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Translate research findings into concise policy briefs for decision-makers and stakeholders. The skill guides audience definition, structure, evidence summaries, policy options, recommendations, visuals, and talking points to produce a focused briefing document.
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Review Quarto manuscripts against APSA style rules for political science. Get a separate report grouped by document section, with suggested changes and explanations for numbers, capitalization, citations, terminology, and neutral language, while preserving the source.
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Proofread academic papers and manuscripts for grammar, typos, layout problems, and inconsistent terminology or notation. Receive a report for each file with issue locations, suggested corrections, categories, and severity, while source files remain unchanged.
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Create or revise Beamer slides, a LaTeX presentation format, and compile them into PDFs. Shape each slide around one clear claim, adapt the structure to the audience, and check typography, diagram spacing, and compilation warnings.
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Turn regression results, summary statistics, and simulation output into tables and figures for academic papers. Apply consistent number formatting, labels, and accessible visual styles, then produce files ready to include in LaTeX documents.
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Review a research paper alongside its Stata, R, or Python code to check reproducibility, code quality, and agreement with the main findings. Receive a Markdown report with supporting evidence, uncertainties, strengths, and prioritized next steps.
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Proofread English academic prose in Quarto .qmd documents for grammar, typos, punctuation, and clarity. Receive a separate Markdown report organized by section, with suggested revisions and reasons, while keeping the source file unchanged.
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Turn a recently solved research problem into searchable Markdown documentation. Capture symptoms, failed attempts, root causes, working code, and prevention checks, then organize the solution by category and link it to related records.
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Set up a research project with separate folders for code, source data, cleaned datasets, results, and documents. Create a research rules file from a template, a project README, and an initial progress log.
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Survey academic research on a topic by searching journals, working papers, and citation links. Combine findings into a structured report covering key papers, competing results, research gaps, and verified bibliography entries.
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Review existing R scripts for code quality, reproducibility, domain correctness, and coding standards. Produce a separate report for each script, plus a severity-based summary of findings and the three most critical issues, without changing source files.
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Examine figures, tables, and empirical results before interpreting them. The skill reviews every visible feature, explores possible explanations, checks sample sizes and patterns across estimates, and records unresolved questions in a structured report.
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Review prose in Quarto manuscript files for clutter, weak verbs, inconsistent voice, and unclear explanations using William Zinsser’s writing principles. Receive a separate Markdown report with section-based recommendations and reasons, while the source file remains unchanged.
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