Turn an initial research idea into a project specification through a structured interview. Develop testable questions, hypotheses, methods for identifying causal effects, and data requirements, then rank options by feasibility and contribution and save the plan.
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.
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.
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.
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.
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.
Clean Quarto documents by converting leftover LaTeX commands into Quarto and Pandoc syntax. Update citations, cross-references, figures, tables, and formatting for HTML, PDF, and Word output, with a report of changes and items needing manual review.
Carry out research implementation plans from environment setup through code, tests, and pull requests. The workflow checks estimation convergence, standard errors, diagnostics, and reproducibility while tracking completed tasks in the original plan.
Check a paper's numerical claims against saved analysis outputs before submission. Receive a report identifying verified figures, unsupported claims, missing files, unreferenced outputs, and citation keys absent from the bibliography, without changing the manuscript.
Download and read academic PDFs in small batches, splitting them into four-page files. Build structured notes covering research questions, methods, data, findings, and replication feasibility, with progress saved after each batch.
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.
Coordinate collaborative academic and policy writing, from author roles and timelines to draft revision, reviewer responses, and submission materials. Improve clarity and reproducibility while preserving authorial voice and flagging changes to claims or interpretations.
Turn social science papers into structured Markdown reading notes covering contributions, key findings, methods, data, and limitations. Summaries include quantitative results, references to relevant tables or pages, keywords, and a BibTeX citation for later reference.
Audit an entire repository with four parallel agents checking documentation, hook scripts, skills, and rules. Identify broken references, incorrect counts, code issues, and conflicting information, then apply fixes and repeat verification for up to five rounds.
Review an economics paper before submission using six specialized agents. Check prose, consistency, claims, mathematics, table and figure documentation, and research contribution, then consolidate findings into a structured report informed by the target journal.
Build research workflows that regenerate results from raw data with a single command. Organize project files, configure workflow tools, manage software environments and data versions, and prepare replication packages for journal submission.
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.
Check citations in LaTeX and Quarto manuscripts against a bibliography file. Find missing references, unused entries, and likely citation key typos, then flag incomplete fields, author formatting problems, and character encoding issues.
Plan and draft academic papers from a research question, covering literature review, analysis, revision, and submission. The workflow checks supporting code and data sources so published claims can be reproduced.
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.
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.
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.
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.
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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