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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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigating undefined citation errors
• Checking bibliography completeness after adding references
• Finding unused bibliography entries

Run a research task through five ordered stages: brainstorming, planning, implementation, review, and documentation. The workflow checks that brainstorming and planning files exist before proceeding, then reviews and documents what the implementation stage produced.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Taking a research task from initial ideas to documentation
• Planning and implementing an estimation problem
• Working through a methodological improvement

Generate 15–20 research directions from a question, topic, or data opportunity, then narrow them to 5–7 candidates. Receive ranked ideas with feasibility assessments, key risks, confidence scores, and reasons for rejecting the others.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Explore research directions from a broad topic
• Find research uses for newly available data
• Compare ideas by feasibility and contribution

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting up folders for a new research project
• Automating analysis and figure generation
• Debugging results that differ across computers

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check manuscript numbers before submission
• Verify table and figure references against output files
• Find analysis outputs not referenced in the paper

Turn research ideas into a coordinated program with clear questions, data needs, methods, team roles, and publication plans. Connect academic papers with policy and public-facing outputs while considering feasibility, data availability, and long-term institutional activities.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Design a multi-year research program
• Turn research ideas into defined projects
• Plan roles for student research teams

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a figure before publication
• Investigating unexpected spikes or dips
• Checking sample sizes across tables

Check an economics paper before submission with two parallel reviewers. Assess its contribution, whether the design supports causal conclusions, and unsupported claims, then receive a short report with fixes ranked by severity.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking an economics paper before submission
• Reviewing whether evidence supports causal claims
• Finding unsupported mechanisms and broad generalizations

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn a broad topic into research questions
• Compare approaches for identifying causal effects
• Prioritize questions by feasibility and contribution

Clean up hard-wrapped Markdown and .qmd files by joining mid-sentence line breaks and placing each sentence on its own line. Preserve headings, code blocks, lists, quotes, and YAML metadata while adjusting paragraph whitespace.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Removing mid-sentence line breaks from a README
• Putting each sentence of a .qmd paper on its own line
• Reformatting text while preserving Markdown structure

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Proofreading English academic papers written in Quarto
• Reviewing only a section identified by its Quarto label
• Checking prose in figure captions and document metadata

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Explore distributions, missing values, and relationships
• Run regressions on cross-sectional or panel data
• Export publication-ready regression tables and figures

Turn a research task or estimation problem into a saved implementation plan grounded in project code, prior decisions, and relevant methods. Adjust the detail to the task and document dependencies, risks, diagnostics, and acceptance criteria.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning implementation of a new estimation method
• Planning fixes for convergence or data problems
• Organizing robustness checks and replication steps

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Implement an estimation method from a research plan
• Build and verify a research data pipeline
• Run robustness checks and document results

Analyze U.S. electoral district plans in R with redistverse. Guides data preparation, simulations under population and geographic constraints, diagnostic checks, and comparisons of district shape, partisan fairness, and administrative splits through maps and summary tables.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing census, election, and geographic data
• Simulating district plans under population constraints
• Comparing enacted plans with simulated alternatives

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Recording a fix for estimation convergence failures
• Documenting causes and fixes for data processing errors
• Preserving solutions to reproducibility problems

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing an economics paper before journal submission
• Checking consistency across text, equations, and tables
• Finding causal claims that exceed the evidence

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a grant proposal before submission
• Checking alignment with a target funder
• Finding gaps across methods, budget, and timeline

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a manuscript before submission
• Checking the assumptions behind causal claims
• Anticipating referee objections and possible responses

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking reproducibility before sharing research code
• Matching main tables and figures to analysis scripts
• Reviewing dependencies, file paths, and execution order

Review econometric code, proofs, data workflows, and outputs with multiple specialist agents. Assess identification—the assumptions that let data establish an effect—alongside estimation, numerical stability, and reproducibility, then consolidate findings into prioritized tasks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking estimation code and standard errors
• Examining assumptions behind identification arguments
• Reviewing proofs and derivations before submission

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Migrate an academic paper from LaTeX to Typst
• Find Typst equivalents for LaTeX commands and math symbols
• Convert tables, citations, and cross-references

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Survey prior research on a new topic
• Find related studies through a key paper's citations
• Compare conflicting findings across studies

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Summarizing research for policymakers
• Drafting a two-page policy brief
• Organizing policy options and recommendations