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Co-write proposals, technical specifications, and decision documents through context gathering, section-by-section drafting, and revision. A fresh AI reader then tests the document to reveal unclear explanations, missing context, and contradictions before it is shared.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting a proposal through discussion
• Organizing the structure of a technical specification
• Writing a document that explains a decision

Coordinate meta-analysis, which combines results across studies, from data extraction to reporting. Validate effect sizes, check for duplicates and implausible values, and assess how individual studies or publication bias affect the combined result.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Validate effect sizes extracted from research papers
• Check duplicate studies and dependent results
• Assess how individual studies affect pooled results

Screen research papers against a research question using six scoring dimensions. Choose criteria for a broad knowledge collection or a systematic review, then receive inclusion, exclusion, and human-review lists with evidence quotes checked against abstracts.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Screen papers for a systematic review
• Build a broad collection of relevant literature
• Review and approve inclusion and exclusion criteria

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

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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Migrate a LaTeX paper to Quarto
• Prepare a manuscript for HTML, PDF, and Word
• Convert citations and cross-references

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

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

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 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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking a political science manuscript against APSA style
• Reviewing citation wording and number formatting
• Flagging potentially biased language

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Checking whether an analysis script is reproducible
• Reviewing R code against coding conventions
• Auditing several related R scripts

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Clean up LaTeX commands left in a Quarto manuscript
• Fix citations and cross-references for Word or Typst output
• Update old R Markdown chunk options

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

Turns a copy-edit report into conflict markers that display original and suggested text together in the source file. Review each proposed change using VS Code or Positron's merge interface, optionally limiting edits to one Quarto section.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing proofreading suggestions individually
• Applying style edits selectively
• Reviewing changes within one Quarto section

Review academic slide decks or audit empirical analysis pipelines. It checks slide arguments, layout, and compilation, or reproduces numerical results in R, Stata, and Python to diagnose discrepancies and produce a formal report with prioritized recommendations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing academic slide arguments and layout
• Checking LaTeX compilation warnings
• Comparing empirical results across R, Stata, and Python

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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check whether a paper outline covers essential research elements
• Clarify contributions relative to previous studies
• Review causal assumptions in a research outline

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check repository consistency after broad changes
• Find broken paths and outdated feature counts
• Review hook scripts and rule consistency

Carry a research task from brainstorming and planning through code implementation, review, and documentation. Multiple agents handle independent implementation tasks in parallel, then report the resulting files, changes, and findings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Take a research task from initial ideas through implementation
• Split independent implementation tasks among multiple agents
• Run review and knowledge documentation after implementation

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

Build and check research replication packages so a project's results can be reproduced. Routes checks to a dedicated agent that examines seeds, versions, file paths, workflow integrity, data documentation, execution environments, and matching outputs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing a research replication package
• Checking seeds, versions, and file paths
• Verifying reproduced outputs against expected results

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

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Choose an estimation method for a structural economic model
• Implement BLP demand estimation
• Estimate dynamic choice and auction models

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