리서치·학습 스킬

Prepare a research replication package for the sewage-house-prices project, including an AEA-format README, a master script, and a deposit checklist. Map script dependencies and validate ten requirements so others can follow the analysis workflow.

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• Prepare research files for a data deposit
• Document script dependencies and execution order
• Trace manuscript tables and figures to their scripts

Research industrial AI topics such as predictive maintenance and anomaly detection. Compare papers by methods and publication venues, distinguish preprints from reviewed work, identify conflicting findings and research gaps, or build an evidence-based survey draft.

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• Researching recent predictive maintenance literature
• Comparing industrial anomaly detection methods and evaluations
• Identifying research gaps in manufacturing AI

Audit causal inference in a sewage and house prices study by comparing manuscript claims with R code. Review design assumptions, statistical uncertainty, and robustness, then produce a prioritized report with concrete fixes.

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• Comparing manuscript methods with R analysis code
• Auditing assumptions behind causal inference
• Checking standard errors and multiple testing

Turn a research interest into a defined question and practical plan. Use structured brainstorming, literature review, gap analysis, and method comparison to produce a research proposal, organized review, and references, with Zotero support for paper management.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Develop a research topic using 5W1H
• Organize literature and identify unanswered questions
• Compare research methods and required resources

Turn completed experiment analyses into an internal research report that explains findings, figures, limitations, and next actions. Reports connect evidence to decisions and can be saved locally or written into a linked Obsidian project.

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• Write a wrap-up report from completed experiment analyses
• Explain figures and their implications for research decisions
• Record negative results, limitations, and next actions

Review an academic paper before submission by checking structure, logical consistency, citations, figures, tables, and writing clarity. A systematic checklist helps identify missing content and issues to address after drafting or revision.

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• Final paper checks before journal or conference submission
• Systematic review after completing a first draft
• Self-review before requesting advisor feedback

Turn papers stored in Zotero into detailed Obsidian reading notes, linking claims, methods, evidence, and limitations to a project. Synthesize findings across papers, track note coverage for entire collections, and build a visual literature map.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating detailed Obsidian notes from Zotero papers
• Comparing methods and identifying research gaps across papers
• Checking note coverage for a whole Zotero collection

Design or review how a sewage spill study estimates effects on house prices. Produce a strategy memo covering the target effect, assumptions, estimating equation, implementation outline, robustness checks, falsification tests, and anticipated referee objections.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning how to estimate sewage spill effects on house prices
• Reviewing assumptions behind an existing analysis
• Designing robustness checks and falsification tests

Develop a broad research interest into evaluated project options. Specialized agents generate ideas, assess feasibility and competition, and draft abstracts and conclusions, helping researchers decide what to pursue, postpone, or drop and which assumption to test first.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn a broad research interest into project ideas
• Compare the novelty and feasibility of research proposals
• Check competing work before choosing a direction

Develop a research idea through a structured conversation, then turn the answers into a written research specification. Clarify the question, testable hypothesis, data needs, methods for assessing cause and effect, expected findings, and feasibility.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning an early research idea into a concrete plan
• Exploring a new research direction from scratch
• Identifying data needs and threats to causal interpretation

Organize experiment goals, settings, metrics, and progress in existing Obsidian notes. Keep temporary logs in daily notes, promote stable findings into result notes, and connect evidence with interpretation and decisions about the next step.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Record experiment plans and training progress
• Organize baseline and ablation comparisons
• Preserve stable findings with supporting evidence

Assess study quality and risk of bias, meaning systematic distortions in research results. Choose assessment tools suited to the study and review purpose, document judgment rationales, and summarize evidence certainty and recommendations for use in further analysis.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Appraising studies included in a systematic review
• Checking study quality before a meta-analysis
• Assessing evidence certainty with GRADE

Coordinate a seven-stage literature review, from defining a research question to collecting and screening papers, building a searchable knowledge database, and producing PRISMA documentation. Specialized agents handle execution, with human approval at key decisions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Managing a systematic literature review
• Building a research knowledge repository
• Tracking approval of paper selection criteria

Find your way around Diverga with a guide to its 24 research agents across nine categories. View commands, example requests, direct invocation syntax, and checkpoints where people review research decisions, with recommendations based on research context.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Explore Diverga's research agents
• Find commands for setup and diagnostics
• Choose an agent for a research task

Set up Diverga through an interactive researcher profile wizard. It records your discipline, experience, statistical tools, database access, and collaboration preferences, then saves configuration that guides explanations, code suggestions, and database recommendations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Setting up a Diverga researcher profile
• Updating statistical software preferences
• Recording available academic databases

Plan quantitative research by comparing experiments and surveys against research goals and resource limits. Get design recommendations, sample size calculations, participant recruitment strategies, and experimental materials, with an assessment of factors that could distort results.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare experimental and survey designs
• Estimate the number of participants needed
• Plan participant sampling and recruitment

Turn research findings into academic abstracts, public summaries, press releases, and social posts tailored to each audience. Also supports reviewer responses, study pre-registration, reporting checklists, and checks on consistency and reproducibility.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting an abstract for journal submission
• Explaining research findings to the public
• Preparing point-by-point reviewer responses

Review research ethics, participant protection, and potential bias from planning through publication. The skill examines questionable research practices and study trustworthiness, then produces a structured report with evidence, risk levels, and prioritized recommendations.

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• Review consent documents before collecting data
• Screen analyses for questionable research practices
• Assess trustworthiness in qualitative research

Helps build a research framework by comparing theories, mapping relationships between variables, and deriving testable hypotheses. Explores less conventional options, examines weaknesses and competing explanations, and produces diagrams with anticipated reviewer objections.

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• Comparing theories for a research question
• Deriving hypotheses from relationships between variables
• Examining weaknesses and anticipated reviewer objections

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

Combine interview themes and numerical findings into comparison tables and integrated conclusions. The skill helps select an integration approach, explain agreements and contradictions, and assess whether conclusions are supported by both kinds of evidence.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Compare survey results with interview themes
• Develop survey items from interview findings
• Explain conflicting qualitative and quantitative findings

Find recent arXiv papers on EEG, or brainwave, decoding and brain-computer interfaces. Evaluate candidates using five quality criteria, select the top three, and save structured Chinese and English reviews with paper metadata as Markdown files.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Tracking recent EEG decoding papers
• Finding research on speech decoding from EEG
• Comparing brain foundation model papers

Coordinate research from question development through literature searches, analysis, and publication with specialized agents. Supports quantitative, qualitative, and mixed methods studies, plus systematic reviews, with human approval at key decisions about research direction and methods.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Refining research questions and choosing a theoretical framework
• Planning a systematic review and approving screening criteria
• Designing a qualitative study using interviews