Develop a vague research interest into a specific question and plan. Use 5W1H prompts, literature reviews, and analysis of unanswered questions to define hypotheses, required evidence, suitable methods, and a concrete next step.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
This skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap analysis", "start research project", "conduct literature review", "define research question", "select research method", "plan research", or mentions research project initiation phase. Provides comprehensive guidance for research startup workflow from idea generation to planning.
설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Supports the complete workflow for the research project initiation phase, from vague idea to a traceable research contract: research question, hypothesis, evidence needs, falsification criteria, method selection, and next action.
Systematically brainstorm research ideas using the 5W1H framework:
Integration with superpowers:brainstorming: Can invoke the superpowers:brainstorming skill for interactive brainstorming to help rapidly generate and evaluate research ideas.
Systematically search, analyze, and synthesize related literature:
Systematically identify and evaluate research gaps:
Analysis Dimensions:
Formulate specific research questions based on literature analysis:
Research Question Card that states the hypothesis, current evidence, missing evidence, support criteria, falsification criteria, and minimal next actionSelect appropriate research methods:
Develop detailed research plans:
Use the research-ideation skill in the following situations:
Research interest → Idea brainstorming (5W1H) → Research Question Card → Evidence Records → Gap analysis → Proposal readiness gate → Select method or experiment → Decision
Conditional Outputs:
research-question-card.md - Always generate this for research startup or intake.literature-review.md - Generate only when evidence-labeled sources are sufficient for synthesis.research-proposal.md - Generate only when a selected Research Question Card passes the evidence gate.references.bib - Generate only when reliable citation metadata exists.research-ideation (Research initiation)
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Experiment execution (completed by user)
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results-analysis (Results analysis)
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ml-paper-writing (Paper writing)
Through the Zotero MCP server, the research-ideation workflow automates literature management:
zotero_add_items_by_identifier to prefer paper/preprint imports before any webpage fallbackzotero_create_collection creates topic-based collections with standard sub-collections (Core Papers, Methods, Applications, Baselines, To-Read)zotero_add_items_by_identifier(..., attach_pdf=true) runs a PDF cascade (landing-page PDF hints → direct PDF → Unpaywall), and zotero_find_and_attach_pdfs can be used as a follow-up sweep for remaining itemszotero_get_item_fulltext reads indexed PDF content for analysis and note-takingzotero_search_items and zotero_get_collection_items browse existing papers to avoid duplicatesResearch-{topic}-{YYYY} formatDetailed methodology guides, loaded on demand:
references/5w1h-framework.md - 5W1H Framework Guide
references/literature-search-strategies.md - Literature Search Strategies
references/zotero-integration-guide.md - Zotero MCP Integration Guide
references/gap-analysis-guide.md - Gap Analysis Guide
references/research-question-formulation.md - Research Question Formulation
references/research-contract.md - Research Contract
references/method-selection-guide.md - Method Selection Guide
references/research-planning.md - Research Planning
Complete working examples:
examples/example-literature-review.md - Literature Review Example
examples/example-research-proposal.md - Research Proposal Example
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Create and configure Claude Code agents using Markdown files with YAML configuration headers. Define when each agent should run, write its responsibilities and workflow, choose models and tools, and check configuration and triggering behavior.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Add datasets, models, and other components to machine learning projects using consistent registration and creation patterns. The skill guides file placement, configuration, and automatic module loading so new components fit the project's established architecture.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Investigate code errors through a structured process using reproduction steps, logs, and testable explanations. The workflow guides fault isolation, fixes, and follow-up checks, with common error patterns for Python, JavaScript/TypeScript, and Bash/Zsh.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Check academic references for existence, accurate publication details, and support for the claims being cited. This guide explains how to verify sources, obtain bibliography entries, and flag references that cannot be confirmed.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Review code changes and pull requests for correctness, security, performance, and test quality. The skill helps prioritize issues, write specific and constructive feedback, and create shared review checklists and standards for a development team.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
Create reusable slash commands, prompts invoked by typing a slash, for Claude Code. The skill explains Markdown structure, arguments, file references, tool permissions, and plugin integration so recurring tasks can follow a defined workflow.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.