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 proj

Research Ideation 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. Core Features 1. Idea Brainstorming (5W1H Framework) Systematically brainstorm research ideas using the 5W1H framework: What : What problem or phenomenon to study Why : Why this problem is important Who : Target audience and stakeholders When : Time scope and context of the research Where : Application scenarios and domains How : Preliminary research methodology ideas Integration with superpowers:brainstorming : Can invoke the superpowers:brainstorming skill for interactive brainstorming to help rapidly generate and evaluate research ideas. 2. Literature Review Systematically search, analyze, and synthesize related literature: Build effective search keywords Search via WebSearch across academic databases (arXiv, Google Scholar, etc.) Screen and evaluate paper quality Identify research trends and gaps Generate structured literature reviews from evidence labeled sources Zotero Integration : Papers are automatically added to Zotero via DOI, organized into topic based collections, and open access PDFs are auto attached for full text reading 3. Gap Analysis Systematically identify and evaluate research gaps: Literature gaps : Identify topics or questions not yet sufficiently studied Methodological gaps : Discover limitations and improvement opportunities in existing methods Application gaps : Identify opportunities for theory to practice transfer Interdisciplinary gaps : Discover research opportunities at the intersection of different fields Temporal gaps : Identify new research needs arising from changes over time Analysis Dimensions: Coverage of research topics Comparison of strengths and weaknesses of existing methods Completeness of experimental setups Availability of datasets and benchmarks Gap between theory and practice 4. Research Question Definition Formulate specific research questions based on literature analysis: Identify research gaps and opportunities Apply SMART principles to formulate questions Evaluate importance, novelty, and feasibility Define research objectives and expected contributions Write a Research Question Card that states the hypothesis, current evidence, missing evidence, support criteria, falsification criteria, and minimal next action Apply the proposal readiness gate before turning a card into a polished proposal 5. Method Selection Select appropriate research methods: Analyze strengths and weaknesses of existing methods Evaluate method applicability Identify required technologies and resources Consider method feasibility 6. Research Planning Develop detailed research plans: Plan research timeline Define milestones and deliverables Identify potential risks Assess resource requirements When to Use Scenarios for This Skill Use the research ideation skill in the following situations: 1. Starting a new research project Have research interests but no clear research question yet 2. Literature review Need to systematically understand a research field 3. Research question formulation Need to transform vague ideas into specific research questions 4. Method selection Need to choose appropriate research methods and technical approaches 5. Research planning Need to plan research timeline and resources Typical Workflow 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. Zotero collection with organized papers and PDFs Create only when Zotero is configured, writable, and the user is not asking for dry run/audit mode. Integration with Other Systems Complete Research Workflow Data Flow Research Question Card → Guides literature scope, experiment design, and method selection Evidence Records → Carry source type, claim strength, and allowed/forbidden wording into literature synthesis, project knowledge, and later claim audit Proposal Readiness Gate → Prevents abstract only or webpage placeholder evidence from becoming a polished proposal Experimental results → results analysis for statistical analysis and claim candidates Analysis results → results report and ml paper writing with explicit evidence limits Zotero Integration Through the Zotero MCP server, the research ideation workflow automates literature management: Paper Discovery : WebSearch finds relevant papers across academic databases Auto Import : Extract DOI / arXiv ID / landing page URLs from search results, then use zotero add items by identifier to prefer paper/preprint imports before any webpage fallback Collection Organization : zotero create collection creates topic based collections with standard sub collections (Core Papers, Methods, Applications, Baselines, To Read) PDF Attachment : 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 items Full Text Reading : zotero get item fulltext reads indexed PDF content for analysis and note taking Library Search : zotero search items and zotero get collection items browse existing papers to avoid duplicates Key Configuration Literature search scope : Papers from the last 3 years by default, configurable Output format : Markdown format for easy editing and version control Citation management : Generates references in BibTeX format Zotero collection naming : Research {topic} {YYYY} format PDF auto attach : Enabled by default for open access papers via Unpaywall Additional Resources Reference Files Detailed methodology guides, loaded on demand: references/5w1h framework.md 5W1H Framework Guide What, Why, Who, When, Where, How — six dimensions Systematic approach to brainstorming research ideas Integration with superpowers:brainstorming Usage examples and best practices references/literature search strategies.md Literature Search Strategies Keyword construction techniques Academic database selection (arXiv, Google Scholar) Search tips and screening criteria Paper quality evaluation methods DOI extraction and Zotero auto import workflow references/zotero integration guide.md Zotero MCP Integration Guide Available Zotero MCP tools (browse, add, cite) Collection organization strategy and naming conventions Automated workflow: WebSearch → DOI → Zotero import → PDF attach Full text reading and structured note taking Common issues and troubleshooting references/gap analysis guide.md Gap Analysis Guide 5 types of Gap Analysis (literature, methodological, application, interdisciplinary, temporal) 5 analysis dimensions Systematic approach to identifying research opportunities Usage examples and best practices references/research question formulation.md Research Question Formulation Applying SMART principles Question type classification (exploratory, confirmatory, applied) Evaluation criteria (importance, novelty, feasibility) Defining research objectives and contributions references/research contract.md Research Contract Research Question Card template Evidence Record template Claim Candidate template Claim strength rules references/method selection guide.md Method Selection Guide Common research method classification Method applicability analysis Strengths and weaknesses comparison Resource requirement assessment references/research planning.md Research Planning Timeline planning methods Milestone definition techniques Risk identification and mitigation Resource allocation strategies Example Files Complete working examples: examples/example literature review.md Literature Review Example Demonstrates structured literature review format Includes research trend analysis and gap identification examples/example research proposal.md Research Proposal Example Demonstrates complete research proposal structure Includes complete examples of question, method, and plan

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