Agent Skills by Ren Jiwu
Showing 17 vetted skills indexed across 1 GitHub repositories.
RenJW418grounded-coding
Converts qualitative interview transcripts into open codes, axial categories, paradigm models, and Excel exports.
RenJW418counterfactual-reasoning
Decompose causal claims and enumerate competing explanations for research conclusions.
RenJW418problematization
Diagnose question types and map theoretical conversations to formulate research questions.
RenJW418RenJW-Research
Route academic research requests across literature search, design, implementation, and review modules.
RenJW418cnki-advanced-search
Automate CNKI advanced paper searches and export deduplicated categorized Excel summaries.
RenJW418top-journals-methods-scout
Scan top-journal papers via OpenAlex and generate an Excel methods matrix with Markdown trend report.
RenJW418concept-clarifier
Differentiate ambiguous academic concepts with definitions, boundaries, and operationalization rules.
RenJW418analytic-memo
Generate structured analytical memos from qualitative coding inputs as Markdown files.
RenJW418thematic-analysis
Cluster interview codes into candidate themes using Braun and Clarke reflexive thematic analysis.
RenJW418negative-case-finder
Classify negative cases into four threat types for qualitative propositions.
RenJW418paper-analyzer
Extract 12 research elements from academic PDFs and Word files into Excel.
RenJW418literature-verifier
Verify literature citations across DOIs, titles, URLs, ISBNs, and Chinese records.
RenJW418conceptual-framework-builder
Guide academic users through Ravitch and Riggan's Reason & Rigor methodology to construct conceptual frameworks.
RenJW418argument-auditor
Audit academic argument units for logical flaws using Toulmin-based extraction.
RenJW418theory-fit-assessment
Evaluate theory-to-research-question fit across six assessment dimensions.
RenJW418foreign-literature-search
Search OpenAlex for social-science papers and generate Excel outputs with boolean query strings.
RenJW418design-coherence-check
Map ontology, epistemology, methodology, and methods to identify research design mismatches.