nealcaren

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 42 tokens together

Abductive analysis (Timmermans & Tavory) for theory-generating qualitative research. Theory-first approach with anomaly detection, theoretical casing, and rhetorical abduction for publication.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 33 tokens together

Develop causal diagrams (DAGs) from social-science research questions and literature, then render publication-ready figures using Mermaid, R, or Python.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 48 tokens together

Pragmatic qualitative analysis for interview data. Supports theory-informed or data-first approaches with systematic coding, quality indicators, and publication-ready synthesis.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 38 tokens together

Build systematic literature databases using OpenAlex API. Phased workflow for search, screening, snowballing, annotation, and synthesis with structured user interaction.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 44 tokens together

R statistical analysis for publication-ready sociology research. Phased workflow for DiD, IV, matching, panel methods, and more with pauses for user review.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 46 tokens together

Stata statistical analysis for publication-ready sociology research. Phased workflow for DiD, IV, matching, panel methods, and more with pauses for user review.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 54 tokens together

Computational text analysis using R or Python. Topic models (LDA, STM, BERTopic), sentiment analysis, classification, and embeddings with systematic validation.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 35 tokens together

Build bibliographies from manuscript citations by extracting in-text citations, matching them against a references.bib file, identifying issues, and generating a formatted reference list.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 31 tokens together

Deep reading and synthesis of literature corpus. Theoretical mapping, thematic clustering, and debate identification using local library of markdown-converted papers.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 41 tokens together

Simulate peer review by constructing reviewer personas from project references. Identifies relevant perspectives, retrieves full texts, builds reviewer profiles, and generates focused reviews on theory/methods and findings.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 61 tokens together

Initialize research project structure with standardized directories and metadata files. Creates project.yaml (configuration) and progress.yaml (state tracking) that other skills use for canonical paths and workflow coordination. Supports qualitative, quantitative, and mixed methods projects. Use when starting a new…

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 63 tokens together

Systematically optimize LLM prompts for text classification tasks using reflective evolution. Guides researchers through iterative prompt development with evaluation-driven improvement. Use when users want to classify text (sentiment, topic, stance, frame, etc.) and need the best prompt for batch API processing.…

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 46 tokens together

Create structured reading notes for academic papers. Converts PDFs to markdown and extracts bibliographic info, core arguments, theoretical frameworks, findings, and key quotes. Supports single-paper deep reading or batch processing with haiku agents.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 55 tokens together

Orchestrate the research workflow—qualitative, quantitative, or mixed methods—from literature review through data analysis to verified analysis outputs (memos, tables, figures, synthesis notes). Supports non-linear, iterative work with state tracking at the sub-phase level.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 41 tokens together

Verify that claims and direct quotes in research manuscripts are present in source materials. Systematically checks interview transcripts, datasets, or cited literature using fast search with haiku agent fallback for intensive reading.

nealcaren/social-data-analysis

Plugin Claude Code

Bundles 1 skill · 45 tokens together

Semantic search across your project's local library (library/markdown/). Index papers, search by meaning, find similar passages, and get expanded context. Replaces the deprecated Zotero RAG integration.