case-justification

More from nealcaren/sociology-skillset

• writing-editor

  Edit prose to sound more natural, direct, and engaging. Works top-down through four levels (Document → Paragraph → Sentence → Word) with human checkpoints at each stage. Fixes LLM patterns, writerly bad habits, and style deficits. Works for academic papers, reports, memos, essays, blog posts, proposals, and other nonfiction. Use when prose sounds robotic, dull, or inaccessible.

  15

• mcp-zotero

  (DEPRECATED) Operate Zotero libraries through the MCP server. Replaced by local BibTeX pipeline — use references.bib + library/ instead.

  12

• revision-coordinator

  Orchestrate manuscript revision by routing feedback to specialized writing skills

  10

• r-analyst

  R statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matching, panel methods, and more. Use when doing quantitative analysis in R for academic papers.

  8

• peer-reviewer

  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.

  7

• text-analyst

  Computational text analysis for sociology research using R or Python. Guides you through topic models, sentiment analysis, classification, and embeddings with systematic validation. Supports both traditional (LDA, STM) and neural (BERT, BERTopic) methods.

  7