zotero-rag
Library RAG: Semantic Search
Semantic search over your local library of markdown-converted papers using sentence-transformers embeddings and ChromaDB.
Prerequisites
- uv installed (standard in this project)
- Papers ingested via
ingest.py(which converts to markdown, organizes files, and adds metadata toreferences.bib) references.bibwithmd_pathfields linking citation keys to markdown files
Important: Only files registered in references.bib are indexed. Loose markdown files in library/markdown/ without a bib entry will be flagged as "unlinked" during indexing. Run ingest.py to register them.
Quick Start
# Index your library (first time or after adding papers)
uv run plugins/sociology-skillset/scripts/rag.py index
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.
15mcp-zotero
(DEPRECATED) Operate Zotero libraries through the MCP server. Replaced by local BibTeX pipeline — use references.bib + library/ instead.
12bibliography-builder
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.
12revision-coordinator
Orchestrate manuscript revision by routing feedback to specialized writing skills
10mixed-methods-findings-writer
>
9abstract-builder
Craft publication-ready abstracts for sociology articles. Guides archetype selection, move sequencing, and calibration based on analysis of 193 abstracts from SP, SF, AJS, and ASR.
9