research-literature-review

Organizes literature searches into citation matrices and related-work structures for research papers.

2|Updated May 22, 2026
One-click install
npx skills add https://github.com/CDUTAKL/research-workflow-kit --skill research-literature-review-cdutakl
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-literature-review
Source: https://github.com/CDUTAKL/research-workflow-kit/tree/main/skills/research-literature-review
Command: npx skills add https://github.com/CDUTAKL/research-workflow-kit --skill research-literature-review-cdutakl

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Writing a related-work section requires finding, verifying, and organizing dozens of papers without fabricating references or losing track of which citation supports which claim. This Skill turns scattered paper discovery into a structured literature matrix with verified metadata, citation provenance, and section-level mapping. ## Core Features & Use Cases - Literature Matrix Building: Classifies papers by role (foundational, competitor, dataset, survey) and tracks source status, Zotero status, and Scite support status for each candidate. - Multi-Source Search Routing: Routes queries across Semantic Scholar, PubMed, CrossRef, arXiv, and publisher pages with query provenance tracking. - Section-Level Citation Mapping: Maps papers to thesis sections (SEC-) and claim segments (SEG-) with support grades and deep research packets for weak sections. - Use Case: A PhD student drafting a thesis chapter uses this Skill to build a citation matrix, verify DOI metadata, queue papers into Zotero, and produce a concept-grouped related-work outline with no unverified references. ## Quick Start Use the research-literature-review skill to build a literature matrix and related-work outline for my thesis topic on self-supervised spectral classification.

Frequently Asked Questions about research-literature-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a literature review matrix for a research paper?

Define your topic, date range, and paper type, then build layered search queries covering problem, method, data, and metric terms. Classify each candidate paper by role and track source status, next action, Zotero status, and Scite support status in the matrix.

What tools should I use for academic paper search and citation verification?

Use Semantic Scholar for discovery and citation graphs, PubMed for biomedical queries, CrossRef and publisher pages for DOI metadata, and arXiv for preprints. Use Zotero for library management and BibTeX export, and Scite for claim support checks.

Can this workflow integrate with Zotero for reference management?

Yes, Zotero acts as the literature hub with A/B/C/D screening labels, writeback queues, and collection coverage mapping to thesis sections. Scripts sync Zotero inventory, audit coverage, and export BibTeX when a local library is connected.

How do I match citations to specific thesis sections or claims?

Split the manuscript into SEC-* section records and SEG-* claim segments, then search candidates per segment with stable IDs. Record support grades and source status in section-citation-map.md, and create deep research packets for weak sections.

When should a paper not be cited in related work?

Do not cite a paper until its metadata is verified through DOI, publisher, arXiv, or PubMed checks. Do not use it as claim evidence until Scite or source-grounded direct reading confirms it actually supports the specific statement.