Search, classify, and map citations across economics literature.
npx skills add https://github.com/zbsaygin/econ-skills --skill lit-review-zbsaygin
Please help me install this Agent Skill. Skill: lit-review Source: https://github.com/zbsaygin/econ-skills/tree/main/lit-review Command: npx skills add https://github.com/zbsaygin/econ-skills --skill lit-review-zbsaygin
This Skill helps researchers efficiently explore, classify, and synthesize economics literature related to their research questions, identifying gaps and assessing novelty.
To begin, input your research topic and optional papers, then initiate broad keyword searches across academic and policy sources to start mapping the literature landscape.
High-intent search queries and answers about installing and using this skill.
Automated literature review and gap analysis uses keyword searches, citation chain tracking, and NLP classification to map economics papers, summarize insights, and identify research gaps by screening abstracts for relevance and methodology to build structured summaries.
Citation mapping for research synthesis tracks references forward and backward from key papers to build a literature network. It classifies papers by methodology and relevance, extracting detailed insights to evaluate contributions and assess novelty.
Yes, literature review tools can parse bibtex citations and integrate websearch-tools to conduct broad keyword and commentary searches across academic and policy sources, enabling automated screening, classification, and deep reading of selected papers.
Critically evaluating research positioning involves adversarial review to challenge gap claims, ensuring robustness. By synthesizing findings from deep reading and citation mapping, you assess overlap risks and strategically frame your economics research.
Automated NLP classification for literature screening relies on abstracts and metadata, which may miss nuanced methodological details or context. It requires adversarial validation to critically challenge gap claims and ensure robust research positioning.
sjtuytcFind and analyze academic papers to create structured literature reviews and summaries.
yipng05-maxExtract 12 structured reading elements from academic papers into Excel.
SciMate-AIExtract citation metadata from DOIs, PMIDs, arXiv IDs, or URLs into BibTeX entries.
qa-amanGuide researchers through a structured literature review workflow with thematic synthesis.
