light-literature-search

Search multiple scholarly sources and generate a structured literature review scaffold.

514|67|Updated Jun 7, 2026
One-click install
npx skills add https://github.com/Light0305/Light-skills --skill light-literature-search
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: light-literature-search
Source: https://github.com/Light0305/Light-skills/tree/main/skills/light-literature-search
Command: npx skills add https://github.com/Light0305/Light-skills --skill light-literature-search

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

这项技能帮助科研人员快速理解研究方向,超越简单堆叠检索结果,输出结构化的文献表、研究脉络、代表方法、优缺点对比以及可复用资源,便于撰写综述、提出创意点以及制定方案。

Core Features & Use Cases

  • 多源检索与去重:整合 OpenAlex、Crossref、DOAJ、arXiv 等来源,统一格式输出。
  • 结构化产出:生成文献表、研究脉络、代表方法卡和可复用资源清单,便于直接纳入研究工作。
  • PRISMA 风格辅助:提供追踪与溯源的记录,便于系统综述与结题汇报。

Quick Start

Run a targeted literature search and generate a structured literature review skeleton.

Frequently Asked Questions about light-literature-search

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

FAQPage Schema
How do I generate a structured literature review from multiple sources like OpenAlex and Crossref?

To generate a structured literature review, you search across OpenAlex, Crossref, DOAJ, and arXiv, deduplicate the results, and organize findings into a literature table and gap analysis. This produces a reproducible literature review scaffold.

What is a PRISMA-like workflow for evidence synthesis and when do I need it?

A PRISMA-like workflow for evidence synthesis tracks and records search provenance across multiple databases. You need it when conducting systematic reviews to ensure transparent, reproducible literature search and selection processes.

How do I consolidate scholarly literature and deduplicate results for quick decision making?

You consolidate scholarly literature by querying multiple sources simultaneously and removing duplicate entries. This deduplication organizes findings into a unified literature table with research context and representative methods.

Can I create method cards and a gap analysis directly from raw literature search results?

Yes, you can create method cards and a gap analysis directly from search results. The process extracts representative methods from consolidated literature and identifies research gaps to facilitate quick decision making.

Does this literature search approach work for tracking research context without manual sorting?

Yes, this literature search approach works for tracking research context without manual sorting. It automatically structures search results into research context narratives and representative method cards for direct integration.

What are the limitations of using automated evidence synthesis for systematic reviews?

Automated evidence synthesis relies on source coverage from OpenAlex, Crossref, DOAJ, and arXiv. It may miss paywalled literature or non-indexed publications not available through these integrated academic databases.