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star-refs-reviewer

Fetch and verify bibliographic records from DBLP, Crossref, and Semantic Scholar.

39|Updated Jul 15, 2026
Search Tags:#research#academic#bibliography#analysis#literature review#survey
One-click install
npx skills add https://github.com/wanghao9610/STAR --skill star-refs-reviewer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: star-refs-reviewer
Source: https://github.com/wanghao9610/STAR/tree/main/.cursor/skills/star-refs-reviewer
Command: npx skills add https://github.com/wanghao9610/STAR --skill star-refs-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill solves the problem of unreliable, memory-based literature reviews by automating the creation of an auditable, machine-verified bibliography and analysis base for AI research projects.

Core Features & Use Cases

  • Verified Bibliography: Automatically fetches and transcribes bibliographic data from DBLP, Crossref, and Semantic Scholar, ensuring every entry is traceable to a source.
  • Structured Analysis: Generates per-paper analysis notes and synthesizes them into a related-work narrative or a standalone field survey.
  • Use Case: When starting a new research project, use this Skill to survey a specific topic, identify the 5-10 most relevant papers, and generate a verified reference.bib that can be directly cited in your research plan.

Quick Start

Use the star-refs-reviewer skill to survey the field of vision-language models and generate a related work base.

Frequently Asked Questions about star-refs-reviewer

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

FAQPage Schema
How do I build an auditable literature review base with verified bibliographic records?▼

Build an auditable literature review by fetching and verifying bibliographic records from DBLP, Crossref, and Semantic Scholar, ensuring every entry is traceable to a source for data integrity.

How does automating a bibliography synthesis generate a related-work narrative?▼

Automating bibliography synthesis generates per-paper analysis notes and maps field taxonomies to synthesize a related-work narrative. This requires consistent project directory structures and adherence to defined source policies.

Can I generate a verified reference.bib file directly from a field survey?▼

Yes, you can generate a verified reference.bib file directly from a field survey. Survey a specific topic, identify relevant papers, and output a machine-verified bibliography for direct citation in research plans.

Does this literature review workflow require any external dependencies?▼

No external dependencies are required for this literature review workflow, but it requires consistent project directory structures and adherence to defined source policies to maintain data integrity.

What is the best way to map field taxonomies for an academic research project?▼

The best way to map field taxonomies is to automate the construction of a literature review base, fetching verified bibliographic data to generate structured analysis notes and synthesize them into a standalone field survey.

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