literature-search

Coordinate web searches and manage candidate screening workflows for literature discovery.

5|Updated Apr 13, 2026

Search Tags:#research #search #discovery #provenance #systematic #literature

Ready to run

npx skills add https://github.com/caozx1110/ResearchLab --skill literature-search-caozx1110

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: literature-search
Source: https://github.com/caozx1110/ResearchLab/tree/main/skills/literature-search
Command: npx skills add https://github.com/caozx1110/ResearchLab --skill literature-search-caozx1110

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill solves the problem of unorganized, non-reproducible literature discovery by providing a structured, reviewable, and bounded research workflow that prevents information overload and ensures provenance.

Core Features & Use Cases

Bounded Discovery: Executes systematic or exploratory literature searches with defined budgets, facets, and inclusion/exclusion criteria.
Provenance Tracking: Maintains a clear audit trail of every query, candidate discovery, and screening decision, ensuring research integrity.
Use Case: When conducting a systematic review or preparing a literature survey, use this skill to manage the intake of hundreds of papers, track screening decisions across multiple reviewers, and ensure every included source is fully justified.

Quick Start

Use the literature-search skill to find relevant papers on the impact of transformer architectures in low-resource languages using a bounded exploratory search.

Frequently Asked Questions about literature-search

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

FAQPage Schema

How do I conduct a systematic literature review without losing track of sources?▼

To conduct a systematic literature review without losing track, use a bounded discovery workflow that maintains provenance tracking for every query and candidate screening decision, ensuring research integrity. This approach provides a clear audit trail for each paper.

What is bounded literature discovery and when do I need it for research gap analysis?▼

Bounded literature discovery is a structured search process with defined budgets, facets, and inclusion criteria. You need it for research gap analysis when managing hundreds of papers to prevent information overload and ensure reproducible screening workflows.

How to manage multi-reviewer adjudication protocols for evidence-based literature synthesis?▼

Manage multi-reviewer adjudication protocols for evidence-based literature synthesis by applying a structured candidate screening workflow that tracks decisions across reviewers. This ensures every included source is fully justified and reviewable.

Can I apply inclusion and exclusion criteria to exploratory literature searches?▼

Yes, you can apply inclusion and exclusion criteria to exploratory literature searches by using a bounded discovery workflow. This coordinates web search tools while enforcing defined budgets and facets to manage candidate paper intake systematically.

What is the best way to ensure provenance tracking during systematic reviews?▼

The best way to ensure provenance tracking during systematic reviews is to execute bounded discovery workflows that maintain a clear audit trail of every query, candidate discovery, and screening decision, preventing unorganized and non-reproducible research.