gpd-literature-review

Conducts structured physics literature reviews with citation network analysis and open question identification.

Updated Mar 18, 2026
One-click install
npx skills add https://github.com/MichaelsEngineering/sentinel-multiscale-field-dynamics --skill gpd-literature-review-michaelsengineering
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gpd-literature-review
Source: https://github.com/MichaelsEngineering/sentinel-multiscale-field-dynamics/tree/main/.agents/skills/gpd-literature-review
Command: npx skills add https://github.com/MichaelsEngineering/sentinel-multiscale-field-dynamics --skill gpd-literature-review-michaelsengineering

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Surveying a physics research field manually means reading dozens of abstracts, following citation chains, and reconciling conflicting results, which quickly exhausts time and context. This Skill automates a systematic literature review that maps the intellectual landscape of a topic and produces a structured, citation-verified review document. ## Core Features & Use Cases - Systematic Source Hierarchy: Searches textbooks, review articles, seminal papers, arXiv preprints, and conference proceedings in a mandated priority order. - Citation Network and Controversy Mapping: Traces intellectual lineages, catalogs methods and results with conventions, and documents disagreements between groups. - Verified Output Document: Writes a structured REVIEW.md with foundational works, key results tables, open questions, and a recommended reading path, then audits citations via a bibliographer subagent against INSPIRE, ADS, and arXiv. - Use Case: Before starting a new turbulence modeling project, run the review on "2D Navier-Stokes DNS methods" to get a 30-paper survey with method comparisons, benchmark values, and identified gaps. ## Quick Start Ask the assistant to run a literature review on your physics topic, for example: review the literature on lattice QCD phase transitions at standard depth.

Frequently Asked Questions about gpd-literature-review

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

FAQPage Schema
How do I run a systematic literature review for a physics topic?▼

Invoke the skill with your topic or research question as the argument. It asks once for scope (depth, time range, purpose), then spawns a literature-reviewer subagent that surveys sources and writes a structured REVIEW.md under .gpd/literature/.

What sources does a physics literature review search first?▼

The skill follows a mandatory hierarchy: textbooks and monographs, review articles such as Rev. Mod. Phys., seminal papers, recent arXiv preprints, conference proceedings, and general web search only as a last resort.

How are citations verified against hallucinated references?▼

A bibliographer subagent audits every reference using a hallucination detection protocol against INSPIRE, ADS, and arXiv, cross-checking titles, authors, years, and identifiers. Issues are reported in a CITATION-AUDIT.md file and fixed or removed.

Can I control the depth of the literature review?▼

Yes. Depth options are quick (~10 references), standard (~30), or comprehensive (~50+). The research_mode config setting (explore, exploit, adaptive) also adjusts paper count and citation network breadth automatically.

What happens if the review topic is too broad?▼

The reviewer returns a checkpoint listing the distinct subtopics found and asks you to choose a focus or continue comprehensively. A continuation agent then resumes from the saved review file state.