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comm-lit-review-claude-single

Retrieves and extracts paper-level evidence for communications literature reviews.

Updated May 20, 2026
Search Tags:#literature review#research synthesis#communications#Zotero#wireless#papers retrieval#PDF mining
One-click install
npx skills add https://github.com/lightrain-a/medtrace-aris --skill comm-lit-review-claude-single-lightrain-a
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: comm-lit-review-claude-single
Source: https://github.com/lightrain-a/medtrace-aris/tree/main/.vendor/aris/skills/comm-lit-review
Command: npx skills add https://github.com/lightrain-a/medtrace-aris --skill comm-lit-review-claude-single-lightrain-a

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns a communications research question into a focused, evidence-backed literature review by systematically retrieving relevant papers from your existing knowledge bases and major academic sources.

Core Features & Use Cases

  • Knowledge-base-first retrieval: Searches Zotero and an Obsidian vault first, then scans local PDFs, before moving to external publishers (IEEE, ScienceDirect, ACM, then web).
  • Communications-specific scope: Targets wireless/cellular/NTN/satellite, Wi‑Fi and networking, transport and congestion control, routing/scheduling, PHY/MAC adaptation, beamforming, and related cross-layer topics.
  • Structured paper extraction + synthesis: Extracts paper-level facts and groups findings by technical axis (rather than search order), then summarizes gaps and takeaways.

Quick Start

Ask for a communications lit review by providing your topic as the argument (for example: "Research topic: beamforming for satellite/NTN link adaptation"). If you want a narrower source set, add a directive like "— sources: zotero,local,ieee".

Frequently Asked Questions about comm-lit-review-claude-single

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

FAQPage Schema
How do I conduct a communications literature review using Zotero and local PDFs?▼

You can restrict the literature review sources by adding a directive to your query, such as 'sources: zotero,local,ieee', which limits retrieval to your specified knowledge bases and external publishers like IEEE Xplore.

What is the best way to retrieve wireless networking papers from IEEE Xplore and ScienceDirect?▼

Yes, this Skill targets cross-layer topics including beamforming for satellite and NTN link adaptation, extracting structured facts from retrieved papers and summarizing technical gaps and takeaways.

Does this literature review tool support searching Obsidian vaults for transport and congestion control papers?▼

No, this Skill is specifically scoped to communications-domain topics like wireless networking, PHY/MAC adaptation, and routing; it does not process general computer science or unrelated academic disciplines.

Can I synthesize research findings on beamforming for satellite communications from PDF mining?▼

This literature review tool applies venue-tier prioritization when searching ACM Digital Library and web sources, ranking retrieved papers to ensure high-quality evidence backing for your specified research topic.

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