comm-lit-review-claude-single

Identify and synthesize communications literature using knowledge-base-first retrieval.

1|Updated Mar 26, 2026
One-click install
npx skills add https://github.com/Lingrongye/federated-learning --skill comm-lit-review-claude-single
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: comm-lit-review-claude-single
Source: https://github.com/Lingrongye/federated-learning/tree/main/Auto-claude-code-research-in-sleep/skills/comm-lit-review
Command: npx skills add https://github.com/Lingrongye/federated-learning --skill comm-lit-review-claude-single

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This tool enables researchers to conduct literature reviews in the communications domain by leveraging Claude-style knowledge-base-first retrieval, accelerating discovery and synthesis of relevant papers.

Core Features & Use Cases

  • KB-first retrieval prioritizes high-quality sources from Zotero, Obsidian, and local libraries before broad web search.
  • Produces structured summaries and landscape overviews of topics like wireless, cellular networks, satellite/NTN, routing, MAC/PHY, and congestion control.
  • Useful for drafting surveys, related-work sections, and landscape reports with citations and emphasis on foundational vs recent work.

Quick Start

Provide a topic such as "wireless channel estimation" and run the Claude-based KB-first literature search to generate a landscape of relevant papers.

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 literature review for communications topics using a local knowledge base?

To conduct a communications literature review using a local knowledge base, this Skill prioritizes retrieval from Zotero, Obsidian, and local libraries before broad web search, returning structured metadata and categorization for each paper.

Can I synthesize papers on wireless and satellite networks from IEEE and ScienceDirect?

Yes, you can synthesize papers on wireless, cellular, and satellite networks from IEEE and ScienceDirect. The Skill includes sources from these databases alongside local libraries to generate structured summaries with source URLs and relevance scores.

What is the best way to categorize foundational vs recent work for a routing survey?

The best way to categorize foundational vs recent work for a routing survey is using the built-in categorization feature, which classifies retrieved literature into categories like PHY/MAC, transport, NTN, and cross-layer learning while distinguishing historical impact.

Does this literature review approach require a specific reference manager to function?

No, a specific reference manager is not strictly required, but the knowledge-base-first retrieval approach heavily prioritizes high-quality sources from Zotero, Obsidian, and local libraries to accelerate discovery before querying the wider web.

How do I generate a landscape overview for MAC/PHY systems research?

To generate a landscape overview for MAC/PHY systems research, provide a topic like "wireless channel estimation" to the Claude-based retrieval system, which synthesizes key literature into structured summaries and landscape reports with citations.