comm-lit-review-claude-single

Identify and summarize communications-domain literature using a knowledge-base-first retrieval workflow.

Updated Mar 17, 2026
One-click install
npx skills add https://github.com/loujc/Auto-claude-code-research-in-sleep-manual --skill comm-lit-review-claude-single-loujc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: comm-lit-review-claude-single
Source: https://github.com/loujc/Auto-claude-code-research-in-sleep-manual/tree/main/skills/comm-lit-review
Command: npx skills add https://github.com/loujc/Auto-claude-code-research-in-sleep-manual --skill comm-lit-review-claude-single-loujc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Communications-domain literature review is often manual, fragmented, and slow; this skill automates structured KB-first retrieval to surface relevant papers and relationships.

Core Features & Use Cases

  • KB-first literature discovery across Zotero/Obsidian and external sources
  • Structured extraction of papers: title, authors, year, venue, method, relevance
  • Landscape summaries and gap identification for comms research

Quick Start

Use this skill to perform a literature survey in the communications domain by leveraging a knowledge-base-first retrieval workflow over Zotero/Obsidian local libraries and external sources, returning a landscape summary of key papers and relationships.

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 automate a literature review for communications research papers?

Automate a communications literature review by applying a knowledge-base-first retrieval workflow that searches Zotero and Obsidian local catalogs before external databases, returning structured paper summaries with title, authors, year, venue, method, and relevance.

Can I use Zotero and Obsidian for local-first literature discovery in networking research?

Yes, you can use Zotero and Obsidian for local-first literature discovery. The workflow prioritizes your local knowledge base catalogs to surface relevant networking, wireless, and routing papers before querying external databases.

What is a KB-first retrieval workflow for satellite and wireless communications papers?

A KB-first retrieval workflow identifies and summarizes relevant communications-domain literature by querying local Zotero or Obsidian libraries first, ensuring structured capture of metadata and clear source attribution before expanding to external sources.

How do I identify research gaps in MAC/PHY and Wi-Fi scheduling literature?

Identify research gaps in MAC/PHY and Wi-Fi scheduling literature by generating landscape summaries from retrieved papers. The workflow extracts methods and relevance to map key relationships and highlight missing areas in the domain.

Does this literature review approach cover NTN and routing protocol research?

Yes, this literature review approach covers NTN and routing protocol research. It applies the knowledge-base-first retrieval workflow across topics spanning satellite/NTN, networking, routing, scheduling, and MAC/PHY layers.

What are the limitations of local-first literature retrieval for communications papers?

The main limitation of local-first literature retrieval is its dependence on existing Zotero or Obsidian catalog contents. If your local knowledge base lacks coverage on a specific wireless or networking topic, relevant papers may be missed unless external databases are queried.