comm-lit-review

Automate focused literature reviews for communications-domain research topics.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Enables researchers to perform focused literature reviews in the communications domain, aligning sources, taxonomy, and venue quality to produce a concise, policy-aware survey.

Core Features & Use Cases

  • Source-policy aware: guides searches toward high-quality venues (IEEE Xplore, ScienceDirect) with a bias toward formal publications.
  • Domain taxonomy guidance: uses structured classifications (PHY/MAC, Networking, NTN, etc.) to organize papers.
  • Output-ready synthesis: outputs a narrative plus a compact literature table that supports research planning and gap analysis.
  • Use Case: a researcher investigating 5G NR sidelink durability can obtain a layered literature landscape with top-tier venues and foundational works.

Quick Start

Provide your comms topic and let this skill produce a structured literature review with source policy and a ready-to-use output template.

Frequently Asked Questions about comm-lit-review

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

FAQPage Schema
How do I automate a literature review for wireless and networking research?

Automate a communications literature review by providing your wireless or networking topic to apply domain taxonomy, venue-tiering, and structured paper-level fact extraction for a concise survey output.

What is the best way to structure communications literature from IEEE Xplore and ScienceDirect?

Structure communications literature from IEEE Xplore and ScienceDirect using source-policy aware venue-tiering and domain taxonomy classifications like PHY/MAC and NTN to organize papers into a narrative and table.

Can I use domain taxonomy to classify NTN and cross-layer research papers?

Yes, you can classify NTN and cross-layer research papers using structured domain taxonomy guidance that categorizes sources into PHY/MAC and Networking layers to support research planning and gap analysis.

How do I capture paper-level facts for a communications research survey?

Capture paper-level facts including title, authors, year, venue, scope, method, results, and limitations, then render them into a provided output template to produce an output-ready synthesis for research.

Does this literature review method work for 5G NR sidelink and cross-layer topics?

Yes, this literature review method works for 5G NR sidelink and cross-layer topics by applying venue-tiering to identify top-tier venues and foundational works for a layered literature landscape.

What are the limitations of using automated domain taxonomy for comms lit-review?

Limitations of automated domain taxonomy for comms lit-review include a bias toward formal publications from specific venues like IEEE Xplore, which may exclude preprints or non-traditional communications research sources.