Skills

Comm Lit Review

Communications-domain literature review with Claude-style knowledge-base-first retrieval.

Install

npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill comm-lit-review -g -a claude-code -y
Category
AI and agents
Updated
4d ago
License
MIT
Context cost
Mediumabout 2,027 tokens
Runs scripts
No, instructions only

What it does

Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport protocols, congestion control, routing, scheduling, MAC/PHY, rate adaptation, channel estimation, beamforming, or communication-system research and the user wants papers, related work, a survey, or a landscape summary.

Comm Lit Review Claude Single

Research topic: $ARGUMENTS

Purpose

Use this skill for communications-domain literature review when the topic is about:

  • wireless communications
  • cellular systems, 4G/5G/6G, NR, NTN
  • satellite, LEO, GEO, integrated space-air-ground systems
  • Wi-Fi, WLAN, mesh, ad hoc, sidelink, V2X
  • routing, scheduling, resource allocation, beamforming
  • rate adaptation, link adaptation, ACM, HARQ, CSI feedback
  • transport protocols and congestion control in communication networks
  • cross-layer optimization for communication systems

If the center of gravity is generic ML architecture research, pure control theory without communications literature, or software/API documentation rather than papers, fall back to a general literature skill.

Constants

  • PAPER_LIBRARY: Check local PDFs in this order:
    1. papers/ in the current project
    2. literature/ in the current project
    3. Custom path specified by the user in CLAUDE.md under ## Paper Library
  • MAX_LOCAL_PAPERS = 20: Maximum number of local PDFs to scan. If there are more, prioritize by filename and first-page relevance.

Source Selection

Parse $ARGUMENTS for a , sources: directive.

  • If , sources: is specified, only search the listed sources.
  • If not specified, default to:
    • zotero
    • obsidian
    • local
    • ieee
    • sciencedirect
    • acm
    • web

Valid source values:

  • zotero
  • obsidian
  • local
  • ieee
  • sciencedirect
  • acm
  • web
  • all

If all is specified, interpret it as the full default source set.

Retrieval Order

This is a knowledge-base-first skill. Search in this order unless the user overrides it:

  1. Zotero
  2. Obsidian
  3. local papers/ and literature/
  4. IEEE Xplore
  5. ScienceDirect
  6. ACM Digital Library
  7. broader web

Graceful degradation rules:

  • If a source is unavailable, do not fail.
  • Skip it silently.
  • Continue to the next source.

External Search Policy

Read the whole SKILL.md on GitHub

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