# Comm Lit Review

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

- Repository: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep (18443 stars)
- Category: AI and agents
- License: MIT
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill comm-lit-review -g -a claude-code -y`
Codex: `npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill comm-lit-review -g -a codex -y`
Cursor: `npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill comm-lit-review -g -a cursor -y`
Gemini CLI: `npx skills add wanshuiyin/Auto-claude-code-research-in-sleep --skill comm-lit-review -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add wanshuiyin/Auto-claude-code-research-in-sleep`

## Description

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.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 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

The rest: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/blob/HEAD/skills/comm-lit-review/SKILL.md