This is a knowledge-base-first literature review tool built specifically for communications research. It searches Zotero, Obsidian, and local PDFs before hitting external databases, then prioritizes IEEE Xplore, ScienceDirect, and ACM in that order. The venue tiering is opinionated: it knows JSAC and SIGCOMM belong in tier A, TVT and ICC in tier B, and it will tell you when evidence is thin instead of padding the gaps. It separates PHY/MAC rate adaptation from transport-layer congestion control, flags preprints vs formal publications, and outputs a structured table with source provenance. If your topic is wireless, satellite, or networking and you want papers grouped by technical axis rather than search order, this does that work without pretending a workshop paper is a journal.

skills.sh installs
200
GitHub stars
18.9K
last updated
Aug 21, 2026

Install

$ npx -y skills add wanshuiyin/auto-claude-code-research-in-sleep --skill comm-lit-review-claude-single --agent claude-code

Installs into .claude/skills of the current project.

Files

This is a knowledge-base-first literature review tool built specifically for communications research. It searches Zotero, Obsidian, and local PDFs before hitting external databases, then prioritizes IEEE Xplore, ScienceDirect, and ACM in that order. The venue tiering is opinionated: it knows JSAC and SIGCOMM belong in tier A, TVT and ICC in tier B, and it will tell you when evidence is thin instead of padding the gaps. It separates PHY/MAC rate adaptation from transport-layer congestion control, flags preprints vs formal publications, and outputs a structured table with source provenance. If your topic is wireless, satellite, or networking and you want papers grouped by technical axis rather than search order, this does that work without pretending a workshop paper is a journal.

Browse the repository on GitHub

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Details

Repository
github.com/wanshuiyin/auto-claude-code-research-in-sleep
Categories
Git & Pull Requests, Code Review & Quality, Data Science & ML
First seen
Jun 3, 2026

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