Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
comm-lit-review
comm-lit-review is an open-source data skill for Claude Code and compatible agents, published by wanshuiyin. Its author describes it as: “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, congestio…”. The project has 15k stars on GitHub and is available under the MIT license. Add it to your setup with `git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/comm-lit-review`.
What comm-lit-review does
Research topic: $ARGUMENTS
Installation
Add comm-lit-review to your agent with:
git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/comm-lit-reviewAlways review a skill's source before installing it. This command comes from the skill's public repository; the linked repo is the source of truth for exact setup steps.
What's inside
The SKILL.md for comm-lit-review is organised into these sections:
- Purpose
- Constants
- Source Selection
- Retrieval Order
- External Search Policy
- Venue Priority
- Tier A
- Tier B
- Tier C
- Workflow
- Step 0a: Search Zotero Library
- Step 0b: Search Obsidian Vault
When to use it
Reach for comm-lit-review when you want data help from your agent without writing the same instructions every session. Load the skill and the agent picks it up automatically for relevant tasks.
Strengths
- Clear MIT license — safe to read and adapt
- Ships in wanshuiyin/Auto-claude-code-research-in-sleep, an established project with 14,858 GitHub stars
- Actively maintained (recent commits)
Topics
Frequently asked questions
- What does comm-lit-review do?
- 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.
- How do I install comm-lit-review?
- Run git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep ~/.claude/skills/comm-lit-review in your agent, then reload your skills. Review the source at https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep before installing.
- Is comm-lit-review free to use?
- Yes. comm-lit-review is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Where does comm-lit-review come from?
- comm-lit-review ships inside wanshuiyin/Auto-claude-code-research-in-sleep, a repository that contains 41 catalogued skills in total. The repository's 14,858 GitHub stars apply to that whole collection, not to this skill on its own.
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