literature-survey-generator
Generate a complete academic literature survey from scratch using multi-agent orchestration. Searches academic databases (OpenAlex, CrossRef, Unpaywall), downloads PDFs, builds BibTeX, drafts a LaTeX review, compiles it, reviews for quality, and revises based on feedback — all automated.
Install / Use
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill literature-survey-generatorInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Our assessment of literature-survey-generator
literature-survey-generator scores 87/100 on our quality scale, 1016th of 1,753 Automation skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 4,360 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 4 days ago, so literature-survey-generator is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
literature-survey-generator compared with similar skills
All 4 of these similar skills score higher than literature-survey-generator; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| literature-survey-generator (this skill)by brycewang-stanford | 87 | 4.4k | 4d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.7k | 12d ago | CLAUDE.md |
| rufloby ruvnet | 100 | 73.4k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 84.0k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
Frequently asked questions
- How do I install literature-survey-generator?
- Run
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill literature-survey-generator. The install tabs above show the steps for each supported agent. - Which AI agents does literature-survey-generator work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is literature-survey-generator safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is literature-survey-generator still maintained?
- The repository was last updated 4 days ago, so literature-survey-generator is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.