literature-review
literature-review is a Literature review & citations skill for AI agents, published by jerry609 in the PaperBot repository on GitHub. Skillspace rates literature-review F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.
Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.
This skill should be used when the user asks to "do a literature review", "survey papers on a topic", "search and summarize research on X", "find papers about attention mechanisms", "systematic review of the literature", "what papers exist on Y", or wants a multi-step workflow to search, filter by relevance, score quality, and summarize academic papers using PaperBot MCP tools.
- Grade
- F
- Quality
- 45 / 100
- Safety
- Risky
- GitHub stars
- 111
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- High-risk patterns
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- references sensitive credential env
- mentions secrets in text
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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