sciatlas-researcher-review
sciatlas-researcher-review is a Literature review & citations skill for AI agents, published by zjunlp in the SciAtlas repository on GitHub. Skillspace rates sciatlas-researcher-review D (64/100) and it passed the safety scan; the rating is based on static analysis only.
Use only SciAtlas search-papers to take a novice user from zero setup to an evidence-grounded researcher profile from retrieved papers. Trigger when the user asks for a researcher's background, representative works, topic trajectory, or author-centered literature overview.
- Grade
- D
- Quality
- 64 / 100
- Safety
- Passed
- GitHub stars
- 134
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, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- Low-risk patterns
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 1 collections
What the scanner flagged
- mentions secrets in text
Not checked 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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