survey
survey is a Literature review & citations skill for AI agents, published by SNL-UCSB in the literature-survey-skill repository on GitHub. Skillspace rates survey B (81/100) and it passed the safety scan; the rating is based on static analysis only.
Literature survey assistant with four modes: /survey intent (capture student goals, expertise, and success criteria), /survey triage (landscape mapping via NotebookLM), /survey deepen (structured reading with craft and visualization extraction), /survey synthesize (cross-paper analysis for related work, area exams, gap identification). Also: /survey expand (corpus growth proposals). Use when students mention reading papers, literature review, related work, area exam prep, paper corpus, or any systematic reading task.
- Grade
- B
- Quality
- 81 / 100
- Safety
- Passed
- GitHub stars
- 50
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
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
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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