raja21068/autoscholar/systematic-review
Claude Code and agent skill by raja21068/autoscholar
Trust tier 3
- community
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Checking that the SKILL.md file is still in the repository.
Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages.
Install
npx vskill@latest install raja21068/autoscholar/systematic-reviewSKILL.md
The same SKILL.md was published earlier as aiming-lab/autoresearchclaw/systematic-review.
Systematic Review Best Practice
Follow PRISMA-like methodology for literature search:
- Define clear inclusion/exclusion criteria BEFORE searching
- Use multiple databases (Semantic Scholar, arXiv, OpenAlex)
- Search with both broad and narrow queries
- Screen by title/abstract first, then full text
- Extract: method, dataset, metrics, key findings
- Synthesize gaps and opportunities, not just summaries
- Prioritize recent (last 2-3 years) high-citation papers
- Include at least one seminal/foundational paper per sub-topic
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/builtin/experiment/systematic-review/SKILL.md
Popularity
- 7-day trend score
- 5
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