domains / families / research / systematic-review-screener

systematic-review-screener

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Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.

When to use

Use this skill when the task needs Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.
Use this skill for evidence insight tasks that require explicit assumptions, bounded scope, and a reproducible output format.
Use this skill when you need a documented fallback path for missing inputs, execution errors, or partial evidence.

**Not for Final Decisions**: Tool provides recommendations; human review required for inclusion
**Language Dependent**: Optimized for English abstracts
**Structured Abstracts**: Performs better on structured abstracts (Background/Methods/Results/Conclusion)
**Domain Specific**: Criteria must be tailored to research question
Do not proceed when required input files, identifiers, parameters, or context are missing — ask the user to provide them first.
Do not assume capabilities beyond this skill's declared scope when the user requests external operations or inferences.
Do not proceed without user confirmation when overwriting existing results, executing high-cost batch operations, or expanding task scope.

Repository	Path
aipoch/medical-research-skills	`scientific-skills/Evidence Insight/systematic-review-screener/SKILL.md`