Individual skill
meta-abstract-screener
Screens research papers based on title/abstract and inclusion criteria, providing a structured Yes/No/Maybe decision. Use when you need to filter literature for meta-analysis or systematic reviews.
scientific-skills/Data Analysis/meta-abstract-screener/SKILL.md
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- Matches the observed repository HEAD
- Yes
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- Yes
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- Observed behavior
- Instructions only
- Last checked
- Nov 9, 2026
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- 2,038
- Repository last updated
- Sep 17, 2026
- License
- MIT
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- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- ai Repository topic
- biology Repository topic
- cancer-genomics Repository topic
- data-visualization Repository topic
- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- research Derived category
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POLISH_CHANGELOG.mddoc · 601 bytesSKILL.mdcore · 6,545 bytesSKILL.mdcore · 6,545 bytesSKILL.mdcore · 6,545 bytesSKILL.mdcore · 6,545 bytesSKILL.mdcore · 6,545 bytesSKILL.mdcore · 6,545 bytesSKILL.mdcore · 6,545 bytesSKILL.mdcore · 6,545 bytesSKILL.mdcore · 6,545 byteseval_report_meta-abstract-screener_result.jsonasset · 8,661 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Abstract Screener
This skill helps screen research papers by analyzing their titles and abstracts against specific inclusion/exclusion criteria. It follows a rigorous two-step process to ensure consistency and strictly excludes systematic reviews/meta-analyses unless otherwise specified.
## When to Use
- Use this skill when the request matches its documented task boundary.
- Use it when the user can provide the required inputs and expects a structured deliverable.
- Prefer this skill for repeatable, checklist-driven execution rather than open-ended brainstorming.
## Key Features
- Scope-focused workflow aligned to: Screens research papers based on title/abstract and inclusion criteria, providing a structured Yes/No/Maybe decision. Use when you need to filter literature for meta-analysis or systematic reviews.