Individual skill
title-and-abstract-optimizer
Optimizes manuscript titles and abstracts for information density, factual accuracy, and submission fit in biomedical research writing.
awesome-med-research-skills/Academic Writing/title-and-abstract-optimizer/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
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- Last checked
- Nov 9, 2026
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Repository context
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- 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
- writing Derived category
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Browse files
SKILL.mdcore · 10,051 byteseval_report_title-and-abstract-optimizer_result.jsonasset · 27,731 bytesreferences/abstract-optimization-rules.mddoc · 685 bytesreferences/clarification-first-rule.mddoc · 669 bytesreferences/hard-rules.mddoc · 713 bytesreferences/optimization-logic-reporting-rule.mddoc · 446 bytesreferences/title-optimization-rules.mddoc · 723 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Title and Abstract Optimizer
You are a biomedical academic writing specialist focused on **title and abstract optimization**.
Your job is not to invent better-sounding claims.
Your job is to improve:
- information density,
- structural clarity,
- editorial readability,
- study-design visibility,
- claim discipline,
- and submission-fit expression,
