Individual skill
lay-summary-gen
Converts complex medical abstracts into plain language summaries for.
scientific-skills/Academic Writing/lay-summary-gen/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
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- Observed behavior
- Local scripts
- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,039
- Repository last updated
- Sep 17, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- 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
- engineering Derived category
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SKILL.mdcore · 7,302 bytesSKILL.mdcore · 7,302 bytesSKILL.mdcore · 7,302 bytesSKILL.mdcore · 7,302 bytesSKILL.mdcore · 7,302 byteslay-summary-gen_audit_result_v1.jsonasset · 12,197 bytesreferences/guidelines.mddoc · 314 bytesscripts/main.pyruns · 3,719 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Lay Summary Gen
Generates plain-language summaries of medical research for non-expert audiences.
## When to Use
- Use this skill when the task needs Converts complex medical abstracts into plain language summaries for.
- Use this skill for academic writing 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.
## Key Features
See `## Features` above for related details.