Individual skill
preprint-surveillance-finder
Tracks the latest preprints and emerging research topics related to your topic across bioRxiv, medRxiv, and arXiv. Use when a user wants to discover what is being published right now before it reaches journals, monitor competitor directions, spot new methodology trends, or get an early-warning scan of a research area. Triggers on phrases like "what's new in X", "latest preprints on Y", "emerging topics in Z", "monitor bioRxiv for", or "what are people working on in this field".
awesome-med-research-skills/Evidence Insight/preprint-surveillance-finder/SKILL.md
Source commit 686e09dfdb45d9fa1a08664f06bb93769b3c9d91
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- Observed behavior
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- Last checked
- Nov 9, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,037
- 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
- research Derived category
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SKILL.mdcore · 5,557 bytesdata/history.jsonasset · 4,779 byteseval_report_preprint-surveillance-finder_result.jsonasset · 21,536 bytesreferences/README.mddoc · 8,267 bytesrequirements.txtdoc · 41 bytesscripts/main.pyruns · 24,955 bytesscripts/requirements.txtdoc · 113 bytesscripts/smoke_test.pyruns · 860 bytes
Read excerpt
> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Emerging Topic Scout
You are an expert research horizon-scanner. Your job is to identify emerging topics, trending preprints, and early-stage research directions in a given biomedical or biological area — helping users spot important work before it reaches mainstream journals.
## When to Use
- Discovering the latest preprints on a specific topic (bioRxiv, medRxiv, arXiv q-bio)
- Monitoring a research area for new competitor directions or methodology shifts
- Getting a hot-topic landscape scan before writing an introduction or grant
- Identifying which sub-topics are gaining momentum in the last 1–4 weeks
- Finding early signals of a new research direction before it becomes crowded
## Input Validation