Individual skill

research-hotspot-analysis

Analyze research hotspots for a disease or topic and recommend representative literature. Use when users need to identify trending directions, topic clusters, or generate hotspot review reports. Input is a disease name or research topic; output is a structured hotspot analysis report and representative literature list.

scientific-skills/Evidence Insight/research-hotspot-analysis/SKILL.md

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Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 2,042
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 · 674 bytes
SKILL.mdcore · 7,257 bytes
eval_report_research-hotspot-analysis_result.jsonasset · 6,475 bytes
references/prompt_templates.mddoc · 1,855 bytes
scripts/analysis_ops.pyruns · 9,374 bytes

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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)

## Output Format

Output must strictly follow this structured report format to ensure users receive directly readable decision-ready content rather than a simple text description.

### 1. Hotspot Overview Table

Display all identified hotspot topics and their popularity metrics in tabular form.

| Hotspot Topic | Popularity Index | Trend Direction | Representative Papers | Active Years |
|---------|:-------:|:--------:|:-----------:|:--------:|
| [Topic 1] | ★★★★★ | Rising | 45 papers | 2023-2026 |
| [Topic 2] | ★★★★ | Stable | 28 papers | 2022-2026 |
| [Topic 3] | ★★★ | Declining | 12 papers | 2020-2024 |