Scholar Evaluation
This skill analyzes text to assess its scholarly quality, providing insights into depth, accuracy, and relevance for research or writing.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add swn94-scholar-evaluation npx -- -y @trustedskills/swn94-scholar-evaluation
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"swn94-scholar-evaluation": {
"command": "npx",
"args": [
"-y",
"@trustedskills/swn94-scholar-evaluation"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The swn94-scholar-evaluation skill allows AI agents to analyze and summarize academic papers. It can extract key information like the abstract, methodology, results, and conclusions from scholarly articles. This is useful for quickly understanding research findings and identifying relevant publications.
When to use it
- Literature Reviews: Quickly assess a large number of papers for relevance to a research topic.
- Staying Current: Keep up-to-date with the latest developments in a field by summarizing recent publications.
- Understanding Research: Gain a concise overview of complex academic work without reading the entire paper.
- Summarizing Findings: Create brief summaries of papers for colleagues or presentations.
Key capabilities
- Abstract extraction
- Methodology identification
- Results summarization
- Conclusion synthesis
Example prompts
- "Summarize this research paper: [paste URL]"
- "What were the key findings in this article? [paste URL]"
- "Explain the methodology used in this scholarly work. [paste URL]"
Tips & gotchas
The skill relies on accurate URLs for academic papers; ensure the provided links are valid and accessible. The quality of the summary depends on the clarity and structure of the original paper.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.