scholar-evaluation
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
Install / Use
npx skills add foryourhealth111-pixel/Vibe-Skills --skill scholar-evaluationInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Content & MediaSupported Platforms
Our assessment of scholar-evaluation
scholar-evaluation scores 86/100 on our quality scale, 336th of 669 Content & Media skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 3,433 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 27 days ago, so scholar-evaluation is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
scholar-evaluation compared with similar skills
All 4 of these similar skills score higher than scholar-evaluation; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| scholar-evaluation (this skill)by foryourhealth111-pixel | 86 | 3.4k | 27d ago | SKILL.md |
| siyuanby siyuan-note | 100 | 46.5k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 6d ago | SKILL.md |
Frequently asked questions
- How do I install scholar-evaluation?
- Run
npx skills add foryourhealth111-pixel/Vibe-Skills --skill scholar-evaluation. The install tabs above show the steps for each supported agent. - Which AI agents does scholar-evaluation work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is scholar-evaluation safe to use?
- It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is scholar-evaluation still maintained?
- The repository was last updated 27 days ago, so scholar-evaluation is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.