scholar-evaluation
Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls. Never use for ranking people or consequential decisions.
Install / Use
npx skills add K-Dense-AI/scientific-agent-skills --skill scholar-evaluationInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Data & AnalyticsSupported Platforms
Our assessment of scholar-evaluation
scholar-evaluation scores 89/100 on our quality scale, 35th of 142 Data & Analytics skills we index (top 25%).
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 46,441 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 3 days ago, so scholar-evaluation is actively maintained.
- It is released under the MIT 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 K-Dense-AI | 89 | 46.4k | 3d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.3k | 9d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.7k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 83.4k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 2d ago | SKILL.md |
Frequently asked questions
- How do I install scholar-evaluation?
- Run
npx skills add K-Dense-AI/scientific-agent-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 MIT-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 3 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.