> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# scholar-evaluation — AI agent skill for research writing

> Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local…

# `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.

**Category:** [research-writing](/research-agent-skills/skills#research-writing) · **License:** MIT · **Version:** 2.2

## Install

```bash theme={null}
npx research-agent-skills install scholar-evaluation
npx skills add KalarisLabs/research-agent-skills --skill scholar-evaluation
```

## When to use it

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.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/scholar-evaluation/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.


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