Individual skill
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.
scientific_writer/.claude/skills/scholar-evaluation/SKILL.md
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- Last checked
- Nov 9, 2026
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- Repository last updated
- Nov 7, 2026
- License
- MIT
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# Scholar Evaluation
## Purpose
Provide developmental, evidence-traceable feedback on a **scholarly work**:
paper, draft, protocol, literature synthesis, or research idea. Use
qualitative judgment first. Optional scores only describe how submitted
evidence maps to a predeclared bounded rubric.
This skill also audits whether a low-stakes assessment process documents its
construct, provenance, rater quality, uncertainty, traceability, sensitivity,
fairness, accessibility, privacy, and human governance.
## Hard safety boundary