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QualityRust

Scholar Evaluation

by xintaofei

Scholar Evaluation is a Quality skill for Claude Code, published by xintaofei in codeg.

2.8K stars345 forkson xintaofei/codegAdded 2026/08/17+3% in starsRepository updated 2026/08/17
acpagentclaude-codeclinecode-generationcodebuddycodexgemini-cligrok-buildguihermes-agentkimi-codeopenclawopencodepiworktree
Install in seconds
Install Scholar Evaluation
Copy Scholar Evaluation into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/xintaofei/codeg/tree/main/src-tauri/science/skills/scholar-evaluation ~/.claude/skills/scholar-evaluation

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/xintaofei/codeg.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
src-tauri/science/skills/scholar-evaluation/SKILL.md in xintaofei/codeg
Installs to
~/.claude/skills/scholar-evaluation
Collection
One of 25 skills cataloged from this repository
Category
Quality1354 skills

What Scholar Evaluation does

Scholar Evaluation applies the ScholarEval framework to systematically assess research papers, proposals, and literature reviews across key quality dimensions including problem formulation, methodology, analysis, and writing, with quantitative scoring and actionable feedback.

Scholar Evaluation is cataloged under Quality on DirSkills. Scholar Evaluation comes from a repository tagged acp, agent, claude-code, cline and code-generation.

Documentation

README

Scholar Evaluation

Overview

Apply the ScholarEval framework to systematically evaluate scholarly and research work. This skill provides structured evaluation methodology based on peer-reviewed research assessment criteria, enabling comprehensive analysis of academic papers, research proposals, literature reviews, and scholarly writing across multiple quality dimensions.

When to Use This Skill

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Scholar Evaluation

  • What else does xintaofei publish alongside Scholar Evaluation?

    Scholar Evaluation is one of 25 skills that DirSkills catalogs from xintaofei/codeg, the repository it ships in. Its siblings there include Brainstorming, Citation Management and Code Review Reception. Each one is a separate skill with its own page in this directory, installs the same way Scholar Evaluation does, and is maintained by xintaofei in that same repository. The rest of the collection is listed on the xintaofei/codeg page.

  • How does Scholar Evaluation compare to other Quality skills?

    Scholar Evaluation ranks #485 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Scholar Evaluation against them. Open each page to compare what they document and how they install.

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