数据与复现统计与数据分析K-Dense-AI/claude-scientific-skills数据与复现
PE

Peer Review

维护者 K-Dense Inc. · 最近更新 2026年4月1日

Peer Review:Peer review是一个systematic process ,用于 evaluating scientific manuscripts。 Assess methodology,statistics,design,reproducibility,ethics,、 reporting standards。

Claude CodeOpenClawNanoClaw分析处理复现实验peer-reviewscientific-communicationanalysisanalysis & methodology

原始来源

K-Dense-AI/claude-scientific-skills

https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/peer-review

维护者
K-Dense Inc.
许可
MIT license
最近更新
2026年4月1日

技能摘要

来自 SKILL.md 的关键信息

2 min

核心说明

  • Peer review是一个systematic process ,用于 evaluating scientific manuscripts. Assess methodology,statistics,design,reproducibility,ethics,、 reporting standards. Apply this skill ,用于 manuscript 、 grant review across disciplines ,支持 constructive,rigorous evaluation。
  • Conducting peer review of scientific manuscripts ,用于 journals。
  • Evaluating grant proposals 、 research applications。
  • Assessing methodology 、 experimental design rigor。
  • Reviewing statistical analyses 、 reporting standards。

原始文档

SKILL.md 摘录

Visual Enhancement with Scientific Schematics

When creating documents with this skill, always consider adding scientific diagrams and schematics to enhance visual communication.

If your document does not already contain schematics or diagrams:

  • Use the scientific-schematics skill to generate AI-powered publication-quality diagrams
  • Simply describe your desired diagram in natural language
  • Nano Banana Pro will automatically generate, review, and refine the schematic

For new documents: Scientific schematics should be generated by default to visually represent key concepts, workflows, architectures, or relationships described in the text.

How to generate schematics:

The AI will automatically:

  • Create publication-quality images with proper formatting
  • Review and refine through multiple iterations
  • Ensure accessibility (colorblind-friendly, high contrast)
  • Save outputs in the figures/ directory

When to add schematics:

  • Peer review workflow diagrams
  • Evaluation criteria decision trees
  • Review process flowcharts
  • Methodology assessment frameworks
  • Quality assessment visualizations
  • Reporting guidelines compliance diagrams
  • Any complex concept that benefits from visualization

For detailed guidance on creating schematics, refer to the scientific-schematics skill documentation.


Peer Review Workflow

Conduct peer review systematically through the following stages, adapting depth and focus based on the manuscript type and discipline.

Stage 1: Initial Assessment

Begin with a high-level evaluation to determine the manuscript's scope, novelty, and overall quality.

Key Questions:

  • What is the central research question or hypothesis?
  • What are the main findings and conclusions?
  • Is the work scientifically sound and significant?
  • Is the work appropriate for the intended venue?
  • Are there any immediate major flaws that would preclude publication?

Output: Brief summary (2-3 sentences) capturing the manuscript's essence and initial impression.

适用场景

  • Conducting peer review of scientific manuscripts ,用于 journals。
  • Evaluating grant proposals 、 research applications。
  • Assessing methodology 、 experimental design rigor。
  • Reviewing statistical analyses 、 reporting standards。

不适用场景

  • Do not rely on this catalog entry alone ,用于 installation 或 maintenance details。

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