Skip to content
SkillCheatSheet Sign in

nature-reviewer

An AI agent skill from Yuan1z0825/nature-skills, scored 64 out of 100 by code.

64/ 100C

Code score by group

  • Spec20/20
  • Description8/20
  • Procedure12/15
  • Done criteria0/15
  • Resources9/10
  • Scripts3/8
  • Safety7/7
  • Upkeep5/5

It loses the most points in Done criteria (15), the group that checks whether there is a checklist and a step that verifies the work.

What the author says it does

Provide evidence-grounded mock peer review of scientific manuscripts or excerpts, covering significance, validity, and major/minor concerns. Use for 模拟审稿、投稿前自审、审稿人视角评估; not author rebuttal drafting.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
Yuan1z0825/nature-skills
Folder
skills/nature-reviewer
License
Apache-2.0
GitHub stars
53,292
SKILL.md lines
174
Other files
20

Add nature-reviewer to your agent

npx skills add Yuan1z0825/nature-skills --skill nature-reviewer

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

More skills from Yuan1z0825/nature-skills

  1. nature-paper-card

    Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. Use for 论文精读卡、方法拆解、证据链分析; no…

    77B
  2. nature-paper2word

    Compile an academic Markdown manuscript into a journal- or school-compliant Word (.docx): declared typography, native OMML equations, three-line tables, cross-references, per-sect…

    73B
  3. nature-statistics

    Audit or improve manuscript statistical reporting, including experimental units, replication, uncertainty, tests, and figure statistics. Use for 统计审查、统计方法小节、图注统计 and reviewer conc…

    70B
  4. nature-downloader

    Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information d…

    68C
  5. nature-academic-search

    Search literature across sources, verify or manage citations, and build MeSH strategies or citation-impact audits. Use for 文献检索、引文核对、参考文献管理、严格他引 and evidence-backed citer profiles…

    66C
  6. nature-paper2ppt

    Create or improve a Chinese academic PPTX from a scientific paper or research reading notes, with source figures and speaker notes. Use for 论文做PPT、文献汇报、组会PPT and paper-based confe…

    66C
  7. nature-writing

    Draft or restructure scientific manuscript arguments, sections, and initial-submission materials from author-provided evidence. Use for 论文写作、章节起草、论证重构、正文压缩、首次投稿材料. Use nature-poli…

    66C
  8. nature-figure

    Create, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical a…

    65C

All skills in Yuan1z0825/nature-skills

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.