Updated 3w ago
by GeoGeekLab
nature-reviewer-skills
Nature-style AI peer reviewer for scientific manuscripts. 我把Nature期刊审稿人蒸馏了。
48 GitHub stars (48)
+6 in 20 days
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- 8 skills (8 skills found in its SKILL.md files)
- 4 forks (4 forks)
- 3w ago last update (Last updated 3w ago)
Install
Skills CLI
npx skills add GeoGeekLab/nature-reviewer-skills
Asks which skills and agents to install. Just one: npx skills add GeoGeekLab/nature-reviewer-skills --skill nature-chemistry-reviewer — add -g for every project.
Claude Code
git clone https://github.com/GeoGeekLab/nature-reviewer-skillscp -r "nature-reviewer-skills/nature-chemistry-reviewer-skill" ~/.claude/skills/
Copies the nature-chemistry-reviewer skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add GeoGeekLab/nature-reviewer-skills
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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nature-chemistry-reviewer
Nature-style chemistry manuscript reviewer skill for testing synthesis, catalysis, chemical biology, molecular/materials chemistry and analytical claims against identity, purity, controls, selectivity, mechanism, scope, reproducibility and quantitative comparison.
nature-chemistry-reviewer-skill/SKILL.md on GitHub (opens in a new tab) -
nature-engineering-reviewer
Nature-style engineering manuscript reviewer skill for testing devices, robots, platforms, systems, algorithms embodied in physical systems and engineering methods against requirements, validation, benchmarking, uncertainty, robustness and failure modes.
nature-engineering-reviewer-skill/SKILL.md on GitHub (opens in a new tab) -
nature-materials-science-reviewer
Nature-style materials science manuscript reviewer skill for testing materials design, synthesis, processing, structure-property, mechanism, stability, scalability, computational prediction and application claims against materials evidence chains.
nature-materials-science-reviewer-skill/SKILL.md on GitHub (opens in a new tab) -
nature-atmospheric-science-reviewer
Nature-style atmospheric science manuscript reviewer skill for testing observation, reanalysis, model, aerosol-cloud-radiation, extreme-event, circulation-mechanism and attribution claims against their physical evidence chain.
nature-earth-system-reviewer-skills/skills/nature-atmospheric-science-reviewer-skill/SKILL.md on GitHub (opens in a new tab) -
nature-climate-ecology-reviewer
Nature-style climate and ecology manuscript reviewer skill for testing biodiversity, ecosystem-function, carbon-cycle, conservation, global-change and ecological-inference claims against sampling, causal design, model structure, uncertainty and management scope.
nature-earth-system-reviewer-skills/skills/nature-climate-ecology-reviewer-skill/SKILL.md on GitHub (opens in a new tab) -
nature-hydrology-reviewer
Nature-style hydrology manuscript reviewer skill for testing streamflow, runoff, groundwater, water storage, drought, flood, hydroclimate and water-resource claims against water-balance closure, hydrologic signatures, model structure and observational constraints.
nature-earth-system-reviewer-skills/skills/nature-hydrology-reviewer-skill/SKILL.md on GitHub (opens in a new tab) -
nature-remote-sensing-reviewer
Nature-style remote-sensing manuscript reviewer skill for evaluating Earth-observation products, retrievals, machine-learning maps, validation design, uncertainty propagation, spatial transferability and claim-scope calibration.
nature-earth-system-reviewer-skills/skills/nature-remote-sensing-reviewer-skill/SKILL.md on GitHub (opens in a new tab) -
polar-earth-system-review-orchestrator
Cross-disciplinary polar Earth-system manuscript review orchestrator for Arctic, Antarctic and Southern Ocean research. Routes claims to existing domain reviewer skills and applies polar-specific evidence gates for sparse observations, cryosphere variables, product dependence, conservation budgets, coupled attribution, paleoclimate archives and regional research responsibility.
nature-earth-system-reviewer-skills/skills/polar-earth-system-review-orchestrator/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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