Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal.
Install Nature Reviewer
$ npx skills add aiskillstore/marketplace --skill nature-reviewer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace nature-reviewer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/yuan1z0825/nature-reviewer .claude/skills/nature-reviewer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "nature-reviewer" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/nature-reviewer into .claude/skills/nature-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviewer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/nature-reviewerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill nature-reviewer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace nature-reviewer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/yuan1z0825/nature-reviewer .agents/skills/nature-reviewer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "nature-reviewer" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/nature-reviewer into .agents/skills/nature-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviewer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill nature-reviewer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace nature-reviewer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/yuan1z0825/nature-reviewer .cursor/skills/nature-reviewer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "nature-reviewer" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/nature-reviewer into .cursor/skills/nature-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviewer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/yuan1z0825/nature-reviewer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill nature-reviewer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace nature-reviewer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/yuan1z0825/nature-reviewer .gemini/skills/nature-reviewer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "nature-reviewer" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/nature-reviewer into .gemini/skills/nature-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviewer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace nature-reviewerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill nature-reviewer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/yuan1z0825/nature-reviewer .github/skills/nature-reviewer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "nature-reviewer" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/nature-reviewer into .github/skills/nature-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviewer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill nature-reviewer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace nature-reviewer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/yuan1z0825/nature-reviewer .opencode/skills/nature-reviewer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "nature-reviewer" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/nature-reviewer into .opencode/skills/nature-reviewer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "nature-reviewer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
nature-reviewer- GitHub stars
- 433
- Token cost
- ~1.5k tokens
- SKILL.md length
- 534 words
- Files
- 10 (incl. references)
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal.
- Works in 7 steps: Identify the input scope and whether the… → Extract a shared manuscript fact base:… → Check readiness and label missing… → …
- The user wants a pre-submission review
- SKILL.md covers Default stance, Accepted inputs, Workflow and Output format, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Nature Reviewer is an agent skill from aiskillstore/marketplace. Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal. Use when the user wants a pre-submission review, reviewer report, peer-review style critique, novelty/significance/technical soundness assessment, reviewer-style manuscript evaluation, 审稿人视角评估, 预审稿意见, or Nature reviewer report. Return 3 reviewer reports plus a cross-review synthesis, grounded only in the local Nature reviewer source basis. Also trigger on general pre-submission review requests during academic…
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files (for example `README.md`, `references/editorial criteria and processes.md` and `references/qa-checklist.md`).
It sits in Research & Science, covering Peer review. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- The user wants a pre-submission review
- Reviewer report
- Peer-review style critique
- Novelty/significance/technical soundness assessment
Example prompts
- “Nature”
- “/nature-reviewer”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Identify the input scope and whether the job is a reviewer-style assessment rather than rebuttal drafting.
- Extract a shared manuscript fact base: main claim, visible evidence, claimed significance, likely readership, and visible limitations.
- Check readiness and label missing evidence or missing sections instead of inventing them.
- Assess the manuscript using the source-grounded axes.
- Generate Reviewer 1, Reviewer 2, and Reviewer 3 using shared facts but different emphasis.
- Generate a Cross-review synthesis that captures consensus and weighting differences.
- Run QA for groundedness, coverage, role boundaries, and non-invention.
What it can do on your machine
Read from SKILL.md and the folder at commit 44923f3. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Nature Reviewer loads about 1.5k tokens when it runs, and up to ~6.9k if it reads all its reference files. Until then it costs about 194 tokens; SKILL.md has 534 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 534 words (~1,502 tokens).
“Use this skill to simulate a Nature-style reviewer assessment package from the referee side.”
- name
- nature-reviewer
- version
- 0.1.0
- status
- Draft
Files
SKILL.md and 9 other files (references) in skills/yuan1z0825/nature-reviewer of aiskillstore/marketplace.
- SKILL.md
- README.md
- references/editorial criteria and processes.md
- references/qa-checklist.md
- references/report-structure.md
- references/review-axes.md
- references/reviewer-workflow.md
- references/role-boundaries.md
- references/source-basis.md
- skill-report.json
Open the folder on GitHubat commit 44923f3
Compare with similar skills
Nature Reviewer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Nature Reviewer this skillaiskillstore/marketplace | 433 | — | ~1.5k | Automated safety check: Pass | None | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Scholar Evaluationspacering-net/codeg | 3.9k | 11 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Academic Paper ReviewerImbad0202/academic-research-skills | 51k | — | ~11k | Automated safety check: Pass | Custom licence | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT |
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Categories
Questions about Nature Reviewer
What does Nature Reviewer do?
Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal. Nature Reviewer is an agent skill from aiskillstore/marketplace. Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal.
When should I use Nature Reviewer?
Nature Reviewer fits situations like: the user wants a pre-submission review; reviewer report; peer-review style critique; novelty/significance/technical soundness assessment.
How do I install Nature Reviewer in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill nature-reviewer -a claude-code`. Or copy the skill folder (skills/yuan1z0825/nature-reviewer in aiskillstore/marketplace) into .claude/skills/nature-reviewer in your project. Claude Code loads it when a task matches its description.
How do I install Nature Reviewer in Codex?
Run `npx skills add aiskillstore/marketplace --skill nature-reviewer -a codex`. Or copy the skill folder (skills/yuan1z0825/nature-reviewer in aiskillstore/marketplace) into .agents/skills/nature-reviewer in your project. Codex loads it when a task matches its description.
Can I use Nature Reviewer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill nature-reviewer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/nature-reviewer, .gemini/skills/nature-reviewer, .github/skills/nature-reviewer and .opencode/skills/nature-reviewer in your project.
What does Nature Reviewer need to run?
SKILL.md names no scripts, command-line tools or credentials: Nature Reviewer is instructions for the agent only.
Does Nature Reviewer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Nature Reviewer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Nature Reviewer use?
No licence was found for Nature Reviewer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Nature Reviewer use?
About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.4k tokens, read only when the agent opens those files.
What are the alternatives to Nature Reviewer?
Skills that share tags, products or a category with Nature Reviewer: Peer Review (spacering-net/codeg, 3.9k stars), Scholar Evaluation (spacering-net/codeg, 3.9k stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars) and Academic Paper Reviewer (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Nature Reviewer?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.