Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
Structured peer review for analytical work. An agent skill from nimrodfisher/data-analytics-skills.
Install Peer Review Template
$ npx skills add nimrodfisher/data-analytics-skills --skill peer-review-template -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nimrodfisher/data-analytics-skills peer-review-template --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/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/06-workflow-optimization/peer-review-template .claude/skills/peer-review-template && 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 "peer-review-template" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/peer-review-template into .claude/skills/peer-review-template/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "peer-review-template", 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/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/peer-review-templateType 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 nimrodfisher/data-analytics-skills --skill peer-review-template -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nimrodfisher/data-analytics-skills peer-review-template --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/06-workflow-optimization/peer-review-template .agents/skills/peer-review-template && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "peer-review-template" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/peer-review-template into .agents/skills/peer-review-template/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "peer-review-template", 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 nimrodfisher/data-analytics-skills --skill peer-review-template -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nimrodfisher/data-analytics-skills peer-review-template --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/06-workflow-optimization/peer-review-template .cursor/skills/peer-review-template && 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 "peer-review-template" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/peer-review-template into .cursor/skills/peer-review-template/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "peer-review-template", 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/nimrodfisher/data-analytics-skills.git --path 06-workflow-optimization/peer-review-template--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 nimrodfisher/data-analytics-skills --skill peer-review-template -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nimrodfisher/data-analytics-skills peer-review-template --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/06-workflow-optimization/peer-review-template .gemini/skills/peer-review-template && 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 "peer-review-template" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/peer-review-template into .gemini/skills/peer-review-template/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "peer-review-template", 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 nimrodfisher/data-analytics-skills peer-review-templateInstalls 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 nimrodfisher/data-analytics-skills --skill peer-review-template -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/06-workflow-optimization/peer-review-template .github/skills/peer-review-template && 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 "peer-review-template" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/peer-review-template into .github/skills/peer-review-template/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "peer-review-template", 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 nimrodfisher/data-analytics-skills --skill peer-review-template -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nimrodfisher/data-analytics-skills peer-review-template --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nimrodfisher/data-analytics-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/06-workflow-optimization/peer-review-template .opencode/skills/peer-review-template && 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 "peer-review-template" agent skill from https://github.com/nimrodfisher/data-analytics-skills/tree/main/06-workflow-optimization/peer-review-template into .opencode/skills/peer-review-template/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "peer-review-template", 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
peer-review-template- GitHub stars
- 470
- Token cost
- ~491 tokens
- SKILL.md length
- 214 words
- Files
- 6 (incl. references, assets)
- Skills in repo
- 31
- Repo updated
- First seen
- Licence
- MIT
At a glance
Structured peer review for analytical work. An agent skill from nimrodfisher/data-analytics-skills.
- Works in 6 steps: Agree scope of review — clarify with the… → Review analytical rigour — work through… → Review code or SQL — if the analysis… → …
- Reviewing teammates analysis
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Providing constructive feedback
What it does
Peer Review Template is an agent skill from nimrodfisher/data-analytics-skills. Structured peer review for analytical work. Use when reviewing teammates' analysis, providing constructive feedback, or establishing analysis quality standards.
Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files and assets (for example `assets/peer_review_template.md`, `assets/review_response_template.md` and `references/analytical_rigor_checklist.md`).
It sits in Research & Science, covering Peer review. The repository describes itself as: A comprehensive list of Claude & Codex skills for a wide range of data analytics tasks. The licence is MIT.
When your agent uses it
- Reviewing teammates analysis
- Providing constructive feedback
- Establishing analysis quality standards
Example prompts
- “/peer-review-template”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Agree scope of review — clarify with the author what kind of review is needed: logic check, statistical validity, code review, or…
- Review analytical rigour — work through references/analytical_rigor_checklist.md: are the question and method aligned? Are assumptions…
- Review code or SQL — if the analysis involves code, apply references/code_review_for_analysis.md: reproducibility, correctness…
- Write feedback — use the feedback structure in assets/peer_review_template.md: must-fix issues, should-fix suggestions, and optional…
- Author responds — the author addresses each point and notes disposition (fixed / accepted as-is with rationale / deferred); use…
- Close the review — reviewer confirms must-fix items are resolved and signs off; document the outcome in assets/peer_review_template.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 9449d36. 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
Peer Review Template loads about 491 tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 214 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
The full file from nimrodfisher/data-analytics-skills at commit 9449d36, republished under its MIT licence (© nimrodfisher). 214 words, ~491 tokens.
Download SKILL.mdSave it as
.claude/skills/peer-review-template/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.- name
- peer-review-template
- description
- Structured peer review for analytical work. Use when reviewing teammates' analysis, providing constructive feedback, or establishing analysis quality standards.
When to use
Before any analysis that will influence a significant decision is delivered to stakeholders. Peer review should be part of the standard delivery checklist for: dashboards going into production, reports used for strategic decisions, A/B test conclusions, and any analysis that will be cited externally.
Process
- Agree scope of review — clarify with the author what kind of review is needed: logic check, statistical validity, code review, or presentation clarity. Use
references/peer_review_framework.mdto set expectations. - Review analytical rigour — work through
references/analytical_rigor_checklist.md: are the question and method aligned? Are assumptions valid? Is the conclusion supported by the data? - Review code or SQL — if the analysis involves code, apply
references/code_review_for_analysis.md: reproducibility, correctness, readability, and performance. - Write feedback — use the feedback structure in
assets/peer_review_template.md: must-fix issues, should-fix suggestions, and optional improvements. Be specific; "this is unclear" is not actionable. - Author responds — the author addresses each point and notes disposition (fixed / accepted as-is with rationale / deferred); use
assets/review_response_template.md. - Close the review — reviewer confirms must-fix items are resolved and signs off; document the outcome in
assets/peer_review_template.md.
Inputs the skill needs
- Analysis output to review (notebook, report, dashboard spec, or SQL)
- Review scope agreed with author
- Reviewer name and role
Output
- Completed review with categorised feedback (
peer_review_template.md) - Author response log (
review_response_template.md) - Sign-off confirmation
© nimrodfisher, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 5 other files (references, assets) in 06-workflow-optimization/peer-review-template of nimrodfisher/data-analytics-skills.
- SKILL.md
- assets/peer_review_template.md
- assets/review_response_template.md
- references/analytical_rigor_checklist.md
- references/code_review_for_analysis.md
- references/peer_review_framework.md
Open the folder on GitHubat commit 9449d36
Compare with similar skills
Peer Review Template 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 |
|---|---|---|---|---|---|---|
| Peer Review Template this skillnimrodfisher/data-analytics-skills | 470 | — | ~491 | Automated safety check: Pass | MIT | |
| 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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Questions about Peer Review Template
What does Peer Review Template do?
Structured peer review for analytical work. An agent skill from nimrodfisher/data-analytics-skills. Peer Review Template is an agent skill from nimrodfisher/data-analytics-skills. Structured peer review for analytical work.
When should I use Peer Review Template?
Peer Review Template fits situations like: reviewing teammates analysis; providing constructive feedback; establishing analysis quality standards.
How do I install Peer Review Template in Claude Code?
Run `npx skills add nimrodfisher/data-analytics-skills --skill peer-review-template -a claude-code`. Or copy the skill folder (06-workflow-optimization/peer-review-template in nimrodfisher/data-analytics-skills) into .claude/skills/peer-review-template in your project. Claude Code loads it when a task matches its description.
How do I install Peer Review Template in Codex?
Run `npx skills add nimrodfisher/data-analytics-skills --skill peer-review-template -a codex`. Or copy the skill folder (06-workflow-optimization/peer-review-template in nimrodfisher/data-analytics-skills) into .agents/skills/peer-review-template in your project. Codex loads it when a task matches its description.
Can I use Peer Review Template 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 nimrodfisher/data-analytics-skills --skill peer-review-template -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/peer-review-template, .gemini/skills/peer-review-template, .github/skills/peer-review-template and .opencode/skills/peer-review-template in your project.
What does Peer Review Template need to run?
SKILL.md names no scripts, command-line tools or credentials: Peer Review Template is instructions for the agent only.
Does Peer Review Template 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 Peer Review Template 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 Peer Review Template use?
Peer Review Template is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Peer Review Template use?
About 491 tokens (SKILL.md is roughly 2k 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 2.3k tokens, read only when the agent opens those files.
What are the alternatives to Peer Review Template?
Skills that share tags, products or a category with Peer Review Template: 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 Peer Review Template?
nimrodfisher (a GitHub user) maintains it in nimrodfisher/data-analytics-skills, which has 470 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on September 25, 2026.
Source: nimrodfisher/data-analytics-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.