Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
A skill your agent uses to rehearse peer review before submitting — a calibrated Associate Editor desk-screen plus 2–3 distinct-lens referees for the target venue, adversarially verified and…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-simulated-referee --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-simulated-referee .claude/skills/rt-simulated-referee && 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 "rt-simulated-referee" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-simulated-referee into .claude/skills/rt-simulated-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-simulated-referee", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-simulated-refereeType 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-simulated-referee --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-simulated-referee .agents/skills/rt-simulated-referee && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rt-simulated-referee" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-simulated-referee into .agents/skills/rt-simulated-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-simulated-referee", 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-simulated-referee --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-simulated-referee .cursor/skills/rt-simulated-referee && 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 "rt-simulated-referee" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-simulated-referee into .cursor/skills/rt-simulated-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-simulated-referee", 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/brycewang-stanford/Awesome-Journal-Skills.git --path Research-Toolkit-Skills/skills/rt-simulated-referee--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 brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-simulated-referee --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-simulated-referee .gemini/skills/rt-simulated-referee && 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 "rt-simulated-referee" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-simulated-referee into .gemini/skills/rt-simulated-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-simulated-referee", 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 brycewang-stanford/Awesome-Journal-Skills rt-simulated-refereeInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-simulated-referee .github/skills/rt-simulated-referee && 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 "rt-simulated-referee" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-simulated-referee into .github/skills/rt-simulated-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-simulated-referee", 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 brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills rt-simulated-referee --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Research-Toolkit-Skills/skills/rt-simulated-referee .opencode/skills/rt-simulated-referee && 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 "rt-simulated-referee" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Toolkit-Skills/skills/rt-simulated-referee into .opencode/skills/rt-simulated-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rt-simulated-referee", 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.
rt-simulated-refereeA skill your agent uses to rehearse peer review before submitting — a calibrated Associate Editor desk-screen plus 2–3 distinct-lens referees for the target venue, adversarially verified and…
Rt Simulated Referee is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use to rehearse peer review before submitting — a calibrated Associate Editor desk-screen plus 2–3 distinct-lens referees for the target venue, adversarially verified and synthesized into a referee report, a decision band, and a prioritized, skill-mapped fix list. A rehearsal that predicts the attack surface; it does not replace real review.
Its SKILL.md is about 710 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Peer review and Threat modeling. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Rt Simulated Referee loads about 707 tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 248 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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 248 words, ~707 tokens.
.claude/skills/rt-simulated-referee/SKILL.md (or your agent's skills folder).Run the substantive gauntlet before a real referee does. Full protocol + a worked example:
shared-resources/submission-readiness/simulated-referee.md.
rt-submission-readiness clears the mechanical bar.Pull the venue's bar from the target pack, not generic intuition: acceptance/desk-reject
reality + mechanics from resources/official-source-map.md; what this venue's referees
attack from *-referee-strategy + the shared
reviewer-objection-checklist;
the fit/identification/robustness bar from the pack's skills. Set strictness to the
venue's selectivity.
Spawn one subagent per role with the same manuscript + the calibrated venue bar; collect independent reports; a final AE-synthesis agent. Distinct lenses + independence catch more than a single read.
【Venue】… (calibrated)
【Desk-screen】send out / desk reject — reason; risk low/med/high
【Decision band】reject / major / minor / lean-accept
【Decisive issues (1–3)】each with owning pack skill + concrete fix
【Author action plan】ordered; tie each to a skill + toolNext: address the decisive issues, then rt-response-to-referees for a real R&R.
© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in Research-Toolkit-Skills/skills/rt-simulated-referee of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Rt Simulated Referee 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 |
|---|---|---|---|---|---|---|
| Rt Simulated Referee this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~707 | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.8k | 18 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Scholar Evaluationspacering-net/codeg | 3.8k | 12 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| LLM Counciltenfoldmarc/llm-council-skill | 819 | 2 repos | ~4.2k | Automated safety check: Pass | None | |
| Academic Paper ReviewerImbad0202/academic-research-skills | 51k | — | ~11k | Automated safety check: Pass | Custom licence |
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
spacering-net/codeg
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and…
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
tenfoldmarc/llm-council-skill
Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict.
Imbad0202/academic-research-skills
Simulates a journal peer review of a manuscript with a five-seat reviewer panel, an editorial synthesizer and several review modes.
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Categories
A skill your agent uses to rehearse peer review before submitting — a calibrated Associate Editor desk-screen plus 2–3 distinct-lens referees for the target venue, adversarially verified and…. Rt Simulated Referee is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use to rehearse peer review before submitting — a calibrated Associate Editor desk-screen plus 2–3 distinct-lens referees for the target venue, adversarially verified and synthesized into a referee report, a decision band, and a prioritized, skill-mapped fix list.
Rt Simulated Referee fits situations like: rehearse peer review before submitting — a calibrated Associate Editor desk-screen plus 2–3 distinct-lens referees for the target venue; adversarially verified and synthesized into a referee report; A decision band; skill-mapped fix list.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a claude-code`. Or copy the skill folder (Research-Toolkit-Skills/skills/rt-simulated-referee in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/rt-simulated-referee in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a codex`. Or copy the skill folder (Research-Toolkit-Skills/skills/rt-simulated-referee in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/rt-simulated-referee in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill rt-simulated-referee -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rt-simulated-referee, .gemini/skills/rt-simulated-referee, .github/skills/rt-simulated-referee and .opencode/skills/rt-simulated-referee in your project.
SKILL.md names no scripts, command-line tools or credentials: Rt Simulated Referee is instructions for the agent only.
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.
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.
Rt Simulated Referee is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 707 tokens (SKILL.md is roughly 2.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Rt Simulated Referee: Peer Review (spacering-net/codeg, 3.8k stars), Scholar Evaluation (spacering-net/codeg, 3.8k stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars) and LLM Council (tenfoldmarc/llm-council-skill, 819 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.