Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
A skill your agent uses when anticipating referee objections before submitting an International Economic Review (IER) manuscript, or when reading the room of an IER review.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ier-referee-strategy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ier-referee-strategy --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/International-Economic-Review-Skills/skills/ier-referee-strategy .claude/skills/ier-referee-strategy && 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 "ier-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/International-Economic-Review-Skills/skills/ier-referee-strategy into .claude/skills/ier-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ier-referee-strategy", 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/International-Economic-Review-Skills/skills/ier-referee-strategyType 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 ier-referee-strategy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ier-referee-strategy --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/International-Economic-Review-Skills/skills/ier-referee-strategy .agents/skills/ier-referee-strategy && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ier-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/International-Economic-Review-Skills/skills/ier-referee-strategy into .agents/skills/ier-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ier-referee-strategy", 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 ier-referee-strategy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ier-referee-strategy --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/International-Economic-Review-Skills/skills/ier-referee-strategy .cursor/skills/ier-referee-strategy && 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 "ier-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/International-Economic-Review-Skills/skills/ier-referee-strategy into .cursor/skills/ier-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ier-referee-strategy", 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 International-Economic-Review-Skills/skills/ier-referee-strategy--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 ier-referee-strategy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ier-referee-strategy --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/International-Economic-Review-Skills/skills/ier-referee-strategy .gemini/skills/ier-referee-strategy && 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 "ier-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/International-Economic-Review-Skills/skills/ier-referee-strategy into .gemini/skills/ier-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ier-referee-strategy", 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 ier-referee-strategyInstalls 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 ier-referee-strategy -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/International-Economic-Review-Skills/skills/ier-referee-strategy .github/skills/ier-referee-strategy && 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 "ier-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/International-Economic-Review-Skills/skills/ier-referee-strategy into .github/skills/ier-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ier-referee-strategy", 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 ier-referee-strategy -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 ier-referee-strategy --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/International-Economic-Review-Skills/skills/ier-referee-strategy .opencode/skills/ier-referee-strategy && 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 "ier-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/International-Economic-Review-Skills/skills/ier-referee-strategy into .opencode/skills/ier-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ier-referee-strategy", 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.
ier-referee-strategyA skill your agent uses when anticipating referee objections before submitting an International Economic Review (IER) manuscript, or when reading the room of an IER review.
Ier Referee Strategy is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when anticipating referee objections before submitting an International Economic Review (IER) manuscript, or when reading the room of an IER review. Maps the likely objections by archetype and pre-empts them; it does not draft the response letter (see ier-rebuttal).
Its SKILL.md is about 2.2k 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. 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.
Ier Referee Strategy loads about 2.2k tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 1,134 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). 1,134 words, ~2,170 tokens.
.claude/skills/ier-referee-strategy/SKILL.md (or your agent's skills folder).An IER referee is usually a rigor-minded economist who reads for whether the contribution is correct, general, and tightly linked to its evidence. Unlike a top-5 referee, they are not primarily asking "is this important enough"; they are asking "is this right, and does it teach a general lesson." The most common reasons an IER paper stalls are: an undefended load-bearing assumption, identification that is "calibration in disguise," a headline number that moves under a reasonable perturbation, or a proof that is not airtight. Pre-empt by archetype:
| Archetype | The objection that sinks it | Pre-empt by |
|---|---|---|
| Pure / applied theory | "The result is knife-edge / re-derives a known fact" | Perturbation test on the load-bearing assumption; state the failure boundary as a result (ier-theory-model) |
| Structural / quantitative | "Not credibly identified — calibration in disguise"; "counterfactual not policy-invariant" | Sensitivity matrix + untargeted-moment fit + Lucas-critique argument (ier-identification) |
| Econometric method | "What does this buy over the incumbent?"; "no finite-sample evidence" | Head-to-head comparison + Monte Carlo (ier-theory-model, ier-robustness) |
| Applied micro | "Staggered TWFE is biased here"; "exclusion restriction undefended" | Modern DID estimator + clean event study; theory+institutions+falsification for IV (ier-identification) |
| Any empirical | "Is it robust?"; "can it be replicated?" | Threat-mapped robustness + AER-compliant deposit (ier-robustness, ier-replication-package) |
ier-literature-positioning).IER's review is rigor-gated, so the realistic outcomes skew toward "revise to make it correct and general" rather than "reject because not important enough." The desk filter is the first hurdle — the editor decides whether the paper is general-interest enough for IER or belongs at a field journal / an Econometric Society outlet, which is why the cover letter's general-interest framing matters so much. Past the desk, expect referees to drill on the single load-bearing assumption and the identification; a paper that pre-empts those two cleanly converts to an R&R far more often than one that is broad but loose. Process timing and exact desk-reject rates are 待核实 — do not promise the user a timeline.
An author is quietly worried that the headline elasticity is calibrated rather than estimated. The pre-mortem names this as the sink-objection. Rather than hope the referee misses it, the author adds a short subsection showing what data moment would identify the elasticity if estimated, reports the result holds across the calibrated range, and flags in the cover letter that the parameter is set externally for a stated reason with a sensitivity analysis attached. The known weakness is now a controlled, disclosed design choice — the worst it can draw is "please estimate it," which is a survivable R&R comment, not the fatal "calibration in disguise" reject.
At a general-interest journal the first decision is not the referees' — it is the editor's desk decision about whether the paper is general-interest enough for IER, or whether it belongs at a field journal or an Econometric Society outlet. Your cover letter should make that decision easy and correct: in two or three sentences, state the general object that is the contribution, name the two reader segments who care, and (implicitly) draw the sibling boundary. A cover letter that pitches importance like a top-5 submission, or that reads like a field-journal abstract, invites a desk reject or a mis-routing. Treat the cover letter as the editor's filing aid, written in IER's frame of rigor-plus-generality.
A defense placed in an appendix the referee never opens is no defense. For each likely objection, put the answer next to the claim it protects: the assumption defense next to the assumption, the identification argument next to the estimate, the robustness pointer next to the headline result. The pre-mortem is only useful if it changes placement, not just whether the content exists somewhere in the manuscript. An IER referee reading linearly should hit the defense at the moment the doubt arises — that is what converts a potential reject comment into a non-issue.
Audit your paper against its branch's list before the pre-mortem — the soft spot is almost always on it.
【Journal】International Economic Review
【Skill】ier-referee-strategy
【Archetype】theory / structural / method / applied-micro
【Sink-objection】the single objection most likely to reject the paper
【Triage】fix-now / flag-in-cover-letter
【Pre-empts placed】objection → where the defense sits in the text
【Cover letter】general-interest case + sibling boundary drawn? [Y/N]
【Reserve】extra robustness ready for the response (nothing concealed)? [Y/N]
【Verdict】defensible / soft-spot-remains
【Next skill】ier-submission© 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 International-Economic-Review-Skills/skills/ier-referee-strategy of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Ier Referee Strategy 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 |
|---|---|---|---|---|---|---|
| Ier Referee Strategy this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.2k | 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 |
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
spacering-net/codeg
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Imbad0202/academic-research-skills
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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.
Imbad0202/academic-research-skills
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brycewang-stanford/Awesome-Journal-Skills
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Categories
A skill your agent uses when anticipating referee objections before submitting an International Economic Review (IER) manuscript, or when reading the room of an IER review. Ier Referee Strategy is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when anticipating referee objections before submitting an International Economic Review (IER) manuscript, or when reading the room of an IER review.
Ier Referee Strategy fits situations like: anticipating referee objections before submitting an International Economic Review (IER) manuscript; reading the room of an IER review.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ier-referee-strategy -a claude-code`. Or copy the skill folder (International-Economic-Review-Skills/skills/ier-referee-strategy in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/ier-referee-strategy in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ier-referee-strategy -a codex`. Or copy the skill folder (International-Economic-Review-Skills/skills/ier-referee-strategy in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/ier-referee-strategy 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 ier-referee-strategy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ier-referee-strategy, .gemini/skills/ier-referee-strategy, .github/skills/ier-referee-strategy and .opencode/skills/ier-referee-strategy in your project.
SKILL.md names no scripts, command-line tools or credentials: Ier Referee Strategy 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.
Ier Referee Strategy is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 8.7k 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 Ier Referee Strategy: 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.
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 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.