Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
A skill your agent uses when anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise, so a manuscript pre-empts them before submission or…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jle-referee-strategy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy .claude/skills/jle-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 "jle-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy into .claude/skills/jle-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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/Journal-of-Law-and-Economics-Skills/skills/jle-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 jle-referee-strategy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy .agents/skills/jle-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 "jle-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy into .agents/skills/jle-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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 jle-referee-strategy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy .cursor/skills/jle-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 "jle-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy into .cursor/skills/jle-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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 Journal-of-Law-and-Economics-Skills/skills/jle-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 jle-referee-strategy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-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/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy .gemini/skills/jle-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 "jle-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy into .gemini/skills/jle-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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 jle-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 jle-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/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy .github/skills/jle-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 "jle-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy into .github/skills/jle-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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 jle-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 jle-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/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy .opencode/skills/jle-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 "jle-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy into .opencode/skills/jle-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jle-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.
jle-referee-strategyA skill your agent uses when anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise, so a manuscript pre-empts them before submission or…
Jle Referee Strategy is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise, so a manuscript pre-empts them before submission or addresses them in revision. Plans the defense around JLE's single-blind process; it does not draft the response letter (jle-rebuttal) or run the submission preflight (jle-submission).
Its SKILL.md is about 2.1k 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.
7 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.
Jle Referee Strategy loads about 2.1k tokens when it runs. Until then it costs about 94 tokens; SKILL.md has 1,005 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). 1,005 words, ~2,101 tokens.
.claude/skills/jle-referee-strategy/SKILL.md (or your agent's skills folder).JLE uses single-blind review: the authors' identities are visible to referees (the title page carries your name), while referees stay anonymous (检索于 2026-06;以官网为准). This changes strategy in two ways. First, do not anonymize the manuscript — that is the AEJ/JLEO reflex, not JLE; the title page should name you. Second, because referees know who you are, your track record and your self-citations are visible, so positioning honestly and not over-claiming matters more, not less. Referees here are economists who also know the legal institution; the modal report attacks (1) whether the institution is described correctly and the rule really binds, (2) the credibility of the legal identification, then (3) magnitude/mechanism and external validity across jurisdictions. Pre-empt the predictable objections in the paper itself.
| Referee objection (by design / field) | Pre-emption to build in now |
|---|---|
| "You misdescribe the rule / it didn't bind when you say" | precise institutional section: who is bound, effective date, exemptions, enforcement |
| "Staggered TWFE on the law change is biased" | heterogeneity-robust estimator + Bacon decomposition already in the paper |
| "Parallel trends across jurisdictions is not credible" | clean pre-trend leads + honest-DID sensitivity bound |
| "Your control jurisdictions had their own reforms" | documented legal landscape + dropped contaminated controls + placebo legal area |
| "Judge/case assignment isn't random / exclusion fails" | assignment balance + assignment-rule documentation + institutional exclusion argument |
| "RD jump is manipulation / bandwidth-driven" | density test + bandwidth sensitivity + donut; bunching addressed |
| "Effect is selection / confounding, not the rule" | Oster δ / coefficient-stability bounds |
| "Local/LATE legal effect ≠ the policy-relevant effect" | explicit estimand + calibrated cross-jurisdiction scope |
| "Inference too narrow (few states)" | wild-cluster bootstrap / randomization inference |
| "Mechanism is a black box (deterrence vs. incapacitation?)" | a test that distinguishes the channels |
| "Not replicable" | the data/code package built and referenced (jle-replication-package) |
Single-blind review is not a neutral detail — it shifts several decisions:
Three referee asks are near-certain at JLE; have the answer drafted before submission rather than discovering them in round one: (1) "Is the rule correctly described and did it bind when you say?" — answered by a primary-source institutions section; (2) "With so few legal units, is your inference valid?" — answered by a wild-cluster bootstrap or randomization inference; (3) "Does this generalize beyond your jurisdiction/period?" — answered by an explicit estimand and a calibrated scope statement, not by a sweeping claim.
A draft on occupational-licensing entry effects is near submission. War-gaming the referees (who know licensing law): the predictable attacks are "your treatment date is the statute's signing, but the board didn't issue rules for a year," "your control states reformed their own licensing," and "11 states is too few for asymptotic clustering." The author pre-empts all three in the paper: dates treatment to the board's effective rules, documents and drops the two contaminated control states, and reports a wild-cluster bootstrap alongside naive clustering. Because review is single-blind, the title page names the authors; nothing is anonymized. The response letter is now reserved for genuinely new asks.
【Blinding】manuscript NOT anonymized (single-blind, title page named)? [Y/N]
【Institution】accurate, economist-readable section? [Y/N]
【Objection map】per assumption: [objection → pre-emption in paper]
【Biggest weakness】addressed in text? [Y/N] — how: ___
【Robustness placement】main vs appendix split: ___
【External validity】estimand + cross-jurisdiction scope stated? [Y/N]
【Replicability visible】package referenced? [Y/N]
【Next step】jle-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 Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jle 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 |
|---|---|---|---|---|---|---|
| Jle Referee Strategy this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.1k | 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
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.
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
Orchestrates a ten-stage academic workflow from research to finished manuscript, including integrity checks, two rounds of peer review and revision.
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 when anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise, so a manuscript pre-empts them before submission or…. Jle Referee Strategy is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise, so a manuscript pre-empts them before submission or addresses them in revision.
Jle Referee Strategy fits situations like: anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise; so a manuscript pre-empts them before submission; addresses them in revision.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jle-referee-strategy -a claude-code`. Or copy the skill folder (Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jle-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 jle-referee-strategy -a codex`. Or copy the skill folder (Journal-of-Law-and-Economics-Skills/skills/jle-referee-strategy in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jle-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 jle-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/jle-referee-strategy, .gemini/skills/jle-referee-strategy, .github/skills/jle-referee-strategy and .opencode/skills/jle-referee-strategy in your project.
SKILL.md names no scripts, command-line tools or credentials: Jle 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.
Jle 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 2.1k tokens (SKILL.md is roughly 8.4k 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 Jle 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.