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…

MITAuto-check passedResearch & Science

Install Jle Referee Strategy

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jle-referee-strategy -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jle-referee-strategy --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-src

Use ~/.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/

Facts

Skill name
jle-referee-strategy
GitHub stars
1.2k
Token cost
~2.1k tokens
SKILL.md length
1,005 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

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…

  • Works in 7 steps: Get the institution right first. A… → War-game the legal identification. For… → Pre-empt, do not hide. Address the… → …
  • Anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise
  • SKILL.md covers When to trigger, How JLE review works (plan…, The objection map (pre-empt in… and Strategy craft, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

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.

When your agent uses it

  • 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

Example prompts

  • “/jle-referee-strategy”

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Get the institution right first. A law-and-economics referee will dismiss a paper that misstates how the rule works before reaching the…
  2. War-game the legal identification. For each identifying assumption, write the sentence a hostile referee would use; if you cannot answer…
  3. Pre-empt, do not hide. Address the obvious weakness (the contaminated control, the few-states inference) head-on in the text.
  4. Sequence robustness. Decisive legal-design checks (re-dating, control-jurisdiction swaps) in the main paper; secondary ones in the appendix.
  5. Anticipate the cross-jurisdiction external-validity ask — almost guaranteed for a single-state or local design; have the estimand and…
  6. Make replicability visible so specification-search suspicion is defused.
  7. Signal institutional credibility. Because the modal referee knows the law, a careful primary-source institutions section (or genuine…

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. 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

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.

Always · name and description, kept in context so the agent knows when to use it
~94
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

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 brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 1,005 words, ~2,101 tokens.

Download SKILL.mdSave it as .claude/skills/jle-referee-strategy/SKILL.md (or your agent's skills folder).
name
jle-referee-strategy
description
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).

Referee Strategy (jle-referee-strategy)

When to trigger

  • The paper is near submission and you want to stress-test it against the referees it will draw
  • You need to decide which robustness/legal-design checks to run before submitting vs. hold in reserve
  • An R&R arrived and you must map referee concerns to concrete responses
  • You want to understand how JLE's single-blind process shapes strategy

How JLE review works (plan around it)

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.

The objection map (pre-empt in the paper)

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)

Strategy craft

  1. Get the institution right first. A law-and-economics referee will dismiss a paper that misstates how the rule works before reaching the econometrics; have an economist-readable, accurate institutions section.
  2. War-game the legal identification. For each identifying assumption, write the sentence a hostile referee would use; if you cannot answer it in one paragraph + one exhibit, fix it before submitting.
  3. Pre-empt, do not hide. Address the obvious weakness (the contaminated control, the few-states inference) head-on in the text.
  4. Sequence robustness. Decisive legal-design checks (re-dating, control-jurisdiction swaps) in the main paper; secondary ones in the appendix.
  5. Anticipate the cross-jurisdiction external-validity ask — almost guaranteed for a single-state or local design; have the estimand and scope ready.
  6. Make replicability visible so specification-search suspicion is defused.
  7. Signal institutional credibility. Because the modal referee knows the law, a careful primary-source institutions section (or genuine institutional expertise on the author team) signals you will not be caught mis-stating the rule — the fastest way to lose a law-and-economics referee.

What single-blind changes about strategy

Single-blind review is not a neutral detail — it shifts several decisions:

  • Your reputation enters the read. A junior author cannot hide behind anonymity, and a senior author cannot coast on it; the paper must stand on its identification regardless. Do not assume name recognition substitutes for a clean design.
  • Self-citation is honest, not masked. You can cite your own prior work normally (no "Author (2023)" contortions), which makes positioning cleaner — but it also means a referee sees exactly how this paper relates to your earlier ones, so the marginal contribution must be real.
  • Tone is visible and remembered. Because the editor and (often) the field know who you are, a defensive or sloppy submission carries a reputational cost a blinded one does not.
  • Suggested/excluded reviewers. If Editorial Manager invites reviewer suggestions, use them substantively — name people who know the institution, not just friendly economists.
Show full SKILL.md (337 more words)Show less

Checklist

  • Manuscript not anonymized (single-blind; title page names authors)
  • Institutions section accurate and economist-readable (who is bound, when, exemptions, enforcement)
  • Each identifying assumption has a hostile-referee sentence and a one-paragraph+one-exhibit answer
  • The biggest legal-design weakness addressed in the text, not hidden
  • Decisive robustness in the main paper; secondary checks in the appendix
  • Estimand + cross-jurisdiction scope stated to pre-empt the guaranteed ask
  • Replication package referenced; mechanism evidence distinguishes channels

The guaranteed asks to have ready

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.

Anti-patterns

  • Anonymizing the paper for a single-blind journal (wrong reflex; the title page should carry your name)
  • Misdescribing the legal rule and losing the referee before the econometrics
  • Ignoring the obvious design weakness and hoping no referee who knows the institution notices
  • Dumping every robustness check into the main text so the paper becomes unreadable
  • No estimand statement, guaranteeing a cross-jurisdiction external-validity round-trip
  • Treating the replication package as someone else's problem until acceptance

Worked vignette (illustrative)

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.

Output format

【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

Files

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

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Questions about Jle Referee Strategy

What does Jle Referee Strategy do?

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.

When should I use Jle Referee Strategy?

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.

How do I install Jle Referee Strategy in Claude Code?

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.

How do I install Jle Referee Strategy in Codex?

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.

Can I use Jle Referee Strategy 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 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.

What does Jle Referee Strategy need to run?

SKILL.md names no scripts, command-line tools or credentials: Jle Referee Strategy is instructions for the agent only.

Does Jle Referee Strategy 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 Jle Referee Strategy 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 Jle Referee Strategy use?

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.

How many tokens does Jle Referee Strategy use?

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.

What are the alternatives to Jle Referee Strategy?

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Who maintains Jle Referee Strategy?

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.