Agent skill

Expecon Referee Strategy

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when anticipating the experimentalist referee's objections for an Experimental Economics (ExpEcon) manuscript before submission.

MITAuto-check passedResearch & Science

Install Expecon Referee Strategy

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills expecon-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/Experimental-Economics-Skills/skills/expecon-referee-strategy .claude/skills/expecon-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
expecon-referee-strategy
GitHub stars
1.2k
Token cost
~2.2k tokens
SKILL.md length
1,171 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 experimentalist referee's objections for an Experimental Economics (ExpEcon) manuscript before submission.

  • Works in 7 steps: "This is deception / the incentives… → "It's underpowered / the unit of… → "A confound, not the mechanism."… → …
  • Anticipating the experimentalist referees objections for an Experimental Economics (ExpEcon) manuscript before submission
  • SKILL.md covers When to trigger, Who reviews you here, and what…, The standard pushbacks, ranked… and Turning anticipated objections…, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Expecon Referee Strategy is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when anticipating the experimentalist referee's objections for an Experimental Economics (ExpEcon) manuscript before submission. Pre-empts the standard pushbacks; it does not draft the response letter (see expecon-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.

When your agent uses it

  • Anticipating the experimentalist referees objections for an Experimental Economics (ExpEcon) manuscript before submission
  • Tasks that involve Peer review

Example prompts

  • “/expecon-referee-strategy”

Workflow steps

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

  1. "This is deception / the incentives aren't real." Lethal and binary. If any procedure could be read as deceptive, name it explicitly and…
  2. "It's underpowered / the unit of inference is wrong." The most common substantive rejection. Pre-empt with a power/MDE statement at the…
  3. "A confound, not the mechanism." Referees hunt for the alternative explanation: comprehension differences, session effects…
  4. "The treatment contrast is impure." If a treatment changes more than one thing, a referee will say the effect is unattributable. Show the…
  5. "The behavioral models aren't actually distinguished." If rival accounts predict the same data, the experiment is undiscriminating. Show…
  6. "Not reproducible / instructions missing." Have the instructions and z-Tree/oTree code ready at submission; referees check them for…
  7. "Why here and not JEBO/GEB?" If a referee thinks the contribution is topical (JEBO) or theoretical (GEB), they may recommend transfer…

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

Expecon Referee Strategy loads about 2.2k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 1,171 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

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). 1,171 words, ~2,199 tokens.

Download SKILL.mdSave it as .claude/skills/expecon-referee-strategy/SKILL.md (or your agent's skills folder).
name
expecon-referee-strategy
description
Use when anticipating the experimentalist referee's objections for an Experimental Economics (ExpEcon) manuscript before submission. Pre-empts the standard pushbacks; it does not draft the response letter (see expecon-rebuttal).

Referee Strategy (expecon-referee-strategy)

When to trigger

  • The paper is analytically done and you want to pre-empt the objections an ExpEcon referee will raise
  • You suspect a specific weak point (a borderline procedure, modest power, a confound) and want to disarm it before submission
  • You need to decide what to add now vs. defend in the letter later
  • You want to read the draft the way two editors and two anonymous referees will

Who reviews you here, and what they look for

Experimental Economics uses anonymous (double-blind) refereeing, and accepted papers need the approval of two editors (检索于 2026-06;以官网为准). Your referees are practicing experimentalists. They are unimpressed by topical novelty and intensely focused on design integrity. They read in a predictable order: gates first, then the contrast, then inference, then reproducibility. Pre-empt each.

The standard pushbacks, ranked by lethality

  1. "This is deception / the incentives aren't real." Lethal and binary. If any procedure could be read as deceptive, name it explicitly and explain why it is not deception under the ESA definition (withholding ≠ misstating). Confirm every elicitation is incentive-compatible and report realized payments. Do not leave the referee to wonder.
  2. "It's underpowered / the unit of inference is wrong." The most common substantive rejection. Pre-empt with a power/MDE statement at the session/matching-group level and group-level inference. A precise null beats a noisy positive.
  3. "A confound, not the mechanism." Referees hunt for the alternative explanation: comprehension differences, session effects, order/learning, demand effects, experimenter effects. For each plausible alternative, show the design rules it out or report the test that does.
  4. "The treatment contrast is impure." If a treatment changes more than one thing, a referee will say the effect is unattributable. Show the minimal-pair logic, or add the control treatment that isolates the dimension.
  5. "The behavioral models aren't actually distinguished." If rival accounts predict the same data, the experiment is undiscriminating. Show where predictions diverge and that your design sits on that divergence.
  6. "Not reproducible / instructions missing." Have the instructions and z-Tree/oTree code ready at submission; referees check them for deception and comprehension.
  7. "Why here and not JEBO/GEB?" If a referee thinks the contribution is topical (JEBO) or theoretical (GEB), they may recommend transfer. Make the methods contribution explicit.

Turning anticipated objections into pre-emptive moves

  • For each top objection, decide: fix now (add a treatment/analysis), disclose and bound (report the limit honestly with the test), or defend in text (a paragraph that pre-rebuts). Build a small internal table before submitting.
  • Add a short "threats to validity" or "robustness" subsection that names the alternatives and the test for each — referees reward authors who do their job for them.
  • Suggesting appropriate (non-conflicted) referees and clearly framing the methods contribution in the cover letter can shape who reviews and how.

A pre-submission self-review pass

Read your own draft in the referee's order and answer out loud:

  1. Gates — Could any sentence in Procedures be read as deception? Are all incentives real and incentive-compatible? Is this stated explicitly?
  2. Power — What is the MDE at the group level, and did the study have power to detect it? Would a referee call the n of groups (not subjects) thin?
  3. Confounds — List every alternative explanation a smart experimentalist would propose; for each, is there a design feature or test that kills it?
  4. Purity — Does each treatment manipulate exactly one thing?
  5. Discrimination — Do my contrasts actually separate the competing models, or do they all predict the same pattern?
  6. Repro — If a referee opened the appendix right now, are the instructions and code there and legible?

If any answer is weak, that is the item to fix or pre-empt before the desk editor ever sends it out.

The demand-effect and experimenter-effect family

Beyond the headline gates, experimentalist referees reliably probe a cluster of subtle validity threats — treat them as first-order, not nitpicks:

  • Demand effects — did the design telegraph the hypothesis? Pre-empt with neutral framing, a post-experiment guess question, and (if needed) an obfuscated cover task.
  • Experimenter effects — could the experimenter's presence or scripting bias responses? Use standardized on-screen instructions and double-blind payment where social-image is at stake.
  • Order/learning effects — counterbalance and test, or justify a between-subject design.
  • Selection into the lab — acknowledge the recruited pool and what it does and does not represent.
  • House money / wealth effects — pay one random round; do not let accumulated earnings contaminate later choices.

For each, the winning move is the same: name the threat in a short validity subsection and show the design feature or test that addresses it, so the referee sees you raised it first.

Show full SKILL.md (409 more words)Show less

Worked vignette (illustrative)

An auction experiment expects the "your stakes are hypothetical in the practice rounds" line to pass unnoticed. A self-review flags it as an incentive-compatibility gap a referee will pounce on. The pre-emptive move: state clearly that only practice rounds were unpaid, that all decision rounds were paid via one-randomly-selected-round, and report the realized average payment — turning a likely first-round objection into a non-issue before it is raised.

Shaping the cover letter and reviewer pool

Under double-blind review you cannot influence the referees' identities, but you can influence who the editors think should review it and how they frame the contribution. A cover letter that names the methods advance in one crisp sentence steers the paper toward experimentalist referees rather than topical ones. Suggesting two or three non-conflicted experts who know the procedure you use (not just the topic) helps the editors route the paper to readers who can evaluate the design on its merits — and who are less likely to mistake a methods paper for a JEBO-style topic paper.

Checklist

  • The no-deception and incentive-compatibility defenses are explicit in the text, not implicit
  • Power/MDE and group-level inference pre-empt the "underpowered/wrong unit" objection
  • Each plausible confound (comprehension, session, order, demand, experimenter) has a design answer or a test
  • The minimal-pair purity of each contrast is shown
  • Rival behavioral models are shown to be distinguished by the design
  • Instructions + experiment code ready for referees at submission
  • The methods contribution is explicit enough to resist a "transfer to JEBO/GEB" suggestion

Anti-patterns

  • Hoping a borderline procedure goes unnoticed instead of pre-empting the deception question
  • A robustness section that lists checks but never names the alternative explanation each addresses
  • Ignoring the unit-of-inference objection that nearly every experimentalist referee raises
  • Leaving the methods contribution implicit, inviting a transfer recommendation
  • Treating referee suggestions of demand effects as nitpicks rather than first-order threats

What the desk editor screens before referees ever see it

Two editors stand between you and acceptance, and a desk screen comes first. The fastest desk rejects at this journal are: a deception procedure; non-incentivized choices; missing instructions; and an obvious method mismatch (a topic paper that should be at JEBO, or a short note that should be at JESA). None of these are about quality — they are about fit and gates. Clear all four in the first read of your own draft, because no amount of clever analysis survives a procedure the editor reads as deceptive on page 6.

Output format

text
【Journal】Experimental Economics (ESA method flagship)
【Skill】expecon-referee-strategy
【Verdict】ready / pre-empt-first
【Top objections】ranked (gates → power/unit → confound → purity → models → repro)
【Per objection】fix-now / disclose-and-bound / defend-in-text
【Threats subsection】present and names each alternative + test? [Y/N]
【Methods contribution】explicit enough to resist transfer? [Y/N]
【Next skill】expecon-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 Experimental-Economics-Skills/skills/expecon-referee-strategy of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Expecon Referee Strategy

What does Expecon Referee Strategy do?

A skill your agent uses when anticipating the experimentalist referee's objections for an Experimental Economics (ExpEcon) manuscript before submission. Expecon Referee Strategy is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when anticipating the experimentalist referee's objections for an Experimental Economics (ExpEcon) manuscript before submission.

When should I use Expecon Referee Strategy?

Expecon Referee Strategy fits situations like: anticipating the experimentalist referees objections for an Experimental Economics (ExpEcon) manuscript before submission; tasks that involve Peer review.

How do I install Expecon Referee Strategy in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill expecon-referee-strategy -a claude-code`. Or copy the skill folder (Experimental-Economics-Skills/skills/expecon-referee-strategy in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/expecon-referee-strategy in your project. Claude Code loads it when a task matches its description.

How do I install Expecon Referee Strategy in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill expecon-referee-strategy -a codex`. Or copy the skill folder (Experimental-Economics-Skills/skills/expecon-referee-strategy in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/expecon-referee-strategy in your project. Codex loads it when a task matches its description.

Can I use Expecon 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 expecon-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/expecon-referee-strategy, .gemini/skills/expecon-referee-strategy, .github/skills/expecon-referee-strategy and .opencode/skills/expecon-referee-strategy in your project.

What does Expecon Referee Strategy need to run?

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

Does Expecon 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 Expecon 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 Expecon Referee Strategy use?

Expecon 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 Expecon Referee Strategy use?

About 2.2k tokens (SKILL.md is roughly 8.8k 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 Expecon Referee Strategy?

Skills that share tags, products or a category with Expecon 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.

Who maintains Expecon 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.