Clean Data
Aperivue/medsci-skills
A skill your agent uses when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers, duplicates, type mismatches).
A skill your agent uses when anticipating referee and editor objections before submitting to The World Bank Economic Review (WBER) — pre-empting the predictable development-economics pushbacks…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill wber-referee-strategy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wber-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/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy .claude/skills/wber-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 "wber-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy into .claude/skills/wber-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wber-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/World-Bank-Economic-Review-Skills/skills/wber-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 wber-referee-strategy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wber-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/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy .agents/skills/wber-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 "wber-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy into .agents/skills/wber-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wber-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 wber-referee-strategy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wber-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/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy .cursor/skills/wber-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 "wber-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy into .cursor/skills/wber-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wber-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 World-Bank-Economic-Review-Skills/skills/wber-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 wber-referee-strategy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills wber-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/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy .gemini/skills/wber-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 "wber-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy into .gemini/skills/wber-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wber-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 wber-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 wber-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/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy .github/skills/wber-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 "wber-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy into .github/skills/wber-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wber-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 wber-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 wber-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/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy .opencode/skills/wber-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 "wber-referee-strategy" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/World-Bank-Economic-Review-Skills/skills/wber-referee-strategy into .opencode/skills/wber-referee-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wber-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.
wber-referee-strategyA skill your agent uses when anticipating referee and editor objections before submitting to The World Bank Economic Review (WBER) — pre-empting the predictable development-economics pushbacks…
Wber Referee Strategy is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when anticipating referee and editor objections before submitting to The World Bank Economic Review (WBER) — pre-empting the predictable development-economics pushbacks (external validity, identification, data quality, policy relevance) and writing the cover letter. Plans defenses; it does not run new analysis.
Its SKILL.md is about 1.8k 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 Business, Finance & HR, covering Resume and CV writing, Peer review and Data cleaning. 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.
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.
Wber Referee Strategy loads about 1.8k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 875 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). 875 words, ~1,776 tokens.
.claude/skills/wber-referee-strategy/SKILL.md (or your agent's skills folder).WBER's review is single-anonymized (referees are anonymous; your name is on the title page), and editors (Eric Edmonds and Nina Pavcnik, Dartmouth, 检索于 2026-06;以官网为准) draw on a development-economics referee pool that overlaps heavily with JDE, AEJ: Applied, and the AEA journals. Expect two referee archetypes and write for both:
A paper that satisfies only one archetype is the canonical WBER R&R-or-reject. Pre-empt both.
| Likely objection | Pre-emption to build in before submitting |
|---|---|
| "This is a project report, not general-interest" | Frame around a transferable mechanism; state external validity explicitly (wber-topic-selection, wber-identification) |
| "Identification rests on an untested assumption" | Show the diagnostic that could have failed; report design-specific sensitivity (wber-identification, wber-robustness) |
| "Developing-country data quality is suspect" | Measurement-error and coverage checks against an alternative source (wber-robustness) |
| "The LATE won't survive scale-up" | Discuss complier-vs-population, GE channels, fiscal cost (wber-identification) |
| "Why WBER and not JDE / World Development?" | One intro sentence on the policy-audience contribution (wber-literature-positioning) |
| "Not reproducible" | Have the data/code package and DOI-linked DAS ready (wber-replication-package) |
Not every check belongs in the submitted paper. Decide deliberately:
The judgment call: anything a competent referee would certainly ask goes in the paper; anything they might ask is held, code-ready, for the response letter.
Because WBER review is single-anonymized, referees can see who you are — so the usual double-blind tricks do not apply and can backfire. Do not over-cite yourself to signal authority; do not strip your own relevant prior work to feign novelty (a referee who knows your record will notice). Cite your prior work where it is genuinely the right reference, in the third person, and let the contribution stand on the new result. Treat the referees as informed colleagues who may well know your earlier papers better than you expect.
Before submitting an RD evaluation of a subsidy, the authors war-game two reports. The identification referee will challenge manipulation at the eligibility score; they pre-load a Cattaneo–Jansson–Ma density test and a donut check. The policy referee will ask whether a local-at-cutoff effect justifies a national change; they add a paragraph on the complier population and a back-of-envelope fiscal cost at scale. The cover letter opens: "Governments spend billions on means-tested subsidies but lack credible estimates of marginal effects; using [country]'s eligibility threshold we estimate a 5pp enrollment gain at $90 per enrollee." Both archetypes are answered before review begins.
【Identification referee】top objection + pre-emption in paper
【Policy referee】top objection + pre-emption in paper
【External validity / cost】in the paper? [Y/N]
【Why-WBER sentence】in intro AND cover letter? [Y/N]
【Package readiness】data/code + DOI DAS ready? [Y/N]
【Cover letter】names policy decision + magnitude in opening? [Y/N]
【Next step】wber-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 World-Bank-Economic-Review-Skills/skills/wber-referee-strategy of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Wber 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 |
|---|---|---|---|---|---|---|
| Wber Referee Strategy this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Clean DataAperivue/medsci-skills | 333 | — | ~2k | Automated safety check: Pass | MIT | |
| Authoritative Data Harvesteryushui2022/MathModel-Skill | 454 | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Research Data Feasibility and Leakage ChecksLight0305/Light-skills | 640 | — | ~4.9k | Automated safety check: Pass | MIT | |
| ReviseAperivue/medsci-skills | 333 | — | ~6.7k | Automated safety check: Pass | MIT | |
| Submission Guidebrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~3.6k | Automated safety check: Pass | Custom licence |
Aperivue/medsci-skills
A skill your agent uses when a clinical CSV/Excel dataset needs profiling and cleaning before analysis (missing values, outliers, duplicates, type mismatches).
yushui2022/MathModel-Skill
Finds authoritative public data sources for modeling tasks, prefers official APIs and bulk downloads, and outputs a reproducible fetch and cleaning plan with citations.
Light0305/Light-skills
Finds usable public datasets, judges whether the data can support a research idea, and checks train and test splits for leakage before results are trusted.
Aperivue/medsci-skills
A skill your agent uses when a manuscript comes back with reviewer or editor comments.
brycewang-stanford/Auto-Empirical-Research-Skills
This skill covers academic journal submission, referee responses, and revision management.
aipoch/medical-research-skills
Use medical cv resume builder for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
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…
A skill your agent uses when anticipating referee and editor objections before submitting to The World Bank Economic Review (WBER) — pre-empting the predictable development-economics pushbacks…. Wber Referee Strategy is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when anticipating referee and editor objections before submitting to The World Bank Economic Review (WBER) — pre-empting the predictable development-economics pushbacks (external validity, identification, data quality, policy relevance) and writing the cover letter.
Wber Referee Strategy fits situations like: policy relevance) and writing the cover letter; tasks that involve Resume and CV writing; tasks that involve Peer review.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill wber-referee-strategy -a claude-code`. Or copy the skill folder (World-Bank-Economic-Review-Skills/skills/wber-referee-strategy in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/wber-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 wber-referee-strategy -a codex`. Or copy the skill folder (World-Bank-Economic-Review-Skills/skills/wber-referee-strategy in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/wber-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 wber-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/wber-referee-strategy, .gemini/skills/wber-referee-strategy, .github/skills/wber-referee-strategy and .opencode/skills/wber-referee-strategy in your project.
SKILL.md names no scripts, command-line tools or credentials: Wber 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.
Wber 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 1.8k tokens (SKILL.md is roughly 7.1k 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 Wber Referee Strategy: Clean Data (Aperivue/medsci-skills, 333 stars), Authoritative Data Harvester (yushui2022/MathModel-Skill, 454 stars), Research Data Feasibility and Leakage Checks (Light0305/Light-skills, 640 stars) and Revise (Aperivue/medsci-skills, 333 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.