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A skill your agent uses when polishing Journal of Economic Growth (JEG) prose — abstract, introduction, model exposition, empirical-result and magnitude-translation paragraphs, APA author-year…
Install Jeg Writing Style
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeg-writing-style -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeg-writing-style --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-Economic-Growth-Skills/skills/jeg-writing-style .claude/skills/jeg-writing-style && 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 "jeg-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Growth-Skills/skills/jeg-writing-style into .claude/skills/jeg-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeg-writing-style", 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-Economic-Growth-Skills/skills/jeg-writing-styleType 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 jeg-writing-style -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeg-writing-style --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-Economic-Growth-Skills/skills/jeg-writing-style .agents/skills/jeg-writing-style && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jeg-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Growth-Skills/skills/jeg-writing-style into .agents/skills/jeg-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeg-writing-style", 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 jeg-writing-style -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeg-writing-style --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-Economic-Growth-Skills/skills/jeg-writing-style .cursor/skills/jeg-writing-style && 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 "jeg-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Growth-Skills/skills/jeg-writing-style into .cursor/skills/jeg-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeg-writing-style", 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-Economic-Growth-Skills/skills/jeg-writing-style--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 jeg-writing-style -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jeg-writing-style --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-Economic-Growth-Skills/skills/jeg-writing-style .gemini/skills/jeg-writing-style && 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 "jeg-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Growth-Skills/skills/jeg-writing-style into .gemini/skills/jeg-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeg-writing-style", 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 jeg-writing-styleInstalls 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 jeg-writing-style -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-Economic-Growth-Skills/skills/jeg-writing-style .github/skills/jeg-writing-style && 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 "jeg-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Growth-Skills/skills/jeg-writing-style into .github/skills/jeg-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeg-writing-style", 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 jeg-writing-style -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 jeg-writing-style --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-Economic-Growth-Skills/skills/jeg-writing-style .opencode/skills/jeg-writing-style && 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 "jeg-writing-style" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Growth-Skills/skills/jeg-writing-style into .opencode/skills/jeg-writing-style/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jeg-writing-style", 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.
Facts
- Skill name
jeg-writing-style- GitHub stars
- 1.2k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 564 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when polishing Journal of Economic Growth (JEG) prose — abstract, introduction, model exposition, empirical-result and magnitude-translation paragraphs, APA author-year…
- Polishing Journal of Economic Growth (JEG) prose — abstract
- SKILL.md covers When to trigger, Style principles, Abstract repair pattern and Mechanism-first introduction, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Model exposition
What it does
Jeg Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when polishing Journal of Economic Growth (JEG) prose — abstract, introduction, model exposition, empirical-result and magnitude-translation paragraphs, APA author-year references, keywords, JEL codes, and Springer Nature declarations for growth and comparative-development manuscripts.
Its SKILL.md is about 1.2k 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 Writing & Content, covering Brand voice and tone and Translation. 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
- Polishing Journal of Economic Growth (JEG) prose — abstract
- Model exposition
- Empirical-result and magnitude-translation paragraphs
- APA author-year references
Example prompts
- “/jeg-writing-style”
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
Jeg Writing Style loads about 1.2k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 564 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.
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). 564 words, ~1,207 tokens.
Download SKILL.mdSave it as
.claude/skills/jeg-writing-style/SKILL.md (or your agent's skills folder).- name
- jeg-writing-style
- description
- Use when polishing Journal of Economic Growth (JEG) prose — abstract, introduction, model exposition, empirical-result and magnitude-translation paragraphs, APA author-year references, keywords, JEL codes, and Springer Nature declarations for growth and comparative-development manuscripts.
Writing Style (jeg-writing-style)
When to trigger
- The paper is technically complete but the growth contribution is not legible
- Abstract, introduction, or model section needs JEG-specific tightening
- Springer metadata, APA references, declarations, or keywords need final polish
Style principles
- Lead with the growth question and mechanism.
- State whether the paper is theoretical, empirical, or mixed.
- Translate estimates or model results into growth economics: convergence, long-run income, productivity, fertility, human capital, technology, institutions.
- Keep claims bounded to the sample, model, and identifying assumptions.
- Use author-year citations with an APA 7 style reference list.
Abstract repair pattern
Use this order:
Question -> growth mechanism -> method/data/model -> headline result -> scope/implication.Avoid abstracts that lead with "we develop a model" or "we use a panel" without naming the growth mechanism. For JEG, method is persuasive only after the growth question is clear.
Mechanism-first introduction
The first two pages should answer:
- What growth fact or dynamic pattern is hard to explain?
- Which mechanism is proposed: human capital, fertility, technology, institutions, finance, migration, inequality, political economy, structural transformation, or another channel?
- Why does the model, data, or calibration isolate that mechanism rather than merely document an association?
- What changes in our understanding of long-run growth or development?
Move institutional background, data details, and calibration minutiae after this chain is visible. JEG readers need the growth mechanism before they need the technical inventory.
Magnitude translation rules
JEG prose converts coefficients into growth language; a raw beta is a draft, not a result:
- Long-run level effects: give log points and the implied ratio ("0.14 log points, roughly a 15% income gap").
- Growth-rate effects: annualize and compound ("0.3 percentage points of annual growth compounds to about 35% higher income over a century" — illustrative arithmetic).
- Convergence results: translate the coefficient into the half-life of the income gap.
- Calibration output: state the share of an observed gap or transition the mechanism accounts for, with the untargeted-moment fit reported alongside.
- Fertility and demographic results: express effects in children per woman and transition-timing years, then connect them to income per capita through the model's quantity-quality margin.
Show full SKILL.md (231 more words)Show less
Worked vignette — rewriting a persistence-results paragraph
Before (illustrative): "The coefficient on historical literacy is 0.21 and significant at the 1% level across all specifications."
After: "Districts one standard deviation above the mean in 1880 literacy have roughly 21% higher GDP per capita today (Conley SE, 250 km). Through the lens of the model, about half of this gap reflects intergenerational human-capital transmission; the remainder loads on the institutional channel examined in Section 6. Taken at face value, historical literacy differences account for an illustrative one-fifth of present-day interdistrict income dispersion."
The rewrite names the unit, the spatial inference, the mechanism split, and the aggregate stake — the four things a growth specialist scans a results paragraph for.
Section architecture in accepted articles (hedged)
- Comparative-development empirics commonly run: introduction → historical background → data → empirical strategy → results → mechanisms → often a model rationalizing the findings → conclusion.
- Theory papers commonly run: introduction → model → equilibrium and dynamics → comparative statics or calibration → empirical or historical corroboration → conclusion.
- In both modes a long online appendix is the norm while the main text stays mechanism-first; treat these orderings as priors from recent issues and verify formatting specifics against the journal's current author guidelines.
Submission-sensitive details
- Abstract should be 150-250 words.
- Provide 4-6 keywords and JEL classification codes.
- Include Statements/Declarations where required by Springer.
- LLMs cannot be authors; disclose LLM use if applicable.
- Use editable LaTeX source or Word files.
Output format
[Section] abstract / intro / model / empirics / conclusion
[Growth mechanism] ...
[Main edit] ...
[Metadata/declarations] ...
[Next step] jeg-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-Economic-Growth-Skills/skills/jeg-writing-style of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jeg Writing Style 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 |
|---|---|---|---|---|---|---|
| Jeg Writing Style this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Translatorholaboss-ai/holaOS | 11k | — | ~617 | Automated safety check: Pass | Custom licence | |
| Writers Loophashgraph-online/awesome-codex-plugins | 1.3k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Multilingual Scoreindranilbanerjee/digital-marketing-pro | 862 | 1 repos | ~3k | Automated safety check: Pass | MIT | |
| Personal Chinese Writing Stylesugarforever/01coder-agent-skills | 137 | — | ~744 | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT |
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Questions about Jeg Writing Style
What does Jeg Writing Style do?
A skill your agent uses when polishing Journal of Economic Growth (JEG) prose — abstract, introduction, model exposition, empirical-result and magnitude-translation paragraphs, APA author-year…. Jeg Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when polishing Journal of Economic Growth (JEG) prose — abstract, introduction, model exposition, empirical-result and magnitude-translation paragraphs, APA author-year references, keywords, JEL codes, and Springer Nature declarations for growth and comparative-development manuscripts.
When should I use Jeg Writing Style?
Jeg Writing Style fits situations like: polishing Journal of Economic Growth (JEG) prose — abstract; model exposition; empirical-result and magnitude-translation paragraphs; APA author-year references.
How do I install Jeg Writing Style in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeg-writing-style -a claude-code`. Or copy the skill folder (Journal-of-Economic-Growth-Skills/skills/jeg-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jeg-writing-style in your project. Claude Code loads it when a task matches its description.
How do I install Jeg Writing Style in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jeg-writing-style -a codex`. Or copy the skill folder (Journal-of-Economic-Growth-Skills/skills/jeg-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jeg-writing-style in your project. Codex loads it when a task matches its description.
Can I use Jeg Writing Style 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 jeg-writing-style -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jeg-writing-style, .gemini/skills/jeg-writing-style, .github/skills/jeg-writing-style and .opencode/skills/jeg-writing-style in your project.
What does Jeg Writing Style need to run?
SKILL.md names no scripts, command-line tools or credentials: Jeg Writing Style is instructions for the agent only.
Does Jeg Writing Style 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 Jeg Writing Style 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 Jeg Writing Style use?
Jeg Writing Style 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 Jeg Writing Style use?
About 1.2k tokens (SKILL.md is roughly 4.8k 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 Jeg Writing Style?
Skills that share tags, products or a category with Jeg Writing Style: Translator (holaboss-ai/holaOS, 11k stars), Writers Loop (hashgraph-online/awesome-codex-plugins, 1.3k stars), Multilingual Score (indranilbanerjee/digital-marketing-pro, 862 stars) and Personal Chinese Writing Style (sugarforever/01coder-agent-skills, 137 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jeg Writing Style?
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.