A skill your agent uses when an IMF Economic Review (IMFER) manuscript's prose must land for its dual academic/policy audience — a tight intro, an italicized abstract with JEL codes, Chicago style…

MITAuto-check passedWriting & Content

Install Imfer Writing Style

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-writing-style -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-writing-style --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/IMF-Economic-Review-Skills/skills/imfer-writing-style .claude/skills/imfer-writing-style && 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
imfer-writing-style
GitHub stars
1.2k
Token cost
~1.8k tokens
SKILL.md length
961 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when an IMF Economic Review (IMFER) manuscript's prose must land for its dual academic/policy audience — a tight intro, an italicized abstract with JEL codes, Chicago style…

  • Works in 6 steps: Hook with the policy-relevant puzzle —… → State the question and the answer in the… → Name the data and the identification in… → …
  • An IMF Economic Review (IMFER) manuscripts prose must land for its dual academic/policy audience — a tight intro
  • SKILL.md covers When to trigger, Writing for IMFER's two readers, Checklist and Anti-patterns, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Imfer Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when an IMF Economic Review (IMFER) manuscript's prose must land for its dual academic/policy audience — a tight intro, an italicized abstract with JEL codes, Chicago style, and a clear policy "so what." Sharpens the writing; it does not build the exhibits (imfer-tables-figures) or run the submission preflight (imfer-submission).

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 Writing & Content, covering Brand voice and tone. 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

  • An IMF Economic Review (IMFER) manuscripts prose must land for its dual academic/policy audience — a tight intro
  • An italicized abstract with JEL codes
  • A clear policy so what. Sharpens the writing
  • It does not build the exhibits (imfer-tables-figures)

Example prompts

  • “so what.”
  • “/imfer-writing-style”

Workflow steps

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

  1. Hook with the policy-relevant puzzle — the international-macro tension a policymaker recognizes.
  2. State the question and the answer in the first page; do not make the reader wait for Section 5.
  3. Name the data and the identification in one or two sentences — credibility up front.
  4. State the contribution as a delta over the closest work (incl. sibling journals).
  5. Deliver the policy "so what" — what the finding implies for a CFM, a debt strategy, an intervention rule.
  6. Roadmap briefly. Keep the literature placed, not surveyed.

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

Imfer Writing Style loads about 1.8k tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 961 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~89
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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). 961 words, ~1,823 tokens.

Download SKILL.mdSave it as .claude/skills/imfer-writing-style/SKILL.md (or your agent's skills folder).
name
imfer-writing-style
description
Use when an IMF Economic Review (IMFER) manuscript's prose must land for its dual academic/policy audience — a tight intro, an italicized abstract with JEL codes, Chicago style, and a clear policy "so what." Sharpens the writing; it does not build the exhibits (imfer-tables-figures) or run the submission preflight (imfer-submission).

Writing Style (imfer-writing-style)

When to trigger

  • The introduction buries the result and the policy implication under a long literature tour
  • The abstract reads like a methods note and a policy reader cannot extract the takeaway
  • The paper is rigorous but a mission economist could not tell what to do with it
  • You are unsure of IMFER house conventions (italicized abstract, JEL codes, Chicago style, American spelling)
  • The prose drifts toward JIE-style technical density with no policy register
  • Country names, acronyms, and currency conventions are used inconsistently across the paper

Writing for IMFER's two readers

Every IMFER paper is read by a frontier referee and a policy reader. The prose must satisfy both without talking down to either: the academic claim must be precise and the policy "so what" must be explicit and early. The house conventions reinforce a clean, readable register — the abstract is italicized and followed by JEL codes, style follows the Chicago Manual of Style with American spelling, and author biographies (≤80 words each) and contact details go in a separate file for double-blind review (检索于 2026-06;以官网为准). Write so the result and its implication survive a skim.

The introduction (IMFER recipe)
  1. Hook with the policy-relevant puzzle — the international-macro tension a policymaker recognizes.
  2. State the question and the answer in the first page; do not make the reader wait for Section 5.
  3. Name the data and the identification in one or two sentences — credibility up front.
  4. State the contribution as a delta over the closest work (incl. sibling journals).
  5. Deliver the policy "so what" — what the finding implies for a CFM, a debt strategy, an intervention rule.
  6. Roadmap briefly. Keep the literature placed, not surveyed.
The abstract

Italicized, compact, and self-contained: question, data/design, headline magnitude (in policy units), and the policy implication. Follow with JEL codes. A policy reader should get the takeaway from the abstract alone.

Register
  • Active, concrete, quantitative — "a US tightening cuts EM inflows by 0.8% of GDP," not "has a significant effect."
  • Translate every key result into a magnitude a policymaker would quote.
  • Avoid hedging that erases the implication; state scope and uncertainty instead.
  • Define acronyms once; an international-macro reader knows CFM and DSA, but spell out the first use.
  • Use consistent country naming and grouping (advanced economies / emerging markets / low-income countries) and one currency convention throughout — sloppiness here signals careless data work to the referee.
Writing the policy "so what" without overreaching

The hardest sentence in an IMFER paper is the policy implication: too timid and the policy referee sees no contribution, too bold and the academic referee sees overreach. The discipline is to state the implication at the magnitude and in the regime the evidence supports, with the conditionality explicit. "Our estimates imply a capital-flow measure of about 2% would offset roughly half of the inflow surge, for economies with the FX exposure of our sample" is defensible; "capital controls are optimal" is not. Write the implication as a quantified, scoped statement a mission economist could act on and a referee could not call inflated.

Checklist

  • Intro states question and answer on the first page; result not buried
  • Data and identification named early; credibility established before the literature tour
  • Contribution stated as a delta over the closest work
  • Policy "so what" explicit in the intro and the abstract, not bolted on at the end
  • Abstract italicized, compact, with a policy-unit magnitude; JEL codes present
  • Chicago style, American spelling; acronyms (CFM, DSA, GFC) defined on first use
  • Author bios (≤80 words) and contact details in a separate file (double-blind)
  • Headline results stated as magnitudes, not "significant effects"
Show full SKILL.md (362 more words)Show less
The one-paragraph contribution test

After the intro is drafted, extract the single paragraph that states what the paper does and what it finds, and read it cold. A policy reader should learn the question, the answer in policy units, and the implication; an academic reader should learn the data, the identification, and the delta over prior work. If that paragraph cannot carry both readers on its own, the intro is not yet doing its job — and at IMFER, that paragraph is what the editor reads first when deciding whether to desk-reject.

Anti-patterns

  • An introduction that surveys the literature for two pages before stating the result
  • An abstract that names methods but never the policy takeaway
  • "Has a statistically significant effect" with no magnitude in policy units
  • Hedging that buries the implication a policymaker needs
  • British spelling / non-Chicago citations against house style
  • Author-identifying traces in the main file (breaks double-blind)
  • Jargon density that loses the policy reader, or oversimplification that loses the referee
  • Inconsistent country naming/grouping or mixed currency conventions across sections
  • A contribution paragraph that carries only one of the two readers

Worked vignette (illustrative)

A first-draft intro opens: "The international transmission of monetary policy has been extensively studied (citations across two pages)..." The IMFER rewrite opens with the puzzle a policymaker feels — "When the Fed tightens, capital drains from emerging markets, but by how much, and can a capital-flow measure cushion it?" — then states the answer (a 0.8%-of-GDP outflow per 100bp, halved where macroprudential limits bind), names the high-frequency identification in one sentence, states the delta over the closest paper, and closes the first page with the implication for CFM design. The abstract mirrors this in italics, ends with JEL codes, and a policy reader gets the whole story without turning the page.

Referee pushback mapped to the writing fix

  • "I had to read to Section 5 to find the result." → Move the question and answer to the first page; demote the literature tour.
  • "What is the policy takeaway?" → Put the policy "so what" in the intro and the abstract, in policy units.
  • "The abstract is all methods." → Rewrite it as question → design → magnitude → implication, italicized, with JEL codes.

Output format

text
【Journal】IMF Economic Review
【Skill】imfer-writing-style
【Intro】question + answer on page 1? [Y/N]
【Identification up front】data + design named early? [Y/N]
【Policy "so what"】stated in intro + abstract? [Y/N]
【Abstract】italicized + magnitude + JEL codes? [Y/N]
【House style】Chicago + American spelling; acronyms defined? [Y/N]
【Double-blind】bios/contacts in separate file; main file anonymized? [Y/N]
【Next skill】imfer-replication-package

© 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 IMF-Economic-Review-Skills/skills/imfer-writing-style of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Imfer Writing Style

What does Imfer Writing Style do?

A skill your agent uses when an IMF Economic Review (IMFER) manuscript's prose must land for its dual academic/policy audience — a tight intro, an italicized abstract with JEL codes, Chicago style…. Imfer Writing Style is an agent skill from brycewang-stanford/Awesome-Journal-Skills." Sharpens the writing; it does not build the exhibits (imfer-tables-figures) or run the submission preflight (imfer-submission).

When should I use Imfer Writing Style?

Imfer Writing Style fits situations like: an IMF Economic Review (IMFER) manuscripts prose must land for its dual academic/policy audience — a tight intro; an italicized abstract with JEL codes; A clear policy so what. Sharpens the writing; it does not build the exhibits (imfer-tables-figures).

How do I install Imfer Writing Style in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-writing-style -a claude-code`. Or copy the skill folder (IMF-Economic-Review-Skills/skills/imfer-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/imfer-writing-style in your project. Claude Code loads it when a task matches its description.

How do I install Imfer Writing Style in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-writing-style -a codex`. Or copy the skill folder (IMF-Economic-Review-Skills/skills/imfer-writing-style in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/imfer-writing-style in your project. Codex loads it when a task matches its description.

Can I use Imfer 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 imfer-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/imfer-writing-style, .gemini/skills/imfer-writing-style, .github/skills/imfer-writing-style and .opencode/skills/imfer-writing-style in your project.

What does Imfer Writing Style need to run?

SKILL.md names no scripts, command-line tools or credentials: Imfer Writing Style is instructions for the agent only.

Does Imfer 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 Imfer 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 Imfer Writing Style use?

Imfer 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 Imfer Writing Style use?

About 1.8k tokens (SKILL.md is roughly 7.3k 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 Imfer Writing Style?

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Who maintains Imfer 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.