A skill your agent uses when deciding whether a question is right for an IMF Economic Review (IMFER) manuscript — international macro-finance with genuine policy relevance and an IMF-program or…

MITAuto-check passedMarketing & SEO

Install Imfer Topic Selection

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-topic-selection --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-topic-selection .claude/skills/imfer-topic-selection && 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-topic-selection
GitHub stars
1.2k
Token cost
~2.1k tokens
SKILL.md length
1,052 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when deciding whether a question is right for an IMF Economic Review (IMFER) manuscript — international macro-finance with genuine policy relevance and an IMF-program or…

  • Works in 5 steps: State the question in one sentence and… → Name the international margin. If… → Identify the audience split. Who is the… → …
  • Global-institution audience
  • SKILL.md covers When to trigger, What IMFER actually wants, The fit test (run before… and Checklist, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Imfer Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a question is right for an IMF Economic Review (IMFER) manuscript — international macro-finance with genuine policy relevance and an IMF-program or global-institution audience. Tests fit and scope; it does not run the identification (imfer-identification) or stake the contribution (imfer-literature-positioning).

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 Marketing & SEO. 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

  • Global-institution audience

Example prompts

  • “/imfer-topic-selection”

Workflow steps

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

  1. State the question in one sentence and name the policy decision it informs (a capital-control choice, a debt-restructuring design, an…
  2. Name the international margin. If nothing crosses a border — flows, prices, spillovers, contagion — IMFER is probably the wrong journal.
  3. Identify the audience split. Who is the academic referee, and who is the policy reader? If you cannot name a plausible IMF/central-bank…
  4. Check the country scope. A single-country study needs a general lesson; a panel needs a sample whose composition you can defend (see…
  5. Sibling guard. Write one sentence on why this is IMFER and not JIE/JIMF/JMCB — and keep it honest.

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 Topic Selection loads about 2.1k tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 1,052 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~90
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). 1,052 words, ~2,070 tokens.

Download SKILL.mdSave it as .claude/skills/imfer-topic-selection/SKILL.md (or your agent's skills folder).
name
imfer-topic-selection
description
Use when deciding whether a question is right for an IMF Economic Review (IMFER) manuscript — international macro-finance with genuine policy relevance and an IMF-program or global-institution audience. Tests fit and scope; it does not run the identification (imfer-identification) or stake the contribution (imfer-literature-positioning).

Topic Selection (imfer-topic-selection)

When to trigger

  • You have a question but are unsure it clears IMFER's international-macro-with-policy-relevance bar
  • The paper could plausibly go to JIE, JIMF, JMCB, AEJ: Macro, or Economic Policy and you must decide
  • A reduced-form estimate is clean but you cannot name the policy "so what" the IMF audience needs
  • You were invited to the Jacques Polak ARC / a special issue and must align the question to the issue theme
  • A coauthor asks whether the topic is "too domestic" or "too narrowly technical" for IMFER

What IMFER actually wants

IMFER is the IMF's flagship scholarly journal: it rewards rigorous research on international macroeconomics and finance whose findings speak to policy — exchange rates and capital flows, global imbalances, financial crises and contagion, sovereign debt and default, monetary and fiscal policy in open economies, IMF-program-relevant questions, and cross-border spillovers. The double audience is the test: a paper must satisfy a frontier referee on method and give someone who could brief an IMF mission a usable implication. A purely domestic US-macro question, or a methods paper with no open-economy or policy hook, is the classic mis-fit.

Your question's center of gravityIMFER fitIf it is borderline
Capital flows / controls / capital-flow-management measuresStrong — core IMFERMake the welfare/policy trade-off explicit
Sovereign debt, default, restructuring, debt sustainabilityStrong — core IMFERTie to DSA / program-design relevance
Financial crises, contagion, global financial cycleStrong — core IMFERName the cross-border transmission channel
Exchange-rate regimes, intervention, reservesStrong — core IMFERAvoid a single-country case with no general lesson
Open-economy monetary/fiscal policy, spilloversStrong — core IMFERShow it is open-economy, not closed-economy macro
Pure international trade (gravity, tariffs, firm exports)Weak — usually JIEReframe around the macro-financial margin or redirect
Domestic monetary policy, US-only macroWeak — JMCB / AEJ: MacroAdd the international spillover dimension or redirect
Econometric method paper, no policy objectWeakAnchor on an IMF-relevant application or redirect
The IMF Staff Papers inheritance

IMFER is the named successor to IMF Staff Papers, and that lineage shapes taste: the journal has long rewarded work that is technically serious yet legible to the policy community, often empirical, often comparative across countries, and explicitly connected to the questions an international financial institution faces. A topic that would have fit Staff Papers — measuring a cross-country regularity, evaluating a policy regime, quantifying a spillover — usually fits IMFER. A topic whose only home is a pure-theory or pure-method audience usually does not. Use the inheritance as a sanity check: would this paper inform an IMF surveillance or program discussion while still passing frontier review?

The fit test (run before writing the intro)

  1. State the question in one sentence and name the policy decision it informs (a capital-control choice, a debt-restructuring design, an intervention rule, a program condition).
  2. Name the international margin. If nothing crosses a border — flows, prices, spillovers, contagion — IMFER is probably the wrong journal.
  3. Identify the audience split. Who is the academic referee, and who is the policy reader? If you cannot name a plausible IMF/central-bank reader, sharpen the policy hook.
  4. Check the country scope. A single-country study needs a general lesson; a panel needs a sample whose composition you can defend (see imfer-robustness).
  5. Sibling guard. Write one sentence on why this is IMFER and not JIE/JIMF/JMCB — and keep it honest.
The ARC / special-issue lens

A large share of IMFER content flows through the Jacques Polak Annual Research Conference and its themed special issues (检索于 2026-06;以官网为准). If your paper is invited or you are targeting a call, topic selection is partly alignment: the question should sit squarely inside the issue theme (e.g., a year on "the global financial cycle," "debt in turbulent times," or "trade and financial fragmentation") while still standing as an independent contribution. Read the conference theme as a prior on what the editors find timely, but never bend a thin question to fit a theme — the policy "so what" still has to be real.

Show full SKILL.md (398 more words)Show less

Checklist

  • The question names an international/open-economy margin (flows, prices, spillovers, contagion, debt)
  • The policy "so what" for an IMF/central-bank reader is stated in one sentence, not implied
  • The contribution is rigorous enough for a frontier referee, not only policy-relevant
  • Country/sample scope supports a general lesson, not an idiosyncratic case
  • The question would inform an IMF surveillance/program discussion (the Staff Papers inheritance test)
  • A one-sentence sibling guard distinguishes IMFER from JIE / JIMF / JMCB / Economic Policy
  • If ARC/special-issue invited, the question aligns to the issue theme without being bent to fit it
  • No volatile process fact asserted without resources/official-source-map.md or 待核实

Anti-patterns

  • A clean estimate with no policy implication an IMF reader could use — reads as the wrong journal
  • A pure-trade question dressed up as macro, or a closed-economy US-macro question with a token international footnote
  • A single-country case study that yields no transferable lesson
  • A method-first paper where the international-macro application is decorative
  • Claiming the topic "is policy-relevant" without naming the actual decision it informs
  • Chasing the headline crisis of the moment with no general, transferable mechanism
  • Bending a thin question to fit an ARC theme just because a special issue is open
  • Picking a question whose only audience is pure-theory or pure-method, not the policy community
  • A panel whose sample is so dominated by one economy that no general lesson survives

Worked vignette (illustrative)

A team has clean micro data on a single country's foreign-currency corporate borrowing. As a single-country finance paper it is JIMF or a field journal. The IMFER reframe asks the fit test: the international margin is currency mismatch and the policy decision is whether macroprudential FX limits reduce crisis risk; the general lesson is the mechanism (balance-sheet exposure to exchange-rate shocks), testable beyond the one country; the policy reader is a supervisor designing FX-borrowing limits. With the mechanism foregrounded and a second country added for external validity, the same data becomes an IMFER paper.

Referee pushback mapped to the fit fix

  • "This is too domestic / single-country for IMFER." → Foreground the transferable mechanism and the international margin; add a second country or a general model if the lesson is otherwise idiosyncratic.
  • "What is the policy takeaway?" → Name the specific decision (a CFM threshold, an FX limit, a DSA assumption) the finding informs, in one sentence.
  • "Isn't this just JIE/JIMF?" → State the policy-relevant delta that makes it IMFER, not the trade or pure-finance angle.

Output format

text
【Journal】IMF Economic Review
【Skill】imfer-topic-selection
【Question (1 sentence)】___
【International margin】flows / prices / spillovers / contagion / debt: ___
【Policy "so what"】the decision an IMF/central-bank reader gains: ___
【Audience split】academic referee: ___ | policy reader: ___
【Sibling guard】why IMFER not JIE/JIMF/JMCB: ___
【Verdict】fit / sharpen / redirect
【Next skill】imfer-literature-positioning

© 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-topic-selection of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Imfer Topic Selection 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.

Imfer Topic Selection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Imfer Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~2.1kAutomated safety check: PassMIT
Geo Fundamentalswasp-lang/wasp19k9 repos~861Automated safety check: PassMIT
Ab Testingcoreyhaines31/marketingskills54k3 repos~2.8kAutomated safety check: PassMIT
Hreflang and International SEOAgriciDaniel/claude-seo18k5 repos~3.4kAutomated safety check: PassMIT
Referralscoreyhaines31/marketingskills54k2 repos~2.4kAutomated safety check: PassMIT
SEO GeoReScienceLab/opc-skills1.8k4 repos~2.1kAutomated safety check: PassApache-2.0

Similar skills

  • Geo Fundamentals

    wasp-lang/wasp

    Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

    19k GitHub starsUsed in 9 repos~861 tokens
    Marketing & SEOAuto-check passed
  • Ab Testing

    coreyhaines31/marketingskills

    When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.

    54k GitHub starsUsed in 3 repos~2.8k tokens
    Marketing & SEOAuto-check passed
  • Hreflang and International SEO

    AgriciDaniel/claude-seo

    Audits, validates and generates hreflang tags for multi-language and multi-region sites in HTML, HTTP headers or XML sitemaps, flagging common code and return-tag mistakes.

    18k GitHub starsUsed in 5 repos~3.4k tokens
    Marketing & SEOAuto-check passed
  • Referrals

    coreyhaines31/marketingskills

    When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.

    54k GitHub starsUsed in 2 repos~2.4k tokens
    Marketing & SEOAuto-check passed
  • SEO Geo

    ReScienceLab/opc-skills

    SEO & GEO (Generative Engine Optimization) for websites. An agent skill from ReScienceLab/opc-skills.

    1.8k GitHub starsUsed in 4 repos~2.1k tokens
    Marketing & SEOAuto-check passed
  • Ad Creative

    LeoYeAI/openclaw-marketing-skills

    When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform.

    1k GitHub starsUsed in 8 repos~3.4k tokens
    Marketing & SEOAuto-check passed

More from brycewang-stanford/Awesome-Journal-Skills

All 2,387 skills in this repo
  • Aaag Data Analysis

    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…

    1.2k GitHub stars~1.3k tokensUpdated 11 days ago
    Auto-check passed
  • Aaag Literature Positioning

    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…

    1.2k GitHub stars~1.3k tokensUpdated 11 days ago
    Auto-check passed
  • Aaag Rebuttal

    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…

    1.2k GitHub stars~1.4k tokensUpdated 11 days ago
    Auto-check passed
  • Aaag Research Design

    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…

    1.2k GitHub stars~1.4k tokensUpdated 11 days ago
    Auto-check passed
  • Aaag Review Process

    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…

    1.2k GitHub stars~1.3k tokensUpdated 11 days ago
    Auto-check passed
  • Aaag Submission

    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…

    1.2k GitHub stars~1.6k tokensUpdated 11 days ago
    Auto-check passed

Categories

Questions about Imfer Topic Selection

What does Imfer Topic Selection do?

A skill your agent uses when deciding whether a question is right for an IMF Economic Review (IMFER) manuscript — international macro-finance with genuine policy relevance and an IMF-program or…. Imfer Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding whether a question is right for an IMF Economic Review (IMFER) manuscript — international macro-finance with genuine policy relevance and an IMF-program or global-institution audience.

When should I use Imfer Topic Selection?

Imfer Topic Selection fits situations like: global-institution audience.

How do I install Imfer Topic Selection in Claude Code?

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

How do I install Imfer Topic Selection in Codex?

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

Can I use Imfer Topic Selection 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-topic-selection -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-topic-selection, .gemini/skills/imfer-topic-selection, .github/skills/imfer-topic-selection and .opencode/skills/imfer-topic-selection in your project.

What does Imfer Topic Selection need to run?

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

Does Imfer Topic Selection 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 Topic Selection 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 Topic Selection use?

Imfer Topic Selection 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 Topic Selection use?

About 2.1k tokens (SKILL.md is roughly 8.3k 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 Topic Selection?

Skills that share tags, products or a category with Imfer Topic Selection: Geo Fundamentals (wasp-lang/wasp, 19k stars), Ab Testing (coreyhaines31/marketingskills, 54k stars), Hreflang and International SEO (AgriciDaniel/claude-seo, 18k stars) and Referrals (coreyhaines31/marketingskills, 54k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Imfer Topic Selection?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 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.