Geo Fundamentals
wasp-lang/wasp
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
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…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-topic-selection --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/IMF-Economic-Review-Skills/skills/imfer-topic-selection .claude/skills/imfer-topic-selection && 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 "imfer-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-topic-selection into .claude/skills/imfer-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-topic-selection", 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/IMF-Economic-Review-Skills/skills/imfer-topic-selectionType 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 imfer-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-topic-selection --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/IMF-Economic-Review-Skills/skills/imfer-topic-selection .agents/skills/imfer-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "imfer-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-topic-selection into .agents/skills/imfer-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-topic-selection", 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 imfer-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-topic-selection --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/IMF-Economic-Review-Skills/skills/imfer-topic-selection .cursor/skills/imfer-topic-selection && 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 "imfer-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-topic-selection into .cursor/skills/imfer-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-topic-selection", 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 IMF-Economic-Review-Skills/skills/imfer-topic-selection--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 imfer-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-topic-selection --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/IMF-Economic-Review-Skills/skills/imfer-topic-selection .gemini/skills/imfer-topic-selection && 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 "imfer-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-topic-selection into .gemini/skills/imfer-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-topic-selection", 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 imfer-topic-selectionInstalls 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 imfer-topic-selection -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/IMF-Economic-Review-Skills/skills/imfer-topic-selection .github/skills/imfer-topic-selection && 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 "imfer-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-topic-selection into .github/skills/imfer-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-topic-selection", 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 imfer-topic-selection -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 imfer-topic-selection --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/IMF-Economic-Review-Skills/skills/imfer-topic-selection .opencode/skills/imfer-topic-selection && 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 "imfer-topic-selection" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-topic-selection into .opencode/skills/imfer-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-topic-selection", 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.
imfer-topic-selectionA 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. 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.
5 steps, taken from the first numbered list in SKILL.md.
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.
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.
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). 1,052 words, ~2,070 tokens.
.claude/skills/imfer-topic-selection/SKILL.md (or your agent's skills folder).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 gravity | IMFER fit | If it is borderline |
|---|---|---|
| Capital flows / controls / capital-flow-management measures | Strong — core IMFER | Make the welfare/policy trade-off explicit |
| Sovereign debt, default, restructuring, debt sustainability | Strong — core IMFER | Tie to DSA / program-design relevance |
| Financial crises, contagion, global financial cycle | Strong — core IMFER | Name the cross-border transmission channel |
| Exchange-rate regimes, intervention, reserves | Strong — core IMFER | Avoid a single-country case with no general lesson |
| Open-economy monetary/fiscal policy, spillovers | Strong — core IMFER | Show it is open-economy, not closed-economy macro |
| Pure international trade (gravity, tariffs, firm exports) | Weak — usually JIE | Reframe around the macro-financial margin or redirect |
| Domestic monetary policy, US-only macro | Weak — JMCB / AEJ: Macro | Add the international spillover dimension or redirect |
| Econometric method paper, no policy object | Weak | Anchor on an IMF-relevant application or redirect |
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?
imfer-robustness).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.
resources/official-source-map.md or 待核实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.
【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
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
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Imfer Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Geo Fundamentalswasp-lang/wasp | 19k | 9 repos | ~861 | Automated safety check: Pass | MIT | |
| Ab Testingcoreyhaines31/marketingskills | 54k | 3 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Hreflang and International SEOAgriciDaniel/claude-seo | 18k | 5 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Referralscoreyhaines31/marketingskills | 54k | 2 repos | ~2.4k | Automated safety check: Pass | MIT | |
| SEO GeoReScienceLab/opc-skills | 1.8k | 4 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 |
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brycewang-stanford/Awesome-Journal-Skills
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Categories
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.
Imfer Topic Selection fits situations like: global-institution audience.
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.
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.
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.
SKILL.md names no scripts, command-line tools or credentials: Imfer Topic Selection 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.
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.
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.
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.
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.