Journal Of Economic Theory
franklee16/academic-research-skills
A skill your agent uses when targeting Journal of Economic Theory (JET) or deciding whether a pure economic theory manuscript fits this venue.
A skill your agent uses when an IMF Economic Review (IMFER) manuscript needs an open-economy model to discipline, interpret, or generate counterfactuals for its evidence — whether a full…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-theory-model -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-theory-model --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-theory-model .claude/skills/imfer-theory-model && 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-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-theory-model into .claude/skills/imfer-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-theory-model", 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-theory-modelType 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-theory-model -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-theory-model --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-theory-model .agents/skills/imfer-theory-model && 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-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-theory-model into .agents/skills/imfer-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-theory-model", 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-theory-model -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-theory-model --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-theory-model .cursor/skills/imfer-theory-model && 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-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-theory-model into .cursor/skills/imfer-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-theory-model", 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-theory-model--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-theory-model -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills imfer-theory-model --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-theory-model .gemini/skills/imfer-theory-model && 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-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-theory-model into .gemini/skills/imfer-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-theory-model", 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-theory-modelInstalls 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-theory-model -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-theory-model .github/skills/imfer-theory-model && 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-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-theory-model into .github/skills/imfer-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-theory-model", 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-theory-model -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-theory-model --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-theory-model .opencode/skills/imfer-theory-model && 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-theory-model" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/IMF-Economic-Review-Skills/skills/imfer-theory-model into .opencode/skills/imfer-theory-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "imfer-theory-model", 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-theory-modelA skill your agent uses when an IMF Economic Review (IMFER) manuscript needs an open-economy model to discipline, interpret, or generate counterfactuals for its evidence — whether a full…
Imfer Theory Model is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when an IMF Economic Review (IMFER) manuscript needs an open-economy model to discipline, interpret, or generate counterfactuals for its evidence — whether a full international-finance model leads the paper or a light framework supports an empirical estimate. Right-sizes the theory to IMFER's policy-relevant bar; it does not design identification (imfer-identification) or run robustness (imfer-robustness).
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
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.
Imfer Theory Model loads about 2.3k tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 1,126 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). 1,126 words, ~2,254 tokens.
.claude/skills/imfer-theory-model/SKILL.md (or your agent's skills folder).IMFER sits between the model-heavy international-finance tradition and the empirical-policy tradition, and the editor will route a paper to referees from whichever side it leads with. That makes the placement decision consequential: a strong reduced-form paper that opens with two pages of model derivation invites a theory referee who will judge the model on its own terms; a model-led paper with a thin empirical section invites an empirical referee who will find the discipline lacking. Decide early which tradition the paper belongs to, signal it in the structure, and make the other component genuinely earn its space rather than apologize for it.
IMFER publishes both model-led international-finance papers and empirical papers with a supporting framework. The dial is set by what the policy question needs: theory earns its place when it names a transmission channel, maps a reduced-form coefficient to a structural object, or delivers a counterfactual / welfare number a policymaker can use. Because IMFER counterfactuals are read as policy advice, the model's credibility and its policy-invariance matter as much as its elegance. Generic notation that re-labels the empirical result, with no testable prediction or magnitude, is the classic mis-fit.
| Theory's job | Right amount of model | Where it goes |
|---|---|---|
| Name the open-economy mechanism (UIP deviation, financial accelerator across borders) | a few equations / conceptual frame | short section before results |
| Map a reduced-form coefficient to a structural parameter | a sufficient-statistic / log-linearized relation | inline derivation + appendix |
| Deliver a welfare or counterfactual number (regime, CFM, intervention) | a calibrated open-economy model | a dedicated, clearly bounded section |
| Generate cross-country sign/heterogeneity predictions | a simple model with comparative statics | framework section, tested in results |
| Lead the paper (model-first) | a full international-finance / SOE-DSGE model | the body, with data discipline |
A model-first IMFER paper must still earn policy relevance: tie each parameter to a data moment or external estimate (an impulse response, a comovement, an external-finance premium), validate against an untargeted moment, and report the policy counterfactual with its uncertainty. State the assumptions under which the counterfactual is policy-invariant — a referee who suspects the Lucas critique bites will not trust the welfare number.
For an empirical-first paper, pick the lightest tool: a sufficient-statistic expression in estimable elasticities often delivers the welfare object while keeping the credibility in the design. State what the sufficient statistic omits.
When a model is the lead, IMFER referees look for the canonical international-finance ingredients to be present and motivated, not decorative: a UIP/risk-premium block if exchange rates matter; a collateral or borrowing constraint if you study sudden stops or financial crises; a traded/non-traded split for real-exchange-rate dynamics; a foreign demand / terms-of-trade channel for spillovers; and incomplete markets if the welfare result hinges on risk-sharing failures. Each should map to a moment you target and a counterfactual the policy question needs — a model that includes a block doing no work invites the "decorative" critique.
IMFER referees distinguish sharply between calibrated and estimated parameters, and want each labeled. State which parameters are set from external sources (and cite them), which are estimated internally (and from what moment), and which are free. A model that quietly calibrates the parameter doing the welfare work — then reports a precise optimal-policy number — invites the charge that the result is assumed. Where the headline magnitude is sensitive to a calibrated value, show the welfare object across a defensible range of that value rather than a single point.
A panel shows a US monetary tightening cuts emerging-market capital inflows by 0.8% of GDP (s.e. 0.2). The number is credible but the policy question is the welfare cost and whether a CFM helps. Rather than a bespoke model, the paper writes a small open-economy model with a collateral constraint: the marginal welfare gain from a CFM depends on the estimated inflow elasticity and the calibrated pecuniary externality. This yields an optimal macroprudential tax of ~2% (illustrative) with a stated range, while the empirical credibility still rests on the high-frequency US-shock design — the IMFER ideal of theory disciplined by, and serving, the evidence.
【Journal】IMF Economic Review
【Skill】imfer-theory-model
【Theory's job】mechanism / mapping / welfare / comparative statics / model-lead
【Tool chosen】framework / sufficient statistic / calibrated SOE model / full DSGE
【Open-economy mechanism】___
【Key relation】policy object = f(estimable / structural parameters): ___
【Counterfactual + uncertainty + policy-invariance】___
【Next skill】imfer-robustness© 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-theory-model of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Imfer Theory Model 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 Theory Model this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Journal Of Economic Theoryfranklee16/academic-research-skills | 223 | 1 repos | ~1.5k | Automated safety check: Pass | None | |
| Imf Economic Reviewfranklee16/academic-research-skills | 223 | 1 repos | ~1.5k | Automated safety check: Pass | None | |
| Economic Theory And Business Managementfranklee16/academic-research-skills | 223 | 1 repos | ~585 | Automated safety check: Pass | None | |
| Integration Theoryparcadei/Continuous-Claude-v3 | 3.9k | 1 repos | ~929 | Automated safety check: Notes | MIT | |
| Channel Economicsalirezarezvani/claude-skills | 28k | — | ~3.3k | Automated safety check: Pass | MIT |
franklee16/academic-research-skills
A skill your agent uses when targeting Journal of Economic Theory (JET) or deciding whether a pure economic theory manuscript fits this venue.
franklee16/academic-research-skills
A skill your agent uses when targeting IMF Economic Review or deciding whether an international macro / finance manuscript fits this venue.
franklee16/academic-research-skills
A skill your agent uses when targeting 《经济理论与经济管理》(Economic Theory and Business Management — 教育部主管、中国人民大学主办的经济学月刊, 1981 年创刊, CSSCI) or deciding whether a Chinese econ/management manuscript fits this…
parcadei/Continuous-Claude-v3
Problem-solving strategies for integration theory in measure theory
alirezarezvani/claude-skills
A skill your agent uses when reviewing or rebalancing direct vs.
brycewang-stanford/Auto-Empirical-Research-Skills
M-estimation, influence functions, and semiparametric efficiency theory for causal inference
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 an IMF Economic Review (IMFER) manuscript needs an open-economy model to discipline, interpret, or generate counterfactuals for its evidence — whether a full…. Imfer Theory Model is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when an IMF Economic Review (IMFER) manuscript needs an open-economy model to discipline, interpret, or generate counterfactuals for its evidence — whether a full international-finance model leads the paper or a light framework supports an empirical estimate.
Imfer Theory Model fits situations like: an IMF Economic Review (IMFER) manuscript needs an open-economy model to discipline; generate counterfactuals for its evidence — whether a full international-finance model leads the paper; A light framework supports an empirical estimate.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-theory-model -a claude-code`. Or copy the skill folder (IMF-Economic-Review-Skills/skills/imfer-theory-model in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/imfer-theory-model in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-theory-model -a codex`. Or copy the skill folder (IMF-Economic-Review-Skills/skills/imfer-theory-model in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/imfer-theory-model 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-theory-model -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-theory-model, .gemini/skills/imfer-theory-model, .github/skills/imfer-theory-model and .opencode/skills/imfer-theory-model in your project.
SKILL.md names no scripts, command-line tools or credentials: Imfer Theory Model 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 Theory Model is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9k 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 Theory Model: Journal Of Economic Theory (franklee16/academic-research-skills, 223 stars), Imf Economic Review (franklee16/academic-research-skills, 223 stars), Economic Theory And Business Management (franklee16/academic-research-skills, 223 stars) and Integration Theory (parcadei/Continuous-Claude-v3, 3.9k 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.