A skill your agent uses when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or comparative statics are not yet tight.

MITAuto-check passedTesting & QA

Install Ier Theory Model

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ier-theory-model -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills ier-theory-model --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/International-Economic-Review-Skills/skills/ier-theory-model .claude/skills/ier-theory-model && 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
ier-theory-model
GitHub stars
1.2k
Token cost
~2.3k tokens
SKILL.md length
1,215 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or comparative statics are not yet tight.

  • Works in 6 steps: Write the assumptions as a ranked list,… → For each load-bearing assumption, run… → Prove (or cleanly bound) existence and… → …
  • The model is the contribution for an International Economic Review (IER) manuscript and its assumptions
  • SKILL.md covers When to trigger, Why theory is central at IER, Checklist and Anti-patterns, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ier Theory Model is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or comparative statics are not yet tight. Stress-tests load-bearing assumptions, generality, and the proof to IER's theory/structural bar; it does not write the proofs.

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.

It sits in Testing & QA, covering Load testing. 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

  • The model is the contribution for an International Economic Review (IER) manuscript and its assumptions
  • Comparative statics are not yet tight

Example prompts

  • “/ier-theory-model”

Workflow steps

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

  1. Write the assumptions as a ranked list, not a block — order them by how much the result depends on each. The top one or two are your…
  2. For each load-bearing assumption, run the perturbation test: relax it slightly and report whether the result survives, weakens, or flips…
  3. Prove (or cleanly bound) existence and uniqueness, and translate the condition into economics. A condition like "the demand elasticity…
  4. Sign the comparative statics analytically wherever possible; where a sign is ambiguous, decompose it into competing forces and say which…
  5. Lead each formal result with intuition. The model serves a general audience; the proof goes to the appendix (see ier-replication-package…
  6. For structural/quantitative work, hand the parameter-identification question to ier-identification — "what in the data pins this…

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

Ier Theory Model loads about 2.3k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 1,215 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~77
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k

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). 1,215 words, ~2,282 tokens.

Download SKILL.mdSave it as .claude/skills/ier-theory-model/SKILL.md (or your agent's skills folder).
name
ier-theory-model
description
Use when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or comparative statics are not yet tight. Stress-tests load-bearing assumptions, generality, and the proof to IER's theory/structural bar; it does not write the proofs.

Theory and Model Craft (ier-theory-model)

When to trigger

  • The model "works" numerically but you cannot say which assumption is doing the work
  • Existence/uniqueness of equilibrium is asserted rather than proved, or relies on a knife-edge condition
  • A referee suspects the headline result is an artifact of a functional-form or parametric choice
  • The comparative statics are stated but the sign of a key derivative is not signed cleanly
  • You are unsure the model is general enough — does the result survive perturbing the convenient assumption?

Why theory is central at IER

IER tilts theory/structural, and for theory and structural papers the model is the contribution — so the bar is not "is the model plausible" but "is the result tight and general." A tight result names exactly which assumptions are load-bearing and shows the conclusion is not an accident of a convenient functional form. This is the difference an IER referee looks for between a paper that teaches a general lesson and one that re-derives a known fact under new notation.

What makes a result "tight" at IER
DimensionThe tight versionThe loose version a referee punishes
Load-bearing assumptionsEach key assumption is flagged, and you show what breaks without itA long assumption block where the reader can't tell which one drives the result
Existence / uniquenessProved (or a clean sufficient condition given), with the economic content of the condition explained"Under standard conditions, an equilibrium exists" with no condition stated
GeneralityResult holds for a class (general preferences/technology) or you say precisely where it failsResult shown only for log/CES/quadratic with no claim about robustness
Comparative staticsSigns derived analytically; the mechanism (which force dominates) is namedNumerical comparative statics with no analytical sign and no intuition
MechanismOne paragraph of intuition that a non-specialist can follow precedes the algebraThe math stands alone; the reader must reverse-engineer the economics
The discipline sequence for an IER model
  1. Write the assumptions as a ranked list, not a block — order them by how much the result depends on each. The top one or two are your load-bearing assumptions; the rest are for tractability.
  2. For each load-bearing assumption, run the perturbation test: relax it slightly and report whether the result survives, weakens, or flips. If it flips, that is the paper's real boundary — state it as a result, not a limitation buried in a footnote.
  3. Prove (or cleanly bound) existence and uniqueness, and translate the condition into economics. A condition like "the demand elasticity exceeds 1" must be explained, not just stated.
  4. Sign the comparative statics analytically wherever possible; where a sign is ambiguous, decompose it into competing forces and say which dominates and when. This is the comparative-statics craft IER readers expect.
  5. Lead each formal result with intuition. The model serves a general audience; the proof goes to the appendix (see ier-replication-package for the proof-appendix contract), the economics stays in the text.
  6. For structural/quantitative work, hand the parameter-identification question to ier-identification — "what in the data pins this parameter" is a different question from "is the model tight."
Worked vignette: making a uniqueness claim tight (illustrative)

A general-equilibrium model with externalities asserts "an equilibrium exists and is unique." A referee flags this as the soft spot — multiplicity would undermine the comparative statics the paper builds on. The loose draft cites "standard fixed-point arguments." The tight IER version states a sufficient condition (say, the externality elasticity is below a threshold), proves uniqueness under it, and then explains the economics: below the threshold the feedback from the externality does not overpower the price mechanism, so the equilibrium map is a contraction. Now the condition is not a technicality — it is the economic boundary of the result, and the comparative statics are safe inside it. If the referee asks "what if the elasticity is above the threshold?", the paper already answers: multiplicity, and the paper says so as a result, not a caveat.

Why theory craft is judged harder at IER than at applied venues

At an applied journal a model is often a framing device for the empirics, and a referee tolerates a convenient functional form. At IER, when the model is the contribution, the same functional-form shortcut is a rejection risk: the referee asks whether the result is a property of the economics or an artifact of the algebra. The perturbation test and the analytical comparative static are how you demonstrate it is the economics — they are not optional polish but the core evidence that the result is real and general.

Show full SKILL.md (462 more words)Show less
The "is it new or is it notation?" gate

The single most common theory-paper rejection at a rigor journal is "this re-derives a known result in new notation." Pre-empt it by stating, in one sentence near the start, what is new relative to the closest existing result — a weaker assumption, a sharper conclusion, a previously-unproven case, or a reversal. If you cannot complete the sentence "unlike [closest paper], we show that ___," the contribution may be presentational rather than substantive, and you should revisit ier-literature-positioning before investing in the proofs. A genuinely new result usually has a boundary the old result lacked — the regime where the conclusion changes — and naming that boundary is the cleanest proof of novelty.

Generality without overreach

IER rewards generality, but a referee equally punishes a generality claim the proof does not support. The honest move is to prove the result for the broadest class you actually can, then state precisely where it stops. "The result holds for any preferences in class P; outside P, Example 3 shows it can fail" is stronger than a vague "we expect this generalizes." The failure example is not a weakness — it delineates the result and shows you understand its limits, which is exactly the rigor an IER board reads for.

Checklist

  • Assumptions are ranked; the one or two load-bearing ones are explicitly flagged
  • Each load-bearing assumption has a perturbation test (survive / weaken / flip stated)
  • Existence and uniqueness are proved or given a clean, economically interpreted sufficient condition
  • Comparative statics are signed analytically, or the competing forces are decomposed
  • Every formal result is preceded by a paragraph of mechanism intuition
  • Generality is claimed for a class, or the failure boundary is stated as a result
  • Proofs are appendix-ready and self-contained (handoff to ier-replication-package)

Anti-patterns

  • An undifferentiated assumption block where no reader can identify the load-bearing one
  • "An equilibrium exists under standard conditions" with no condition and no economic content
  • Headline result shown only under CES/log/quadratic, presented as if general
  • Numerical comparative statics substituting for an analytical sign and a named mechanism
  • Burying the result's true boundary (where the assumption flips it) in a limitations footnote
  • A proof in the body that crowds out the intuition a broad audience needs

Referee pushback mapped to the theory fix

  • "This re-derives a known result." → State the one-sentence novelty ("unlike [X], we show ___"); name the boundary/regime where your conclusion differs from the incumbent.
  • "The result is knife-edge." → Run the perturbation test; prove the result for a class, and state precisely where it fails as a result, not a caveat.
  • "Existence/uniqueness is hand-waved." → Give a clean sufficient condition, prove it, and explain its economic content.
  • "The comparative static is just numerical." → Sign the derivative analytically, or decompose the competing forces and say which dominates and when.

Output format

text
【Journal】International Economic Review
【Skill】ier-theory-model
【Result (one line)】the theorem/proposition that is the contribution
【Load-bearing assumptions】the 1–2 the result actually rests on
【Perturbation test】what happens when each is relaxed (survive/weaken/flip)
【Existence/uniqueness】proved? condition? economic meaning of the condition
【Comparative statics】which derivatives signed; which forces decomposed
【Mechanism intuition】one-paragraph plain-English mechanism present? [Y/N]
【Verdict】tight / needs-work / not-yet-general
【Next skill】ier-identification (structural) or ier-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

Files

Just SKILL.md in International-Economic-Review-Skills/skills/ier-theory-model of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Ier Theory Model

What does Ier Theory Model do?

A skill your agent uses when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or comparative statics are not yet tight. Ier Theory Model is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or comparative statics are not yet tight.

When should I use Ier Theory Model?

Ier Theory Model fits situations like: the model is the contribution for an International Economic Review (IER) manuscript and its assumptions; comparative statics are not yet tight.

How do I install Ier Theory Model in Claude Code?

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

How do I install Ier Theory Model in Codex?

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

Can I use Ier Theory Model 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 ier-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/ier-theory-model, .gemini/skills/ier-theory-model, .github/skills/ier-theory-model and .opencode/skills/ier-theory-model in your project.

What does Ier Theory Model need to run?

SKILL.md names no scripts, command-line tools or credentials: Ier Theory Model is instructions for the agent only.

Does Ier Theory Model 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 Ier Theory Model 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 Ier Theory Model use?

Ier 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.

How many tokens does Ier Theory Model use?

About 2.3k tokens (SKILL.md is roughly 9.1k 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 Ier Theory Model?

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Who maintains Ier Theory Model?

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.