Jet identification strategy
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 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jet-identification-strategyAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
Copied from the file, not written here
Use when hardening the assumptions, results, and proof architecture of a Journal of Economic Theory (JET) paper — the theory analogue of an identification strategy. Make every assumption explicit and load-bearing, architect the proof so two expert referees can verify it, and defend the generality/tractability trade-off; for JET, "identification" means assumption sets and proof exposition, not a causal design.
SKILL.md
5.8 KB, as published. Nobody here has run it
Assumptions, Results & Proof Architecture (jet-identification-strategy)
When to trigger
- You have a candidate theorem and need to make its assumptions and proof referee-proof
- A referee may ask "is assumption X necessary?" or "does this hold in the general case?"
- You are choosing between a clean special case and a more general but opaque statement
Why this replaces a causal "identification strategy"
JET is theory-first: there is no data design to identify. The credibility of a JET paper rests on assumptions that are explicit and minimal, results stated precisely, and proofs an expert can check — refereed single-blind by at least two reviewers who will verify each step.
The theory checklist
Assumptions
- Every assumption is stated formally (domain, regularity: continuity, convexity, single-crossing, finiteness) before it is used
- Each assumption is load-bearing — for each one, you can name the step that fails without it
- No silent assumption smuggled into a proof (a common referee catch)
- Necessity is addressed: a counterexample shows what breaks if a key assumption is dropped
Results
- The main result is a clean theorem/proposition/characterization, numbered and self-contained
- Genericity, existence, uniqueness, and comparative statics are separated into distinct statements
- The statement says exactly what is proved — no informal "essentially" claims beyond the proof
Proof exposition
- Proof architecture is visible: lemmas in dependency order, a one-paragraph roadmap for long proofs
- Key step (fixed point, duality, induction, envelope/revelation argument) is named and motivated
- Long/technical proofs moved to an appendix (
thm-restateto restate); body keeps the idea - Notation is consistent end-to-end (referees abandon proofs they cannot parse)
Generality vs. tractability
- The chosen level of generality is defended: a transparent special case can beat an unverifiable general one; a general result is worth it only if the proof remains checkable
- Any restriction (finite types, two players) is flagged as a scope limit, not hidden
Assumption-set architecture (three tiers)
JET papers separate three tiers of premises; label them so referees see which is which:
- Maintained structure — the model itself (agents, type spaces, action sets, timing). Lives in the model section as prose and definitions, not as numbered assumptions.
- Economic assumptions — single-crossing, private values, independence, ambiguity attitudes, substitutability. Numbered A1, A2, …; each carries economic content and each earns a necessity discussion.
- Technical regularity — compactness, continuity, measurability. Numbered last; defensible as standard, but still say which proof step uses each one.
Referee heuristic: the first thing checked is whether the theorem statement quantifies over exactly the numbered assumptions — nothing more, nothing less. A theorem invoking "the assumptions of Section 2" without numbers invites a hostile read.
Proof-spine scaffold
Theorem 1 (statement quantified over A1–A3 only)
├─ Lemma 1: existence of the auxiliary object [uses A1, A3 (compactness)]
├─ Lemma 2: monotonicity / single-crossing step [uses A2]
│ └─ Claim 2.1: boundary case [where A2 binds → necessity candidate]
├─ Main argument: fixed point / duality / induction (named in one body sentence)
└─ Appendix B: full proofs of Lemmas 1–2; the body keeps the roadmap paragraph + key step
Example 1 (tightness): drop A2, hold everything else fixed → conclusion fails; cite it
right after Theorem 1, not in a footnote.
Writing the tightness discussion JET-style
- Place the counterexample immediately after the theorem as a numbered Example, with one sentence saying which assumption it targets.
- Make it minimal: change exactly one assumption and keep the rest of the environment fixed, so the referee attributes the failure to the right premise.
- If no counterexample is available, state openly that necessity is an open question — JET referees respect a flagged open problem more than silence.
Micro-vignette (decision theory)
A representation theorem for ambiguity-averse preferences: A1 (weak order, continuity) is regularity; A2 (certainty independence) is the economic axiom. The proof's separation argument fails exactly when A2 is weakened to independence on constants only; Example 1 exhibits a maxmin preference violating the conclusion under the weakening. One page settles A2's tier, load-bearing step, and necessity — the page both referees read first.
Anti-patterns
- A "general" theorem whose proof silently needs finiteness or continuity
- Assumptions introduced inside a proof rather than stated up front
- A monolithic 6-page proof with no roadmap or lemma decomposition
- Claiming necessity of an assumption without a counterexample
Output format
【Theorem】<precise statement>
【Assumptions】[A1 used at step __ | A2 used at __ | necessity of Ak: counterexample/general]
【Proof spine】lemmas in order → key argument named → appendix offload
【Generality call】special-case-clean | general-but-checkable | (reject) general-unverifiable
【Next】jet-contribution-framing / jet-tables-figures (schematic) / jet-rebuttal