Agent Skills
› brycewang-stanford/Awesome-Journal-Skills
› joe-contribution-framing
joe-contribution-framing
GitHub针对计量经济学期刊稿件，将正确但表述狭窄的结果重构为通用的方法论贡献。通过明确一般性问题、强调属性优势及经济学锚点，提升论文的方法论价值与发表潜力。
Trigger Scenarios
论文结果正确但未阐明对计量经济学的意义
摘要或引言仅描述操作而未说明领域收益
方法看似一次性修补而非可复用工具
审稿人可能质疑‘为何他人需使用此方法’
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill joe-contribution-framing -g -y
SKILL.md
Frontmatter
{
"name": "joe-contribution-framing",
"description": "Use when a Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics. Frames the methodological contribution as a general, reusable advance rather than a narrow technical fix."
}
Contribution Framing (joe-contribution-framing)
When to trigger
- The paper proves something true but the "so what for econometrics?" is unstated
- The abstract/intro describe what you did but not what the field gains
- The method looks like a one-off fix rather than a reusable tool
- A referee could say "correct, but why should anyone use this?"
Why framing matters at JoE
The Journal of Econometrics rewards substantive methodological contributions — advances that change how econometricians identify, estimate, test, decide, or predict. A technically correct result that is framed as a narrow patch reads as incremental; the same result framed as a general principle with a class of applications reads as a contribution. Editors screen first and send only suitable papers to referees, so the framing in the abstract and introduction is part of clearing that screen. The contribution must be legible to a methodologist who does not work on your exact model.
Framing the contribution
- Name the general problem class. Not "an estimator for model M," but "a way to do valid inference whenever [condition] holds" — then show M is a leading instance.
- State the advance as a property, not a procedure. Weaker assumptions, broader validity, an oracle/efficiency property, uniform size control, computational feasibility with the same guarantees.
- Map the reach. Which existing methods does this improve, generalize, or correct? Where else does the same idea transfer? Reuse the lineage from
joe-literature-positioning. - Anchor in economics. JoE prizes methods motivated by and useful for economic data — say which econometric settings (endogeneity, dependence, heterogeneity, high dimension, nonstationarity) the advance unlocks.
- Be honest about scope. Over-claimed generality invites a one-citation rebuttal; a precisely-bounded contribution is more credible and more publishable.
Calibrating to the venue
- A purely empirical payoff is not the contribution here; the methodological advance is. If the only novelty is an application, the paper is out of scope (see
joe-topic-selection). - If the contribution is a clean theorem with no application, consider adding an econometric anchor and illustration — pure statistical theory may be steered toward a statistics-oriented venue.
- If the work fits an active Themed or Annals Issue, frame the contribution to that theme's question (see
joe-review-process).
Anti-patterns
- "We propose an estimator for [narrow model]" with no statement of the general principle
- Listing technical steps as if they were the contribution
- Claiming sweeping generality the theorems do not support
- Burying the contribution under notation instead of stating it in the abstract
Contribution pass for Journal of Econometrics
Use this as a second-pass capability check. First lock the estimand or theorem, assumptions, asymptotic/simulation evidence, and applied relevance; then test whether the manuscript addresses econometrics reviewers who expect methodological novelty, assumptions, simulation or empirical illustration, and reproducibility.
- Primary move: Translate the result into who learns what, which mechanism changes, and which rival explanation is ruled out; keep the claim narrower than the evidence.
- Decision ledger: return
claim / evidence / blocker / next editrows so the next pass can patch the manuscript directly. - Neighbor test: compare against Econometric Theory for proof-first work, JBES for applied statistical methods, Quantitative Economics for economics-theory methods; if the neighboring outlet has the stronger audience claim, recommend re-routing before polishing.
- Verification floor: before submission-ready advice, re-open
resources/official-source-map.mdfor volatile rules and name the one unresolved fact that could change the recommendation.
Output format
【Problem class】the general problem solved (not the single model)
【Advance as a property】weaker assumptions / efficiency / uniform validity / feasibility
【Reach】methods improved/generalized; where the idea transfers
【Economic anchor】settings this unlocks
【Scope honesty】what it does NOT cover
【One-sentence contribution】for the abstract
【Next step】joe-tables-figures
Version History
- 1839142 Current 2026-07-05 13:31
