From jde-skills
Sharpens the development-economics takeaway of a JDE manuscript by framing the explicit "what this teaches about development" claim that an editor or referees can restate in one sentence.
How this skill is triggered — by the user, by Claude, or both
Slash command
/jde-skills:jde-contribution-framingThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
- You can describe your result but not the development *lesson* it delivers
JDE publishes work on the economics of developing countries and economic development, and its referees expect a contribution that is legible to the whole field, not only to a niche. Framing turns a result into a contribution by answering, explicitly and early:
State the contribution in one sentence in the abstract and again at the end of the introduction. Magnitudes matter in development: a treatment effect should be expressed in welfare-relevant, policy-comparable terms (e.g., per-dollar cost-effectiveness, share of a poverty gap, standard deviations of test scores) so its importance is unmistakable.
Hypothetical: a cluster-randomized microfinance experiment finds loan-group savings rose but business investment did not.
| Symptom in the draft | The reframe a JDE referee wants |
|---|---|
| "We estimate the effect of X on Y in country Z" | What development mechanism this changes, and for whom |
| Effect only in raw units | Effect in poverty-gap share, SDs, or cost per outcome |
Treat this skill as an executable review pass, not a prose hint. First lock the development constraint, identification, welfare or distribution margin, and implementation context; then judge whether the current manuscript answers the venue's real reader: development economists who expect a development mechanism, credible design, and policy-relevant external validity.
claim / evidence / risk / manuscript location rows, so the next agent can edit rather than rediscover the issue.resources/official-source-map.md has been checked for volatile rules and the manuscript has one concrete fix for the largest venue-specific risk.【One-sentence contribution】"We show that ... for ... which implies ..."
【Development units】effect in welfare/policy-comparable terms
【Scope / external validity】where it binds, where it may not
【Policy or theory implication】...
【Next step】jde-identification-strategy
npx claudepluginhub brycewang-stanford/awesome-journal-skills --plugin jde-skillsSharpens marginal contribution framing for Journal of Economic Growth submissions. Guides articulation of theoretical/empirical advances, bounding scope and connecting to growth debates.
Positions a manuscript's contribution against the frontier of development economics literature for Journal of Development Economics submissions.
Sharpens the contribution claim of a JME manuscript to survive desk screen and single-blind review. Frames results as first-order monetary-economics contributions with a clear policy lesson.