jde-contribution-framing — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited jde-contribution-framing (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
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Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
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~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.