restat-workflow
GitHubREStat投稿工作流路由器，根据稿件当前阶段（选题、识别、写作等）或瓶颈症状，推荐调用对应的restat-*专用技能，辅助完成从选题到反驳的完整流程。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill restat-workflow -g -y
SKILL.md
Frontmatter
{
"name": "restat-workflow",
"description": "Use when deciding which restat-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a The Review of Economics and Statistics (REStat) submission. Routes — it does not replace — the specialized skills."
}
REStat Workflow Router (restat-workflow)
Overview
This is the router. It tells you which restat- skill to use at the current stage* of a manuscript aimed at The Review of Economics and Statistics (REStat) — the venerable MIT Press journal edited at the Harvard Kennedy School (founded 1917/1919; current title since 1948). REStat publishes applied economics and applied econometrics: it rewards credible causal identification, careful measurement, and quantitative evidence across labor, public, development, trade, IO, health, environment, urban, and macro-empirics. It is empirical-first — a clean research design or a measurement advance is the contribution; theory interprets, it does not lead.
Operational tells that you are at REStat and not a sibling: REStat values measurement and applied econometrics, not pure methods development (that is J. Econometrics); it is broad applied econ, wider than a field journal but more specialized than AER. Submission is via Editorial Express with a nonrefundable submission fee (US$125; source map refreshed 2026-06-20); review is editor-managed peer review; accepted empirical papers must deposit data and code to the REStat Harvard Dataverse under the journal's Data and Code Availability Policy. Editors as of the 2026-06-20 refresh: Will Dobbie (Harvard) and Raymond Fisman (Boston U), co-chairs.
When to trigger
- The user asks "what should I do next?"
- A draft needs its current bottleneck diagnosed
- Work is ping-ponging between identification, exhibits, framing, and the response letter
- A REStat decision letter arrived and the user needs to switch into revision mode
Routing table
| Current symptom | Next skill |
|---|---|
| Unsure the paper fits REStat vs AER / AEJ:Applied / J. Econometrics / a field journal | restat-topic-selection |
| Contribution vs. the closest prior work is fuzzy or undersold | restat-literature-positioning |
| Causal design / measurement strategy is the bottleneck | restat-identification |
| Theory is overgrown or absent; unclear how much model to carry | restat-theory-model |
| Headline estimate's stability under specs/sample/inference is untested | restat-robustness |
| Exhibits are dense; the main result is not legible in one table/figure | restat-tables-figures |
| The question + estimate do not land in the first paragraph | restat-writing-style |
| Need the Harvard Dataverse data/code package + README | restat-replication-package |
| Want to pre-empt the objections this design invites | restat-referee-strategy |
| Ready to submit via Editorial Express; need a preflight | restat-submission |
| Received an R&R; need a response-letter strategy | restat-rebuttal |
Default order
restat-topic-selection— lock the applied question and REStat fitrestat-literature-positioning— stake the marginal contributionrestat-identification— make the causal design / measurement crediblerestat-theory-model— right-size theory to interpret the estimaterestat-robustness— show the headline survives specs, sample, inferencerestat-tables-figures— make the result legible in one exhibitrestat-writing-style— land question + estimate early (intro last)restat-replication-package— assemble the Harvard Dataverse packagerestat-referee-strategy— pre-empt design-specific objectionsrestat-submission— Editorial Express preflightrestat-rebuttal— after the R&R
restat-writing-styleis a late-stage polish; do not rewrite the intro before identification and robustness settle.
Anti-patterns
- Deferring
restat-replication-packageuntil acceptance — REStat's Data and Code Availability Policy and Harvard Dataverse deposit are part of the path to publication, not an afterthought - Letting
restat-tables-figurespolish exhibits while the identification is still moving - Treating REStat like J. Econometrics (a new estimator is the contribution) or like AER (general-interest, agenda-setting scope) — REStat is broad applied econ with a measurement tradition
Routing by paper archetype
REStat spans several applied archetypes, and the bottleneck differs. Read the archetype, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| applied-micro causal design (DID / RD / IV) | heterogeneity-robust estimator + clean design | restat-identification |
| measurement / new data or index | construct validity + measurement-error discipline | restat-identification → restat-robustness |
| trade / IO / spatial (shift-share) | exposure-design inference + exogeneity of shares/shocks | restat-identification |
| structural-light applied | how much model to carry without becoming method-first | restat-theory-model |
Worked routing example (illustrative)
A user says: "My DID on a staggered state policy estimates fine, but a referee says TWFE is biased and the measure of my outcome is noisy." That is two distinct REStat pushbacks — heterogeneity-biased estimator (owned by restat-identification, Branch DID) and measurement error in the outcome (a REStat-signature concern, addressed in restat-identification measurement + restat-robustness). Route to restat-identification first; only once the headline effect is stable under Callaway–Sant'Anna and an attenuation correction do you return to restat-tables-figures and restat-rebuttal.
Minimal decision snippet
if decision_letter_arrived: -> restat-rebuttal
elif ready_to_submit: -> restat-submission
elif anticipating_referees: -> restat-referee-strategy
elif need_data_code_package: -> restat-replication-package
elif exhibits_dense: -> restat-tables-figures
elif headline_not_robust: -> restat-robustness
elif theory_mis-sized: -> restat-theory-model
elif identification_or_measurement_shaky: -> restat-identification
elif contribution_fuzzy: -> restat-literature-positioning
else: -> restat-topic-selection
Version History
- 1839142 Current 2026-07-05 14:22
