brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
jae-workflowUse when deciding which jae-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Accounting and Economics (JAE) manuscript. Routes — it does not replace — the specialized skills.
Independent GitHub snapshot · Automated classification · Original documentation governs
This is the router. It does not replace any specialized skill; it tells you which jae- skill to use right now* for your JAE manuscript.
Default assumption: unless the user says otherwise, treat the target as JAE — the Elsevier journal founded in 1979 by Ross L. Watts and Jerold L. Zimmerman (the originators of Positive Accounting Theory), published bimonthly (ISSN 0165-4101). JAE exists to apply economic theory to explain accounting phenomena: the role of accounting within the firm; the information content of accounting numbers in capital markets; accounting in financial contracting and the monitoring of agency relationships; the determination of accounting standards; and the regulation of corporate disclosure and the accounting profession. The non-negotiable bar is an economics-based argument tested with large-sample archival data (or built as an analytical model) — not normative, behavioral, or practitioner-oriented work. Editors desk-reject or redirect (Article Transfer Service) papers that miss this economics-relevance bar.
Editorial team and policies change: verify the current masthead on ScienceDirect before naming editors or associate editors. The submission fee and Highlights/JEL requirements must be reconfirmed on the live Guide for Authors before upload.
| Current symptom | Next skill |
|---|---|
| Idea is vague; unsure it is economics-based or JAE-fit (vs JAR/TAR/RAST) | jae-topic-selection |
| Predictions are descriptive; no economic mechanism (agency/info/contracting) | jae-theory-development |
| Front end reads as gap-spotting; the economics literature not engaged | jae-literature-positioning |
| Design may not identify the effect (endogeneity, selection, reverse causality) | jae-methods |
| Have data; unsure about sample construction, FE, clustering, estimators | jae-data-analysis |
| Results exist but the "so what for accounting/economics" is thin | jae-contribution-framing |
| Tables overloaded, off Elsevier style, or not self-explanatory | jae-tables-figures |
| Prose is verbose, hedged, or buries the prediction | jae-writing-style |
| Ready to submit; need the Editorial Manager + fee preflight | jae-submission |
| Want to understand JAE double-anonymized review before/after submit | jae-review-process |
| Received an R&R; need to plan and draft the response | jae-rebuttal |
jae-topic-selection — lock an economics-based question with JAE fitjae-theory-development — specify the economic mechanism and derive predictionsjae-literature-positioning — engage the positive-accounting / economics conversationjae-methods — design for identification (shocks, IV, DiD) matched to the predictionjae-data-analysis — sample construction, fixed effects, two-way clustering, robustnessjae-contribution-framing — turn results into a contribution to accounting + economicsjae-tables-figures — finalize exhibits in Elsevier house stylejae-writing-style — full-manuscript prose polishjae-submission — Editorial Manager preflight (anonymization, Highlights, JEL, fee)jae-review-process — set expectations for double-anonymized, editor-final reviewjae-rebuttal — after an R&R, plan revisions then draft the response letter
jae-tables-figuresandjae-writing-styleare late-stage polish. Do not invoke them while the identification strategy or economic mechanism is still unsettled.
Keep this ledger with the manuscript and update it each working session; the first stage still marked open names the next skill to invoke.
# JAE manuscript stage ledger
manuscript: "<working title>"
target: Journal of Accounting and Economics (JAE)
stages:
economics_question: {skill: jae-topic-selection, status: open, evidence: "economics-based question stated; JAE fit vs JAR/TAR/RAST argued"}
mechanism: {skill: jae-theory-development, status: open, evidence: "agency / information / contracting channel named; predictions derived"}
positioning: {skill: jae-literature-positioning, status: open, evidence: "positive-accounting conversation engaged, not gap-spotted"}
identification: {skill: jae-methods, status: open, evidence: "shock / IV / DiD design matched to the prediction"}
estimation: {skill: jae-data-analysis, status: open, evidence: "sample, fixed effects, two-way clustering, robustness done"}
contribution: {skill: jae-contribution-framing, status: open, evidence: "so-what for accounting AND economics written"}
exhibits: {skill: jae-tables-figures, status: blocked_until: [identification, estimation]}
prose: {skill: jae-writing-style, status: blocked_until: [identification, estimation]}
preflight: {skill: jae-submission, status: open, evidence: "anonymization, Highlights, JEL codes, fee reconfirmed on live Guide for Authors"}
routing_rule: "Next skill = first stage with status: open, respecting blocked_until."
after_decision: "R&R received -> jae-review-process for expectations, then jae-rebuttal only after the revision itself is done."
If your paper is normative, behavioral-experimental, or practitioner-facing, JAE is the wrong venue.
jae-theory-development and submit a "Compustat correlation" with no economic mechanism.jae-tables-figures beautify exhibits before identification is settled.jae-rebuttal draft a response before the manuscript is actually revised.jae-writing-style as a substitute for identification — polish cannot rescue endogeneity.