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Jep workflow

Skill brycewang-stanford/Awesome-Journal-Skills/Journal-of-Economic-Perspectives-Skills/skills/jep-workflow

Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-workflow

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What its author says it does

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Use when deciding which jep-* sub-skill to invoke next, or when sequencing work on an accessible synthesis article from topic idea through editor revision for a Journal of Economic Perspectives (JEP) submission. Routes — it does not replace — the specialized skills.

SKILL.md

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JEP Workflow Router (jep-workflow)

Overview

This is the router. It tells you which jep- skill to use at the current stage* of an article aimed at the Journal of Economic Perspectives (JEP) — the open-access, non-technical synthesis journal of the American Economic Association, founded 1987. JEP is not a primary-research outlet. It rewards articles that synthesize and communicate a body of economics to a broad audience — readable by 90 percent or more of the AEA membership — avoiding formal models and heavy econometrics in the body. The product is a compelling, accessible, balanced essay, not an identification strategy or a replication package.

Default assumption: unless the user says otherwise, treat the target as JEP. Operational tells that you are at JEP and not a research journal or its sibling Journal of Economic Literature (JEL): JEP is largely invited / commissioned and organized in symposia; almost all articles begin as a 2–5 page proposal emailed to [email protected] (about 10–15% of published articles originate as unsolicited proposals); the writing must be legible to non-specialists; there are recurring features ("Recommendations for Further Reading", retrospectives). Editor as of 2026: Heidi Williams; Managing Editor Timothy Taylor (检索于 2026-06;以官网为准). Re-verify volatile specifics on the official AEA pages.

When to trigger

  • The user asks "what should I do next?" on a JEP article or proposal
  • A draft reads like a research paper or a JEL survey, not a JEP essay
  • Work is ping-ponging between idea, proposal, narrative, accessibility, and balance
  • A JEP editor's letter arrived and the user needs to switch into revision mode

Routing table

Current symptomNext skill
Unsure the topic is broad/timely/synthesizable for non-specialistsjep-topic-selection
Need to pitch the article or a symposium to the editorsjep-proposal-and-symposium
Structure is a literature dump, not a story/argumentjep-narrative-arc
Prose is jargon-heavy; notation everywhere; reads like a working paperjep-accessibility-and-translation
Evidence is presented with equations/regressions a general reader can't followjep-evidence-without-equations
Figures/tables are dense, not self-explanatoryjep-exhibits-for-general-readers
Voice is dry/hedged; abstract and opening don't landjep-writing-style
Reads as advocacy; competing views or uncertainty underplayedjep-balance-and-objectivity
Need to negotiate scope/length/symposium with the editorial teamjep-editor-strategy
Ready to email the proposal/manuscript; need a preflightjep-submission
An editor asked for revisions (accessibility/balance/length/framing)jep-revision

Default order

  1. jep-topic-selection — confirm the topic is JEP-shaped (broad, timely, synthesizable)
  2. jep-proposal-and-symposium — craft the 2–5 page proposal or symposium pitch
  3. jep-narrative-arc — structure the essay as an argument, not a survey
  4. jep-accessibility-and-translation — strip jargon/notation without dumbing down
  5. jep-evidence-without-equations — present evidence credibly with minimal math
  6. jep-exhibits-for-general-readers — build self-explanatory figures/tables
  7. jep-writing-style — the JEP voice; abstract and opening last
  8. jep-balance-and-objectivity — fair to competing views; honest about uncertainty
  9. jep-editor-strategy — scope/length/symposium negotiation with the team
  10. jep-submission — email-proposal preflight (accessibility bar, disclosure, JEL)
  11. jep-revision — after the editor's letter

jep-writing-style is a late polish; do not perfect sentences before the narrative arc and the balance settle.

Anti-patterns

  • Writing a full unsolicited manuscript before pitching a 2–5 page proposal (low odds; editors prefer proposals)
  • Treating JEP like a research journal — leading with identification, a model, or a regression table
  • Confusing JEP with JEL: JEL is the long, technical survey of record; JEP is the short, non-technical, broad-audience essay
  • Letting jep-exhibits-for-general-readers polish a dense figure while the argument is still a literature dump
  • Advocacy framing that an editor will read as an op-ed, not a balanced synthesis

Routing by article archetype

JEP essays come in a few shapes, and the bottleneck differs. Read the archetype, then enter the chain at the right link.

ArchetypeLikely first bottleneckEnter at
"State of a field" synthesisscope too narrow or too technicaljep-topic-selectionjep-narrative-arc
Symposium contribution (invited)fit with the symposium frame + lengthjep-editor-strategyjep-narrative-arc
Translating one's own technical agendajargon/notation; over-claimingjep-accessibility-and-translationjep-balance-and-objectivity
Policy-relevant debatereads as advocacy; uncertainty buriedjep-balance-and-objectivity

Worked routing example (illustrative)

A user says: "I've drafted a 9,000-word piece summarizing my structural IO research for JEP, but a colleague says it reads like my JPE paper with the proofs deleted." That is two distinct JEP problems — not yet translated for a general reader and no story for a non-specialist — owned by jep-accessibility-and-translation and jep-narrative-arc. Route there first; only once a non-IO economist can follow the argument and one memorable through-line carries it do you return to jep-writing-style and jep-exhibits-for-general-readers. And before any of that, since this is an unsolicited full draft, jep-proposal-and-symposium would convert it into the 2–5 page proposal the editors actually want.

Minimal decision snippet

if editor_letter_arrived:          -> jep-revision
elif ready_to_email:               -> jep-submission
elif reads_as_advocacy:            -> jep-balance-and-objectivity
elif exhibits_dense:               -> jep-exhibits-for-general-readers
elif math_or_jargon_heavy:         -> jep-evidence-without-equations / jep-accessibility-and-translation
elif structure_is_a_survey:        -> jep-narrative-arc
elif no_pitch_yet:                 -> jep-proposal-and-symposium
else:                              -> jep-topic-selection

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

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