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。
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jep-workflowAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
Copied from the file, not written here
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 symptom | Next skill |
|---|---|
| Unsure the topic is broad/timely/synthesizable for non-specialists | jep-topic-selection |
| Need to pitch the article or a symposium to the editors | jep-proposal-and-symposium |
| Structure is a literature dump, not a story/argument | jep-narrative-arc |
| Prose is jargon-heavy; notation everywhere; reads like a working paper | jep-accessibility-and-translation |
| Evidence is presented with equations/regressions a general reader can't follow | jep-evidence-without-equations |
| Figures/tables are dense, not self-explanatory | jep-exhibits-for-general-readers |
| Voice is dry/hedged; abstract and opening don't land | jep-writing-style |
| Reads as advocacy; competing views or uncertainty underplayed | jep-balance-and-objectivity |
| Need to negotiate scope/length/symposium with the editorial team | jep-editor-strategy |
| Ready to email the proposal/manuscript; need a preflight | jep-submission |
| An editor asked for revisions (accessibility/balance/length/framing) | jep-revision |
Default order
jep-topic-selection— confirm the topic is JEP-shaped (broad, timely, synthesizable)jep-proposal-and-symposium— craft the 2–5 page proposal or symposium pitchjep-narrative-arc— structure the essay as an argument, not a surveyjep-accessibility-and-translation— strip jargon/notation without dumbing downjep-evidence-without-equations— present evidence credibly with minimal mathjep-exhibits-for-general-readers— build self-explanatory figures/tablesjep-writing-style— the JEP voice; abstract and opening lastjep-balance-and-objectivity— fair to competing views; honest about uncertaintyjep-editor-strategy— scope/length/symposium negotiation with the teamjep-submission— email-proposal preflight (accessibility bar, disclosure, JEL)jep-revision— after the editor's letter
jep-writing-styleis 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-readerspolish 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.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| "State of a field" synthesis | scope too narrow or too technical | jep-topic-selection → jep-narrative-arc |
| Symposium contribution (invited) | fit with the symposium frame + length | jep-editor-strategy → jep-narrative-arc |
| Translating one's own technical agenda | jargon/notation; over-claiming | jep-accessibility-and-translation → jep-balance-and-objectivity |
| Policy-relevant debate | reads as advocacy; uncertainty buried | jep-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.