A skill your agent uses when deciding which jegeo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission.

MITAuto-check passedResearch & Science

Install Jegeo Workflow

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jegeo-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jegeo-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Economic-Geography-Skills/skills/jegeo-workflow .claude/skills/jegeo-workflow && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
jegeo-workflow
GitHub stars
1.2k
Token cost
~1.9k tokens
SKILL.md length
782 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when deciding which jegeo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission.

  • Works in 11 steps: jegeo-topic-selection — lock a question… → jegeo-literature-positioning — stake the… → jegeo-identification — spatial causal… → …
  • Deciding which jegeo- sub-skill to invoke next
  • SKILL.md covers Overview, When to trigger, Routing table and Default order, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jegeo Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jegeo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission. Routes — it does not replace — the specialized skills.

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science. The repository describes itself as: 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… The licence is MIT.

When your agent uses it

  • Deciding which jegeo- sub-skill to invoke next
  • Sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission

Example prompts

  • “/jegeo-workflow”

Workflow steps

11 steps, taken from the first numbered list in SKILL.md.

  1. jegeo-topic-selection — lock a question that genuinely bridges the two communities
  2. jegeo-literature-positioning — stake the contribution across NEG and human-geography frontiers
  3. jegeo-identification — spatial causal design or quantitative-spatial identification
  4. jegeo-theory-model — NEG/quantitative-spatial model OR conceptual framework
  5. jegeo-robustness — spatial scale, weight matrix, spatial autocorrelation, Conley SEs
  6. jegeo-tables-figures — maps that argue, not decorate
  7. jegeo-writing-style — make it land for economists and geographers at once (intro last)
  8. jegeo-replication-package — assemble shareable spatial data + code
  9. jegeo-referee-strategy — anticipate the cross-disciplinary referee pair
  10. jegeo-submission — ScholarOne preflight + double-anonymous scrub
  11. jegeo-rebuttal — after the decision letter

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Jegeo Workflow loads about 1.9k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 782 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 782 words, ~1,874 tokens.

Download SKILL.mdSave it as .claude/skills/jegeo-workflow/SKILL.md (or your agent's skills folder).
name
jegeo-workflow
description
Use when deciding which jegeo-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission. Routes — it does not replace — the specialized skills.

JEG Workflow Router (jegeo-workflow)

Overview

This is the router. It tells you which jegeo- skill to use at the current stage* of a manuscript aimed at the Journal of Economic Geography (JEG) — Oxford University Press's flagship for the bridge between economics and geography: agglomeration and clusters, regional and urban development, the economic geography of trade and global value chains, innovation and knowledge spillovers, institutions and space, evolutionary economic geography, and the location of firms and people.

The fact that defines JEG and every routing decision below: the journal deliberately spans two communities — "geographical economics" (the formal, quantitative New Economic Geography lineage of Krugman, Fujita, Venables, and the quantitative-spatial-model literature) AND "proper economic geography" (the institutional, evolutionary, and qualitative tradition of human geographers). Its masthead is drawn roughly equally from both (检索于 2026-06;以官网为准: EICs include Bathelt, Behrens, Coe, Iammarino, Kerr). A paper that speaks to only one community is the single most common desk-reject. Route accordingly: every stage must be defensible to an economist AND legible to a geographer.

Operational tells that you are at JEG and not a sibling: submission is via ScholarOne / Manuscript Central (mc.manuscriptcentral.com/joeg); review is double-anonymous (strip author identity); the data/replication policy is encouragement-based and post-acceptance, NOT a mandatory pre-acceptance archive (that distinguishes it sharply from QE, AEJ, and the AEA journals); standard articles run ≤8,000 words excluding references with overflow pushed to an online appendix. Re-verify volatile specifics on the OUP page.

When to trigger

  • A manuscript is aimed at JEG and the next bottleneck is unclear
  • A draft is ping-ponging between framing, design, mechanism, exhibits, and submission checks
  • A decision letter arrived and you must choose between revising and drafting a rebuttal
  • The team is comparing JEG with Journal of Urban Economics, Regional Science & Urban Economics, Regional Studies, or Economic Geography

Routing table

Current symptomNext skill
Scope/audience/two-community fit is uncertainjegeo-topic-selection
Contribution vs. adjacent journals and the NEG/EEG frontier is fuzzyjegeo-literature-positioning
Causal or spatial-inference credibility is the bottleneckjegeo-identification
The NEG model, quantitative-spatial framework, or conceptual frame is loosejegeo-theory-model
Results may be spatial-scale-, weight-matrix-, sample-, or inference-sensitivejegeo-robustness
Maps/exhibits are dense or do not answer the spatial questionjegeo-tables-figures
Intro/abstract/prose miss the two-audience JEG voicejegeo-writing-style
Data, code, or spatial-data documentation needs packagingjegeo-replication-package
Likely two-community objections should be pre-emptedjegeo-referee-strategy
Close to submission; need a ScholarOne preflightjegeo-submission
A decision letter / referee report needs a response planjegeo-rebuttal

Default order

  1. jegeo-topic-selection — lock a question that genuinely bridges the two communities
  2. jegeo-literature-positioning — stake the contribution across NEG and human-geography frontiers
  3. jegeo-identification — spatial causal design or quantitative-spatial identification
  4. jegeo-theory-model — NEG/quantitative-spatial model OR conceptual framework
  5. jegeo-robustness — spatial scale, weight matrix, spatial autocorrelation, Conley SEs
  6. jegeo-tables-figures — maps that argue, not decorate
  7. jegeo-writing-style — make it land for economists and geographers at once (intro last)
  8. jegeo-replication-package — assemble shareable spatial data + code
  9. jegeo-referee-strategy — anticipate the cross-disciplinary referee pair
  10. jegeo-submission — ScholarOne preflight + double-anonymous scrub
  11. jegeo-rebuttal — after the decision letter

jegeo-writing-style is a late-stage polish; do not rewrite the intro before identification, mechanism, and the spatial-robustness story settle.

Show full SKILL.md (273 more words)Show less

Routing by paper archetype

JEG draws four recurring archetypes, and the binding constraint differs by branch. Read the archetype, then enter the chain at the right link.

ArchetypeLikely first bottleneckEnter at
NEG / quantitative-spatial model (Krugman/Fujita/Redding-Rossi-Hansberg lineage)parameter identification + calibration disciplinejegeo-theory-model → jegeo-identification
place-based-policy / regional causal evaluationspatial DID/event-study + SUTVA across regionsjegeo-identification
evolutionary / institutional / qualitative geographyconceptual frame legible to economists; case-based inferencejegeo-theory-model → jegeo-literature-positioning
agglomeration / clusters / knowledge-spillover measurementspatial-scale choice + spatial autocorrelation in inferencejegeo-robustness → jegeo-identification

Worked routing example (illustrative)

A user says: "My quantitative-spatial model of a high-speed-rail corridor estimates fine, but one referee (an economist) says the welfare counterfactual ignores spatial spillovers to non-connected regions, and the other (a geographer) says the paper has no mechanism — just a black-box gravity structure." That is two distinct JEG pushbacks from the two communities: spatial spillover / general-equilibrium leakage (own jegeo-identification and jegeo-robustness via Conley SEs and SUTVA) and missing economic-geography mechanism (own jegeo-theory-model, where the gravity coefficients must be tied to a story about why firms relocate). Route to jegeo-theory-model first to install the mechanism both referees can read, then to jegeo-robustness to bound the spillover, then jegeo-rebuttal.

Anti-patterns

  • Treating JEG as interchangeable with Journal of Urban Economics (Elsevier, urban economics, formal-only) or Economic Geography (more humanistic)
  • Writing for only one community — formal model with no geographic mechanism, or rich case study with no engagement with the quantitative frontier
  • Polishing prose before the spatial design and mechanism are stable
  • Treating the data policy as a mandatory pre-acceptance archive (it is not) — or skipping it entirely
  • Letting an online appendix carry a claim the 8,000-word main text must establish

Minimal decision snippet

if decision_letter_arrived:            -> jegeo-rebuttal
elif ready_to_submit:                  -> jegeo-submission
elif anticipating_two_community_refs:  -> jegeo-referee-strategy
elif maps_or_exhibits_dense:           -> jegeo-tables-figures
elif spatial_scale_or_inference:       -> jegeo-robustness
elif identification_shaky:             -> jegeo-identification
elif model_or_mechanism_loose:         -> jegeo-theory-model
elif contribution_fuzzy:               -> jegeo-literature-positioning
else:                                  -> jegeo-topic-selection

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Journal-of-Economic-Geography-Skills/skills/jegeo-workflow of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Jegeo Workflow

What does Jegeo Workflow do?

A skill your agent uses when deciding which jegeo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission. Jegeo Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jegeo- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission.

When should I use Jegeo Workflow?

Jegeo Workflow fits situations like: deciding which jegeo- sub-skill to invoke next; sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission.

How do I install Jegeo Workflow in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jegeo-workflow -a claude-code`. Or copy the skill folder (Journal-of-Economic-Geography-Skills/skills/jegeo-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jegeo-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Jegeo Workflow in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jegeo-workflow -a codex`. Or copy the skill folder (Journal-of-Economic-Geography-Skills/skills/jegeo-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jegeo-workflow in your project. Codex loads it when a task matches its description.

Can I use Jegeo Workflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jegeo-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jegeo-workflow, .gemini/skills/jegeo-workflow, .github/skills/jegeo-workflow and .opencode/skills/jegeo-workflow in your project.

What does Jegeo Workflow need to run?

SKILL.md names no scripts, command-line tools or credentials: Jegeo Workflow is instructions for the agent only.

Does Jegeo Workflow access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Jegeo Workflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Jegeo Workflow use?

Jegeo Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Jegeo Workflow use?

About 1.9k tokens (SKILL.md is roughly 7.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Jegeo Workflow?

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Who maintains Jegeo Workflow?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.