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wtf is econ-topjournal-writing-skill?

juliaerror/econ-topjournal-writing-skill — explained in plain English

Analysis updated 2026-05-18

46Audience · researcherComplexity · 1/5Setup · easy

TL;DR

A toolkit of AI writing skills that help economics researchers draft and polish academic papers for top journals.

Mindmap

mindmap
  root((econ writing skill))
    What it does
      Drafts academic prose
      Formats tables figures
      Routes to sub skills
    Tech stack
      Codex
    Use cases
      Write English papers
      Write Chinese papers
      Design tables figures
    Audience
      Researchers
      Writers
    Limits
      No data cleaning
      No statistics
      Human judgment needed

Code map

Detail Auto

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filefunction / class

Why would anyone build with this?

REASON 1

Turn existing research findings into a polished academic paper draft

REASON 2

Write or edit an economics paper in the style expected by top journals

REASON 3

Write and polish Chinese-language economics papers for Chinese journals

REASON 4

Design publication-standard tables and figures from your results

What's in the stack?

Codex

How it stacks up

juliaerror/econ-topjournal-writing-skillandrewrk/autodocapple/game-porting-toolkit
Stars464646
LanguageZig
Last pushed2024-03-11
MaintenanceDormant
Setup difficultyeasymoderatehard
Complexity1/53/55/5
Audienceresearcherdeveloperdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 5min

Install by copying skill directories into your Codex skills folder, no infrastructure needed.

Wtf does this do

This repository is a writing assistant toolkit for economics researchers who want to write or polish academic papers for top journals. It provides a set of modular "skills", structured instructions and workflows, designed to be loaded into an AI coding and writing environment called Codex. The toolkit covers several distinct tasks: writing English-language economics papers in the style expected by leading journals, writing and polishing Chinese-language papers for top Chinese economics journals, and designing tables and figures that meet academic publication standards. A central routing skill takes your writing request and automatically directs it to the right sub-skill. You would use this when you have already done your own research, you have the data, the regressions, and the findings, and now need help turning that material into a polished academic paper draft. The toolkit handles prose structure, argument logic, table formatting, and bilingual presentation. It does not do data cleaning, statistical estimation, or any empirical computation. To install it, you copy the skill directories into your Codex skills folder, then ask an AI agent to "use econ-writing-workflow" and describe what you need. The repository notes that AI assistance only supports the drafting process, key academic judgments still require human researchers.

Yoink these prompts

Prompt 1
How do I install these skills into my Codex skills folder and start a paper draft?
Prompt 2
Explain how the routing skill decides which sub-skill handles my writing request.
Prompt 3
Can this toolkit help format my tables and figures for a top economics journal?
Prompt 4
What parts of writing an academic paper does this toolkit intentionally not handle?

Frequently asked questions

wtf is econ-topjournal-writing-skill?

A toolkit of AI writing skills that help economics researchers draft and polish academic papers for top journals.

How hard is econ-topjournal-writing-skill to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is econ-topjournal-writing-skill for?

Mainly researcher.

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