A skill your agent uses when deciding which aejmic- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal…

MITAuto-check passedResearch & Science

Install Aejmic Workflow

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills aejmic-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/AEJ-Microeconomics-Skills/skills/aejmic-workflow .claude/skills/aejmic-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
aejmic-workflow
GitHub stars
1.2k
Token cost
~1.7k tokens
SKILL.md length
698 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 aejmic- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal…

  • Works in 11 steps: aejmic-topic-selection — lock a… → aejmic-literature-positioning — stake… → aejmic-theory-model — the central skill:… → …
  • Deciding which aejmic- 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

Aejmic Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which aejmic- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal: Microeconomics (AEJ: Micro) submission. Routes — it does not replace — the specialized skills.

Its SKILL.md is about 1.7k 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 aejmic- sub-skill to invoke next
  • Sequencing manuscript work from topic selection through rebuttal for an American Economic Journal: Microeconomics (AEJ: Micro) submission

Example prompts

  • “/aejmic-workflow”

Workflow steps

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

  1. aejmic-topic-selection — lock a broad-interest microeconomic-theory question
  2. aejmic-literature-positioning — stake the result against the closest theorem
  3. aejmic-theory-model — the central skill: model, equilibrium concept, proof strategy
  4. aejmic-identification — what makes the result tight / what identifies parameters
  5. aejmic-robustness — extensions, edge cases, applied robustness
  6. aejmic-tables-figures — propositions, numerical examples, experimental tables
  7. aejmic-writing-style — make the result land (abstract + intro last)
  8. aejmic-replication-package — proof appendix + code (AEA Data Editor)
  9. aejmic-referee-strategy — pre-empt the objections theory referees raise
  10. aejmic-submission — AEA system preflight (single-blind, JEL, fee)
  11. aejmic-rebuttal — after the R&R

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

Aejmic Workflow loads about 1.7k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 698 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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). 698 words, ~1,734 tokens.

Download SKILL.mdSave it as .claude/skills/aejmic-workflow/SKILL.md (or your agent's skills folder).
name
aejmic-workflow
description
Use when deciding which aejmic-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal: Microeconomics (AEJ: Micro) submission. Routes — it does not replace — the specialized skills.

AEJ: Micro Workflow Router (aejmic-workflow)

Overview

This is the router. It tells you which aejmic- skill to use at the current stage* of a manuscript aimed at the American Economic Journal: Microeconomics (AEJ: Micro) — the American Economic Association's quarterly journal (founded 2009, one of four AEJs) for microeconomic THEORY and its applications: game theory, mechanism and market design, industrial-organization theory, contract theory, information economics, decision theory, behavioral theory, and theory-grounded experiments. AEJ: Micro is theory-first — it rewards a clean, general, well-motivated result, with structural/experimental applications welcome when the economics is the point.

Default assumption: unless the user says otherwise, treat the target as AEJ: Micro. Operational tells that you are at AEJ: Micro and not a sibling: it wants broad micro interest + the AEA editorial process (vs. specialist JET / GEB / Theoretical Economics); it is less abstract/methodological than TE or Econometrica; and it is theory, not empirical applied micro (that is AEJ: Applied). Process tells: single-blind review via the AEA submission system (author revealed to referees; referees anonymous), a submission fee (AEA member rate — volatile), JEL classification per AEA practice, and the AEA Data and Code Availability Policy for any paper with data, code, experiments, or numerical results. Re-verify volatile specifics on the official AEA pages (see resources/official-source-map.md).

When to trigger

  • The user asks "what should I do next?"
  • A draft needs its current bottleneck diagnosed
  • Work is ping-ponging between the model, the proofs, the framing, and the response letter
  • An AEJ: Micro decision letter arrived and the user needs to switch into revision mode

Routing table

Current symptomNext skill
Unsure the question is broad-micro-interesting theory (not JET/TE/AEJ:Applied)aejmic-topic-selection
Contribution vs. the closest existing result is fuzzy or oversoldaejmic-literature-positioning
The model, equilibrium concept, or proof architecture is the bottleneckaejmic-theory-model
Unclear what makes the result tight / which assumption is doing the workaejmic-identification
Extensions, edge cases, or (applied) robustness checks are missingaejmic-robustness
Propositions, numerical examples, or experimental exhibits are messyaejmic-tables-figures
Prose buries the result; abstract/intro do not landaejmic-writing-style
Proof appendix, numerical/structural/experimental code deposit, READMEaejmic-replication-package
Want to anticipate referee objections / calibrate desk-reject oddsaejmic-referee-strategy
Ready to submit via the AEA system; need a preflightaejmic-submission
Received an R&R; need a response-letter strategyaejmic-rebuttal
Show full SKILL.md (331 more words)Show less

Default order

  1. aejmic-topic-selection — lock a broad-interest microeconomic-theory question
  2. aejmic-literature-positioning — stake the result against the closest theorem
  3. aejmic-theory-model — the central skill: model, equilibrium concept, proof strategy
  4. aejmic-identification — what makes the result tight / what identifies parameters
  5. aejmic-robustness — extensions, edge cases, applied robustness
  6. aejmic-tables-figures — propositions, numerical examples, experimental tables
  7. aejmic-writing-style — make the result land (abstract + intro last)
  8. aejmic-replication-package — proof appendix + code (AEA Data Editor)
  9. aejmic-referee-strategy — pre-empt the objections theory referees raise
  10. aejmic-submission — AEA system preflight (single-blind, JEL, fee)
  11. aejmic-rebuttal — after the R&R

aejmic-writing-style is a late-stage polish; do not rewrite the intro before the model and proofs settle.

Anti-patterns

  • Polishing prose or exhibits while the model or main proof is still moving — aejmic-theory-model must settle first
  • Treating AEJ: Micro like JET/GEB (specialist, maximal generality) or AEJ: Applied (empirical) — wrong fit gate
  • Deferring the proof appendix and any numerical/experimental code until acceptance — the AEA Data Editor checks before publication
  • Reporting an applied result with significance asterisks instead of standard errors

Routing by paper archetype

AEJ: Micro spans several branches; the bottleneck differs. Read the archetype, then enter the chain at the right link.

ArchetypeLikely first bottleneckEnter at
pure theory (mechanism/game/decision)equilibrium concept + proof strategy + generalityaejmic-theory-model
theory with structural estimationparameter identification + counterfactual validityaejmic-identification → aejmic-theory-model
theory-grounded experimentdesign maps to the model's prediction; pre-registrationaejmic-topic-selection → aejmic-identification
IO theory / applied micro-theorythe mechanism's robustness to modeling choicesaejmic-theory-model → aejmic-robustness

Worked routing example (illustrative)

A user says: "My mechanism-design result is proved, but a referee says it hinges on a knife-edge tie-breaking assumption and asks whether it survives a continuum of types." That is two distinct AEJ: Micro pushbacks — which assumption is doing the work (owned by aejmic-identification) and does the mechanism extend (owned by aejmic-robustness), both anchored to aejmic-theory-model. Route to aejmic-theory-model to restate the proof under the relaxed assumption, then aejmic-robustness for the continuum extension; only once the proposition is stable do you return to aejmic-tables-figures and aejmic-rebuttal.

Minimal decision snippet

if decision_letter_arrived:          -> aejmic-rebuttal
elif ready_to_submit:                -> aejmic-submission
elif anticipating_referees:          -> aejmic-referee-strategy
elif proof_appendix_or_code:         -> aejmic-replication-package
elif prose_or_intro:                 -> aejmic-writing-style
elif exhibits_or_examples:           -> aejmic-tables-figures
elif extensions_or_edge_cases:       -> aejmic-robustness
elif which_assumption_or_id:         -> aejmic-identification
elif model_or_proof_unsettled:       -> aejmic-theory-model
elif fit_or_positioning_fuzzy:       -> aejmic-topic-selection / aejmic-literature-positioning
else:                                -> aejmic-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 AEJ-Microeconomics-Skills/skills/aejmic-workflow of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

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Questions about Aejmic Workflow

What does Aejmic Workflow do?

A skill your agent uses when deciding which aejmic- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal…. Aejmic Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which aejmic- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal: Microeconomics (AEJ: Micro) submission.

When should I use Aejmic Workflow?

Aejmic Workflow fits situations like: deciding which aejmic- sub-skill to invoke next; sequencing manuscript work from topic selection through rebuttal for an American Economic Journal: Microeconomics (AEJ: Micro) submission.

How do I install Aejmic Workflow in Claude Code?

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

How do I install Aejmic Workflow in Codex?

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

Can I use Aejmic 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 aejmic-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/aejmic-workflow, .gemini/skills/aejmic-workflow, .github/skills/aejmic-workflow and .opencode/skills/aejmic-workflow in your project.

What does Aejmic Workflow need to run?

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

Does Aejmic 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 Aejmic 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 Aejmic Workflow use?

Aejmic 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 Aejmic Workflow use?

About 1.7k tokens (SKILL.md is roughly 6.9k 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 Aejmic Workflow?

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Who maintains Aejmic Workflow?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 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.