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aejmic-workflow

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.

Install / Use

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmic-workflow

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

88/100

Category

Automation

Supported Platforms

Zed

Tags

Our assessment of aejmic-workflow

aejmic-workflow scores 88/100 on our quality scale, 1365th of 2,881 Automation skills we index (top 48%).

Its SKILL.md is 6.8 KB long, well organised into 9 sections with 1 code example: a thorough specification that gives an agent plenty to work with.

With 1,158 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
29/30
Structure
17/20
Description
15/15
Adoption
13/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 18 days ago, so aejmic-workflow is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

aejmic-workflow compared with similar skills

All 4 of these similar skills score higher than aejmic-workflow; compare them before choosing.

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aejmic-workflow (this skill)by brycewang-stanford881.2k18d agoSKILL.md
Agent-Reachby Panniantong10089.0k17d agoCLAUDE.md
Scraplingby D4Vinci10085.3k2d agoMCP Server
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Frequently asked questions

How do I install aejmic-workflow?
Run npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aejmic-workflow. The install tabs above show the steps for each supported agent.
Which AI agents does aejmic-workflow work with?
It is written for Zed, as a SKILL.md file. Other agents that read the same format can often use it too.
Is aejmic-workflow safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is aejmic-workflow still maintained?
The repository was last updated 18 days ago, so aejmic-workflow is actively maintained.

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 symptom | Next 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 oversold | aejmic-literature-positioning | | The model, equilibrium concept, or proof architecture is the bottleneck | aejmic-theory-model | | Unclear what makes the result tight / which assumption is doing the work | aejmic-identification | | Extensions, edge cases, or (applied) robustness checks are missing | aejmic-robustness | | Propositions, numerical examples, or experimental exhibits are messy | aejmic-tables-figures | | Prose buries the result; abstract/intro do not land | aejmic-writing-style | | Proof appendix, numerical/structural/experimental code deposit, README | aejmic-replication-package | | Want to anticipate referee objections / calibrate desk-reject odds | aejmic-referee-strategy | | Ready to submit via the AEA system; need a preflight | aejmic-submission | | Received an R&R; need a response-letter strategy | aejmic-rebuttal |

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.

| Archetype | Likely first bottleneck | Enter at | |-----------|-------------------------|----------| | pure theory (mechanism/game/decision) | equilibrium concept + proof strategy + generality | aejmic-theory-model | | theory with structural estimation | parameter identification + counterfactual validity | aejmic-identification → aejmic-theory-model | | theory-grounded experiment | design maps to the model's prediction; pre-registration | aejmic-topic-selection → aejmic-identification | | IO theory / applied micro-theory | the mechanism's robustness to modeling choices | aejmic-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

Related Skills

View on GitHub
GitHub Stars1.2k
CategoryAutomation
Updated18d ago
Forks153

Languages

Stata

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions