brycewang-stanford AJS Workflow Router (ajs-workflow)
The orchestrator for an AJS submission. Figure out the stage and the piece type, then send the user to the matching skill. AJS is the discipline's oldest journal — generalist sociology with a premium on theoretical ambition and a distinctive student-run, double-blind review run out of the University of Chicago Department of Sociology. The router's first job is to make sure the paper is in dialogue with current sociology (AJS "prejects" papers that are not).
When to trigger
- Starting a new AJS paper and unsure where to begin
- Mid-project and unsure which skill applies next
- Deciding whether the piece is a research article or a Comment/Reply on a published AJS paper
- Returning with a decision letter (route to
ajs-rebuttal)
First question: which piece type?
| Situation | Type | Route to |
|---|---|---|
| Full original sociological study | Research article | normal pipeline below |
| Engaging/critiquing a specific published AJS article | Comment (then author Reply) | ajs-literature-positioning + ajs-rebuttal |
| Reviewing a book | Book review (usually invited) | ajs-writing-style (out of scope for the article pipeline) |
AJS has a long Comment-and-Reply tradition: a focused critique of a published finding can be a contribution in its own right. Live-check current Comment length/eligibility in
ajs-submission.
Routing map (stage → skill)
Idea / fit? → ajs-topic-selection
In dialogue with which lit? → ajs-literature-positioning
What is the theoretical payoff? → ajs-theory-building
Is the design defensible? → ajs-research-design
Are the analyses sound? → ajs-data-analysis
Are the exhibits clear? → ajs-tables-figures
Does it read for sociology? → ajs-writing-style
Data / transparency in order? → ajs-data-and-transparency
How will it be judged? → ajs-review-process
Ready to submit? → ajs-submission
Got an R&R / writing a Reply? → ajs-rebuttal
Default order
topic-selection → literature-positioning → theory-building → research-design → data-analysis → tables-figures → writing-style → data-and-transparency → review-process → submission → rebuttal
Iterate: AJS papers typically loop theory ↔ design ↔ analysis several times before writing-style — the theoretical contribution usually sharpens late.
Calibration anchors (what an AJS trajectory feels like)
Orienting heuristics, not editorial guarantees; confirm volatile specifics against the journal's current submission guidelines.
- Long-form, theory-first. AJS tolerates sustained argument that runs longer than the ASR norm; the router never pushes "trim to a cap," only "make every page earn its theoretical keep," and routes a competent-but-thin paper back to
ajs-theory-buildingfirst. - Craftsmanship and patience. AJS rewards a carefully built argument and a clean evidentiary trail, so the router prioritizes depth-of-construction skills over format skills; the realistic first-round outcome for a promising paper is a substantial R&R, not acceptance.
Stage-to-symptom dispatch (route on the complaint, not the calendar)
| The author says… | Route to |
|---|---|
| "Reviewer 2 called it atheoretical." | ajs-theory-building |
| "It feels too narrow for a flagship." | ajs-topic-selection |
| "They said I reinvented the wheel." | ajs-literature-positioning |
| "The design can't bear my claim." | ajs-research-design |
| "Robustness wall, no payoff." | ajs-data-analysis |
| "Desk-returned before review." | ajs-review-process then ajs-submission |
Worked micro-example (illustrative numbers)
A comparative-historical study of why labor-incorporation regimes diverged across four Latin American states opens the router unsure where to begin. The empirics are rich but the contribution reads as "these four cases differed," so the router sends them to ajs-topic-selection, then ajs-theory-building to name the mechanism (an illustrative "elite splits during a critical juncture lock in durable incorporation patterns"), then ajs-research-design for most-different case selection, looping theory↔design twice before prose polish. At an illustrative 19,000 words the paper is long but not disqualified — provided every section advances the argument.
Anti-patterns
- Treating AJS like a field journal — the contribution must be in dialogue with current sociology
- Submitting an "opinion" or current-events interpretation rather than original research (AJS prejects these)
- Assuming the ASA Style Guide applies — AJS uses its own house style (route to
ajs-writing-style) - Forgetting the $30 submission fee / sole-author grad-student waiver (route to
ajs-submission) - Leaning on a bare finding with no portable theoretical payoff
- Routing as if speed-to-acceptance were the goal; the AJS path optimizes depth, and a substantial R&R is a normal milestone
Output format
【Stage】idea / positioning / theory / design / analysis / exhibits / writing / transparency / review / submit / rebut
【Type】research article / Comment / Reply / book review
【Route to】ajs-<skill>
【Why】one line
【Then】the next skill after that
Supplementary resources
../../resources/external_tools.md— sociology data + software by tradition../../resources/official-source-map.md— official AJS URLs behind every fact in this pack