Use when deciding whether a sociology project fits the American Journal of Sociology (AJS) and how to frame it. AJS is the discipline's oldest generalist journal, with a premium on theoretical ambition and dialogue with current sociology; the test is general significance plus a portable theoretical payoff, not subfield novelty alone. Helps frame the question; it does not collect data.
SkillScore86Maintained
Automatic
◆Research pack
Last verified 8/15/2026
What it changes
Passed 19 of 22 test cases with the skill, and 8 of 22 without it.
Without skill36%
With skill86%
Checks it passed that the model alone missed
Identifies 【Fit verdict】 as strong
Identifies 【Type】 as research article
Identifies 【Fit verdict】 as needs reframing
and 5 more in the full report
11 fixed8 passed either way3 still failing0 broke
Pass-rate lift
+50 pp
Tokens
+40%
Agent turns
0%
Response time
-35%
Model gemini-3.6-flashMeasured 8/15/2026v119 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 11
Prompt
If a manuscript clears all four parts of the AJS fit test with a portable idea, what is the specific recommended next workflow step according to standard AJS submission planning?
What was checked, without and with the skill
Checked
Without skill
With skill
Recommends proceeding to ajs-literature-positioning
Missed
Passed
case-15 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md88 linessingle file
Topic Selection & Fit (ajs-topic-selection)
AJS is the oldest journal in sociology and a generalist venue published by the University of
Chicago Press. The bar is not "new to my subfield" — it is "in dialogue with current sociology and
theoretically ambitious." AJS literally prejects papers that are not original sociological research
in dialogue with the field. Use this skill to pressure-test fit before you invest.
When to trigger
Choosing among possible projects or framings for an AJS submission
A colleague said the paper feels "too narrow," "descriptive," or "atheoretical"
Deciding whether the contribution warrants a full article or is better as a Comment on a
published AJS piece
Weighing AJS against ASR or a field journal
The AJS fit test
A strong AJS paper usually clears all four:
In dialogue with current sociology. It engages live debates the field is having — not an
opinion essay, a current-events interpretation, or a topic spoken about only outside sociology.
A portable theoretical payoff. AJS prizes theory: the paper changes how the field thinks,
not just what it knows. A bare result is rarely enough (see ajs-theory-building).
General significance. A sociologist in a different area should see why it matters — for theory,
mechanisms, or how we understand social structure, culture, action, or change.
Done rigorously for its kind. Quantitative, comparative-historical, ethnographic, network, or
formal — each is welcome, each judged on its own terms (see ajs-research-design).
a long, theory-driven or comparative-historical study
a tightly bounded contribution at a hard cap
Both are sociology flagships, but they are different journals with different houses, styles, and
review systems. Pick deliberately; do not assume a generic "top sociology journal" template.
Use when deciding whether a political-science project fits the American Political Science Review (APSR) and which of its five tracks to target. APSR is the discipline's generalist flagship, so the test is general significance across subfields, not subfield novelty alone. Helps frame the question; it does not collect data.