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Use when judging whether a sociology literature is an Annual Review of Sociology (ARSoc)-scale review topic — mature, broadly important, and genuinely in need of an authoritative cross-subfield synthesis — and framing the review's animating question. Decides fit; it does not gather the literature (arsoc-literature-synthesis) or pitch the Committee (arsoc-proposal-and-commissioning).
Passed 19 of 22 test cases with the skill, and 14 of 22 without it.
and 5 more in the full report
6 fixed13 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our research group wants to synthesize the literature on algorithmic management, automated scheduling, and precarious service work. We are unsure whether this topic fits an Annual Review of Sociology survey or if it belongs in a specialty journal or handbook. Please analyze this topic for us. I need a structured output detailing the targeted subfield, a test-by-test breakdown of the four suitability tests, an animating question addressing current knowledge, the concrete 'why now' trigger, the payoff for scholars outside this immediate subfield, a 4 to 7 strand coverage skeleton, the final venue verdict, the source verification status, and the recommended next step.
| Checked | Without skill | With skill |
|---|---|---|
| The envelope tractability test evaluates whether one author team can synthesize the literature rather than checking article timeliness. | Missed | Passed |
| The output evaluates four distinct tests: maturity, broad importance, need for synthesis, and envelope tractability. | Missed | Passed |
The instructions your model reads when the skill loads.
ARSoc is the Annual Reviews sociology survey series: a yearly volume of invited, authoritative review articles that are accessible to sociologists outside the subfield, not only to its specialists. The reader is a competent sociologist — a culture scholar reading the networks review, a demographer reading the race/ethnicity review — who wants to enter, teach, or locate the open questions of an area they do not currently work in. That cross-subfield reader profile, plus the annual-volume cadence, sets the fit bar. ARSoc covers the breadth of the discipline: stratification, culture, organizations, networks, race/ethnicity, gender, family, demography, political and economic sociology, and more.
A literature belongs in ARSoc when it passes all four. If it fails one, route accordingly.
| Situation | Verdict | Action |
|---|---|---|
| Mature, broadly important, needs synthesis, fits the ARSoc envelope | ARSoc-shaped | → arsoc-proposal-and-commissioning |
| Important but immature | Not yet | revisit in a volume or two |
| Mature but narrow / specialist-only | Wrong venue | a specialty journal's review section |
| Mature, important, but exhaustive and book-length | Wrong venue | handbook chapter (deeper, longer) |
| You have original data/findings to report | Wrong venue | ASR / AJS / Sociological Science / Demography |
| A pure theoretical-development argument (not a survey of evidence) | Wrong venue | Sociological Theory |
An ARSoc review is organized by a question about the subfield, not by a topic label. Before approaching the Committee, write one sentence of each:
test cases passed, vs 14 / 22 without
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