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Use when judging whether a research idea fits Administrative Science Quarterly (ASQ) and has the *surprising* theoretical insight ASQ demands. Sharpens the puzzle and the contribution claim; it does not design the study or write theory sections.
Passed 17 of 22 test cases with the skill, and 3 of 22 without it.
and 11 more in the full report
16 fixed1 passed either way3 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am examining how informal worker networks bypass formal compliance rules in supply chain management. Before doing field research, I want to refine the core question for ASQ suitability. Evaluate this concept and break down the analysis into the main puzzle, organizational fit, overturned assumption, methodological engine, and a filled contribution paragraph framing the study.
| Checked | Without skill | With skill |
|---|---|---|
| Includes the exact tag 【Engine needed】 in the output | Missed | Passed |
| Includes the exact tag 【Contribution claim】 in the output | Missed | Passed |
The instructions your model reads when the skill loads.
ASQ publishes deep, often counterintuitive insight about organizations and the social structures around them. Since its 1956 founding (by James D. Thompson at Cornell), the journal has prized organizational ideas drawn from sociology, psychology, political science, economics, anthropology, and management — not a single home discipline. The bar is not "is this interesting?" but "does this change how we understand organizing?" A finding that merely raises firm performance (the SMJ test) or cleanly tests a hypothesis in a new sample (a common AMJ profile) is not yet an ASQ paper.
Fit test — a strong ASQ paper usually has all four:
Run the idea through these prompts before any data work:
If the best you can do is "no one has studied X in setting S," that is a gap, not a puzzle — keep digging or move to a different journal.
Decide which engine the puzzle needs — this previews asq-methods:
Do not pick method first and reverse-engineer a question. Unlike journals where the quantitative hypothesis-testing template is the default expectation, at ASQ a single deep ethnography or a historical case can be the whole paper if the insight is profound and the craft is high.
test cases passed, vs 3 / 22 without
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