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Use when revising an Academy of Management Annals (Annals) review for the house voice — authoritative, integrative, agenda-setting "reviews with an attitude," with a strong problem-first opening and a contribution-stating abstract. Polishes prose and structure; it does not design the framework (amann-organizing-framework) or run the submission preflight (amann-submission).
Passed 17 of 22 test cases with the skill, and 15 of 22 without it.
and 3 more in the full report
5 fixed12 passed either way2 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am drafting an abstract for my literature review on micro-foundations of strategy. Should I phrase it like 'We sample 150 studies and find that dynamic capabilities positively correlate with agility'?
| Checked | Without skill | With skill |
|---|---|---|
| Advises writing the abstract around the review's integrative contribution to the field rather than single empirical findings | Missed | Passed |
The instructions your model reads when the skill loads.
Annals is read by management and organization scholars across subfields, plus allied audiences (organizational psychology, sociology of organizations). The voice is that of a trusted, fair expert who has read the whole field and is willing to say what it got right, what it got wrong, and what to do next. Four qualities define it:
An Annals introduction differs from a research-paper intro and even from a generic review:
frame the field and its problem (what it studies, and the specific way it is fragmented/contradictory/confused) → why a review is needed now (a wave of work, a method shift, a hardened debate) → the organizing framework (the new way of seeing the field — the map the reader is given) → the position and the agenda (the "attitude" and what the review will conclude the field should do) → roadmap (brief).
State the framework and the position early. A review that withholds its organizing idea to a final section wastes the reader's time and reads as indecisive — the opposite of "attitude."
A review abstract describes what the review does for the field: the literature, why a review now, the integrative framework, the critical position, and the agenda. Avoid "we hypothesize / we find a coefficient…"; that is a primary-paper abstract. (Confirm any length/format limits at submission via amann-submission; 待核实.)
Annals reviews are long (~50 pages of text; 检索于 2026-06;以官网为准), and length is a privilege, not a license. Every section must earn its pages by advancing the argument about the field; confirmatory coverage (the lower tiers of amann-evidence-standards) belongs in compact citation clusters, not paragraph-length summaries. Use strong section architecture that mirrors the framework, periodic "where we are / where we go next" cues, and subsection summaries so a reader who puts the review down can re-enter without rereading.
test cases passed, vs 15 / 22 without
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