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social-science-analysis
Social science research methods including survey design, qualitative analysis, content analysis, network analysis, psychometrics, and mixed methods. Covers sociology, psychology, political science, education, and communication studies. Use when user designs surveys, analyzes qualitative data, does content analysis, builds scales, or uses mixed methods. Trig…
computational-sociology
Computational social science methods: social media data collection, bot detection, network homophily, echo chamber analysis, and conjoint survey experiments.
Sociology
Support sociological thinking from first observations to academic research.
administrative-science-quarterly
Use when targeting Administrative Science Quarterly (ASQ) or deciding whether an organization theory / sociology-of-organizations manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
ai-hive-role-sociology-researcher
社会学研究员助手：使用你提供的合法授权访谈、研究问题和去标识化要求，完成主题编码草案、原话证据和相反案例。适合处理“社会学访谈怎么整理”“质性研究主题编码”等岗位任务。结合实际可用的Agent工具与极睿科技AI-HIVE模型/MCP能力，保留资料出处与待确认项。官网：https://ai-hive.iclip.cn/chat。
ajs-data-analysis
Use when planning or auditing the analysis of an American Journal of Sociology (AJS) manuscript so the evidence credibly supports the theoretical claim. Covers analysis norms, uncertainty, robustness, and triangulation across quantitative, comparative-historical, and ethnographic work. Improves the analysis chain; it does not fabricate results.
ajs-data-and-transparency
Use when handling data documentation, sharing, and confidentiality for an American Journal of Sociology (AJS) manuscript. AJS does NOT advertise a mandatory editor-verified replication package like APSR/AJPS; document thoroughly, share what you ethically can, and verify the current policy. Prepares documentation; it does not over-state requirements.
ajs-literature-positioning
Use when positioning an American Journal of Sociology (AJS) manuscript within the literature so it reads as in dialogue with current sociology. AJS reviewers are assigned by readers who locate the paper's substantive area and method, and the journal prizes engagement with live theoretical debates. Maps the conversation; it does not write the literature revi…
ajs-rebuttal
Use when responding to an American Journal of Sociology (AJS) decision — an R&R response letter to multiple double-blind reviewers and the editor, or an author Reply to a published Comment in AJS's Comment-and-Reply tradition. Structures a persuasive, evidence-based response; it does not fabricate results or contact editors.
ajs-research-design
Use when defending the research design of an American Journal of Sociology (AJS) manuscript on its own methodological terms — quantitative, comparative-historical, ethnographic, network, or formal. AJS judges each kind of work by the standards of its tradition; the design must support the theoretical claim. Defends the design; it does not run the analysis.
ajs-review-process
Use to understand how the American Journal of Sociology (AJS) evaluates a manuscript — its distinctive student-run, double-blind review out of the University of Chicago Department of Sociology, the "preject" screen, reviewer assignment by a Manuscript Assignment Board, and decision categories. Sets expectations and shapes the paper to survive review; it doe…
ajs-submission
Use when running the final pre-submission preflight for the American Journal of Sociology (AJS) via Editorial Manager — the $30 submission fee (waived for sole-author grad students), the separate cover page for double-blind review, the ~150-word abstract, mandatory figure alt text, AJS house style, and the originality statement. Final checks; it does not dr…
ajs-tables-figures
Use when building tables and figures for an American Journal of Sociology (AJS) manuscript to AJS house conventions — discrete consecutive numbering, appendix-table lettering, separate exhibit sections after the text, and mandatory alt text for every figure at submission. Prepares exhibits; it does not generate data.
ajs-theory-building
Use when building the theoretical argument of an American Journal of Sociology (AJS) manuscript into a portable, discipline-level contribution. AJS prizes theoretical ambition above a bare finding — explicit concepts, mechanisms, and scope conditions, in the idiom of the work (quantitative, comparative-historical, ethnographic, or formal). Structures the ar…
ajs-topic-selection
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 questio…
ajs-workflow
Use as the entry point for any American Journal of Sociology (AJS) manuscript. Routes to the right AJS sub-skill based on where you are in the lifecycle and whether the piece is a research article, a Comment/Reply, or a book-review response. It dispatches; it does not draft content.
ajs-writing-style
Use when shaping the prose, structure, and citations of an American Journal of Sociology (AJS) manuscript to AJS's own author-date house style (NOT the ASA Style Guide). AJS rewards theoretically ambitious, generalist-legible writing and has specific notes/references conventions. Polishes the writing; it does not invent content.
aos-literature-positioning
Use when situating an Accounting, Organizations and Society (AOS) manuscript in the literature — entering one of the journal's own long-running conversations, engaging the interdisciplinary sources (organization theory, sociology, psychology) those conversations draw on, and marking precisely what the paper adds. Positions the argument; it does not build th…
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