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Get Started Free →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.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 46% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 27% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 80% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 3% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 84% | 0% |
AJS has specific house conventions for exhibits, and it now requires alt text for every figure at submission. Get the mechanics right so the exhibits read cleanly under double-blind review and pass straight into production. Verify current formatting against the AJS Manuscript Preparation pages and Formatting PDF before submission.
prefers numbering discrete items separately (table 1, table 2, table 3 …) rather than grouping several panels under one number.
following the text, in that order — not embedded inline.
included with the figure captions at the time of submission.
title/notes.
network structure) over dense coefficient dumps where a plot would communicate better.
| Slip referees and production catch | AJS-specific fix | |------------------------------------|------------------| | Panels grouped under one number | discrete, consecutive: table 1, 2, 3 | | Appendix table continues the main sequence | letter it: table A1/B1 | | Exhibit embedded inline | move to the separate post-text sections | | Perfunctory or missing alt text | one descriptive line per figure, with captions | | Exhibit unreadable without the body | state units, N, source in title/notes |
Craft heuristics fitting AJS's culture, not graded rules; confirm specifics against the journal's current submission guidelines. Because AJS rewards a carefully built argument, the lead exhibit should carry the theoretical claim, not merely display a model — a figure that makes a mechanism visible (a sequence plot, a network diagram, marginal effects rather than a coefficient dump) does more work than a wall of stars, and pacing the long-form article means placing the claim-bearing exhibit early. Illustrative: a regime-transitions paper buries its headline pattern in table 6; the author promotes it to a lead event-sequence figure, renumbers the rest discretely (tables 1–7), moves diagnostics to a lettered appendix (A1–A3), and gives every figure descriptive alt text.
Generate exhibits from the fitted result, not by retyping numbers (the usual source of body-vs-supplement drift). Full map: execution-with-mcp. AJS is general sociology with a strong theory tradition; apply the chain below to its quantitative-empirical lane.
etable (multi-model columns) or did_summary_to_latex straight from theresult_id.
plot_from_result / enhanced_event_study_plot / event_study_table —axis units and the SE/clustering note baked in.
interpretable units.
See a full fitted-result → exhibit chain in the JF execution walkthrough.
Treat this skill as an executable review pass, not a prose hint. First lock the social process, data leverage, causal or interpretive warrant, and theoretical payoff; then judge whether the current manuscript answers the venue's real reader: sociology reviewers who value deep theory, durable empirical leverage, and careful social-mechanism claims.
claim / evidence / risk / manuscript location rows, so the next agent can edit rather than rediscover the issue.resources/official-source-map.md has been checked for volatile rules and the manuscript has one concrete fix for the largest venue-specific risk.【Main exhibit】the one carrying the central claim (lead with it)
【Numbering】discrete + consecutive? appendix as A1/B1? [Y/N]
【Placement】in separate post-text sections (notes/refs/tables/figures/appendices)? [Y/N]
【Alt text】present for every figure, with captions? [Y/N]
【Self-contained】units / N / source / accessible? [Y/N]
【Next】ajs-writing-style../../resources/external_tools.md — plotting and exhibit tooling../../resources/official-source-map.md — AJS exhibit numbering, post-text sections, and alt-text requirementOther measured skills in the registry, with their headline benchmark lift.