ajs-theory-building — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited ajs-theory-building (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
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Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
AJS is, historically and today, the discipline's most theory-forward flagship — it was founded (1895) to "build up a fund of social theory," and it still rewards a portable idea over a bare result. A finding is not an AJS contribution until it is attached to an argument sociologists can carry to other problems. This skill turns evidence into theory.
structural conditions.
become the tests in ajs-research-design.
just chronology.
Ask: Could a sociologist in another area import this concept or mechanism to their own problem? If yes, you have a discipline-level contribution. If it works only for your exact case, generalize the logic or reframe (back to ajs-topic-selection).
AJS sits at the high end of the discipline's appetite for theory; these rungs are an orienting heuristic, not an editorial rubric. Confirm fit against the journal's current submission guidelines.
| Rung | What the paper offers | Likely AJS verdict |
|---|---|---|
| 0 | A clean finding, no portable idea | often prejected as "just a finding" |
| 1 | Finding + a mechanism for one case | promising but thin |
| 2 | Mechanism + scope conditions + observable implications | the modal strong AJS submission |
| 3 | A concept others import to new problems | the AJS target — discipline-level |
Aim for rung 2 minimum; rung 3 wins. This bar distinguishes AJS from venues that reward a parsimonious estimate (e.g., ASR): AJS pays a premium for depth and theoretical reach, even at the cost of length.
A recurrent AJS referee complaint is "engagement with the classics missing." Theory-forward reviewers expect the argument located against foundational work — not name-dropped, but used. If your mechanism echoes Weber on authority or Durkheim on solidarity, say so and show what you add.
| Referee writes… | The AJS-specific fix |
|---|---|
| "Empirically competent but theoretically thin." | climb to rung 2–3; state the concept the field can carry |
| "Mechanism under-theorized." | specify who does what, why, under which structural conditions |
| "Engagement with the classics missing." | situate against and extend a foundational theory |
| "Reads as description." | surface the portable concept; state stakes early |
Illustrative: an online mutual-aid network study draws "competent description, theoretically thin." Climbing the ladder, the author names a mechanism — an illustrative "dense reciprocal ties convert episodic generosity into durable obligation when exit is visible to third parties" — adds scope conditions, and engages Durkheimian solidarity to show the move extends the classic, shifting from rung 1 to rung 3.
【Core claim】one sentence
【Concepts】key constructs, precisely defined
【Mechanism】the social process / causal narrative
【Observable implications】testable or recognizable consequences → research-design
【Scope conditions】where it holds / fails
【Portability】who else in sociology can use this argument
【Next】ajs-research-design../../resources/external_tools.md — analysis tooling across traditions../../resources/official-source-map.md — AJS's theory-forward scope and "original sociological research" expectation~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.