asr-topic-selection — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited asr-topic-selection (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.
Findings & checks · 0 flagged
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.
ASR is the discipline's general journal. The bar is not "new to my subfield" — it is "advances how sociology understands something important." Use this skill to pressure-test fit before investing.
A strong ASR paper usually clears all four:
inequality, institutions, culture, social structure, mechanisms of social life. State the stakes.
we know about one case. A finding tied only to its setting is a fit risk (see asr-theory-building).
ethnographic, network, or computational — each is welcome, each must be rigorous.
references and footnotes in that count).
| Home subfield | Reach the discipline by… |
|---|---|
| Stratification/mobility | connect to general mechanisms of inequality and opportunity |
| Demography | draw out the social process, not just the rate or trend |
| Comparative-historical | extract the portable causal logic, not only the case narrative |
| Ethnography | theorize the mechanism the case reveals; say what it is a case of |
| Networks / computational | tie structure or method back to a substantive sociological question |
words. Engage the original on its own terms; do not smuggle a new study into a Comment.
As sociology's general flagship, ASR's editors screen hardest on whether the question reaches the whole discipline. Use these signals to predict the screening decision before investing months.
| Signal | Good fit | Off-fit / desk-reject risk |
|---|---|---|
| Stakes sentence | "changes how sociology explains X" | "no one has studied Y in setting Z" |
| Audience | a generalist sees the payoff | only the home subfield would cite it |
| Theory | a mechanism that travels | a rate, trend, or case with no "why" |
| Method framing | rigor serving a social question | a technique demonstration |
A scholar weighs two framings of the same survey-plus-interview project on remote work.
Framing A: "Remote work adoption among tech workers, 2020–2024" → descriptive, subfield-only,
high desk-reject risk
Framing B: "How remote work renegotiates the boundary between household and workplace authority"
→ enters a general debate on work, gender, and institutions; generalist stakes are clear
Verdict: B clears all four fit tests; A fails broad significance despite identical data
Type: a full study with a broad claim → Article (≤15,000 incl. refs), not a CommentSame evidence, different fit: the contribution is in the question's reach.
details into support, not the headline.
engaging a published ASR piece.
"advances how sociology understands something" is the test ASR applies.
credible on its own methodological terms — both, not either.
decision-relevant; the Article vs. Comment/Reply distinction is stable.
【Question】one sentence
【Broad significance】who outside the subfield cares, and why
【Theoretical payoff】what general understanding it advances
【Method】quant / demographic / comparative-historical / ethnographic / network / computational
【Type】Article / Comment-Reply
【Fit verdict】strong / needs reframing / off-fit (why)
【Next】asr-literature-positioning../../resources/external_tools.md — sociology data sources by subfield../../resources/official-source-map.md — ASR scope, article types, length caps~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.