demog-literature-positioning — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited demog-literature-positioning (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.
Demography editors screen for whether a paper is "of general interest to demographers." A paper that engages only a narrow applied literature — and not the demographic conversation it belongs to — reads as off-fit and risks desk rejection. The goal is to place the paper where population scientists across components can see the gap and the move.
population science your paper speaks to — a contested trend, an unexplained gap, a measurement dispute, a mechanism debate.
general demographers (why it matters for population change). A mortality reader should see why your fertility paper matters.
contested in the demographic record, and why resolving it advances population science.
show component Y, not X, drives it" — or "the standard measure conflates tempo and quantum; we separate them."
rival explanation and say how your design adjudicates it (hand off to demog-research-design).
| If your paper is… | also engage… |
|---|---|
| an estimate of a fertility/mortality/migration trend | the broader population-change literature it bears on |
| a measurement or formal-demographic advance | the substantive literatures that will use the measure |
| a single-country case | the comparative/general demographic theory it speaks to |
| a health or family outcome | the demographic consequences (aging, structure, life expectancy) |
demog-submission)Run this as a concrete capability pass. First lock the demographic process, data source, time scale, selection/migration/mortality issue, and uncertainty; then test whether the manuscript addresses population-science reviewers who inspect demographic process, measurement, cohort/period logic, and population validity.
claim / evidence / blocker / next edit rows so the next pass can patch the manuscript directly.resources/official-source-map.md for volatile rules and name the one unresolved fact that could change the recommendation.【Conversation】the open demographic question / contested trend
【Key works】the 3-6 that define it (incl. cross-component)
【Gap】what is mismeasured / unexplained / contested
【Move】how this paper changes the demographic record or understanding
【Strongest rival】and how the design will adjudicate it
【Next】demog-theory-building../../resources/external_tools.md — population data sources to anchor the literature../../resources/official-source-map.md — Demography aims, scope, and "general interest" standard~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.