aaag-topic-selection — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited aaag-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.
The Annals is the AAG's broad four-area flagship. A topic earns a place by being geographic — space, place, scale, region, or spatial process is constitutive of the question — and by speaking to one of the journal's areas with enough reach that geographers outside that subfield see why it matters.
yes, it is not yet a geography paper — the geography must do theoretical work, not just locate data.
stake? An over-narrow result that only its sub-sub-field cares about is an Annals off-fit.
| Area | Core of a strong topic | Off-fit signal |
|---|---|---|
| Geographic Methods | a method/model that improves geographic inference (spatial dependence, scale, MAUP, uncertainty) | a generic ML/stats trick with a coordinate column bolted on |
| Human Geography | a spatially/relationally theorized account of social process | a sociology/anthropology paper with a study-area map |
| Nature and Society | a coupled human-environment dynamic where both sides are theorized | one side asserted as backdrop to the other |
| Physical Geography, Earth & Environmental | an earth-surface/environmental process with geographic framing and earth-science rigor | a lab/RS result with no geographic question |
| General Geography | a contribution that reorders how all geographers see something | a paper that just won't pick an area |
is the sub-field and the advance is incremental within it.
or to a cross-cutting concern (scale, place, environment-society, spatial method).
A draft asks "what predicts urban tree-canopy loss in City X?" and maps the result by census tract.
Delete-test: remove the map and "tract" → "what predicts canopy loss?" survives → geography decorative
Repair: reframe around SCALE — does the predictor of loss change with the unit/scale of analysis, and
what does that imply for where canopy is added? Now space is the argument, not the backdrop.
Area: Nature and Society (canopy = environment-society) or Methods (if the scale claim leads)
Reach: a methods reader gets a MAUP/scale lesson; a nature-society reader gets an equity mechanismThe repaired version makes the geography load-bearing and gives a neighboring subfield a reason to read.
aaag-workflow【Area】Methods / Human / Nature-Society / Physical / General
【Geographic core】the space/place/scale/process the argument turns on
【Reach】why a neighboring-subfield geographer cares
【Venue check】Annals vs. specialty (one line)
【Type】Article / Forum / Commentary
【Next】aaag-literature-positioning../../resources/exemplars/library.md — real Annals papers by area × method to calibrate fit../../resources/official-source-map.md — areas, scope, and article types~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.