aaag-theory-building — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited aaag-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.
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.
An Annals paper is judged on the geographic argument, not only the result. The contribution must do conceptual work with geography's own apparatus — space, place, scale, region, territory, landscape, environment-society relations, spatial process — and be portable enough that other geographers can use it.
Pick the concept the paper actually moves and make it load-bearing:
| Area | What "theory" looks like | The bar |
|---|---|---|
| Methods | a formal/computational claim about geographic inference | generalizes beyond one dataset; states assumptions |
| Human | a social-spatial mechanism or relational concept | engages social theory as geography |
| Nature-Society | a mechanism coupling biophysical and social process | both sides theorized; feedbacks named |
| Physical | a process model / hypothesis about earth-surface behavior | testable, scale-aware, mechanism-explicit |
| General | a cross-area conceptual move | reorders how multiple areas see the topic |
State the contribution as a sentence another geographer could import: "___ is best understood as ___ rather than ___, which means [a different subfield] should expect ___." If the contribution cannot be lifted out of your case, it is a finding, not yet a geographic argument.
scale the process clusters" is the argument).
explicit scale and place boundaries.
aaag-literature-positioning).A finding: "flood-relief funds reached richer neighborhoods faster in City X."
Pattern only: "relief was spatially unequal" (a map, not a concept)
Geographic argument: relief speed is governed by administrative SCALE mismatch — funds routed through
units that do not match the geography of need, so the same policy produces uneven relief by design
Mechanism: scalar mismatch between funding units and exposure units
Scope conditions: holds where exposure crosses administrative boundaries; breaks where they coincide
Portability: any geographer studying service delivery can ask whether the governing unit matches the
geography of the problem — the concept lifts out of floodsThe pattern becomes a portable claim about scalar mismatch, not a description of one city's floods.
【Geographic concept】scale / place / space-time / environment-society / representation
【Mechanism】the process the argument turns on
【Scope conditions】where it holds / breaks
【Portability】the import sentence
【Next】aaag-research-design../../resources/exemplars/library.md — papers whose contribution is a portable geographic concept../../resources/official-source-map.md — area definitions and scope~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.