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Use when starting or navigating any Annals of the American Association of Geographers (Annals of the AAG) manuscript and you need the entry point. Routes to the right sub-skill based on lifecycle stage and which of the journal's four areas (plus the cross-disciplinary track) the paper targets. It dispatches; it does not draft content.
Passed 19 of 24 test cases with the skill, and 3 of 24 without it.
and 28 more in the full report
18 fixed1 passed either way3 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 18 test cases the skill fixed. Same model, same prompt, with and without the skill.
We just completed aaag-topic-selection for a new human geography paper. What is the designated next step in the standard default workflow sequence?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies aaag-literature-positioning as the next skill in sequence. | Missed | Passed |
The instructions your model reads when the skill loads.
The orchestrator for an Annals submission. Figure out the stage and the area, then send the user to the matching skill. The Annals is the broad four-area flagship of the discipline — the router's first job is to make the paper legible as geography, not just as a domain study that happens to use maps or coordinates.
aaag-rebuttal)The Annals routes manuscripts to a subject editor by area; the area you declare shapes the reviewers and the bar. Pick the closest, or General Geography if the contribution is discipline-wide.
| Your work | Area | Watch for |
|---|---|---|
| Spatial analysis, GIScience, modeling, geocomputation | Geographic Methods | method must advance geographic inference, not just apply a tool |
| Social/cultural/economic/political/urban geography, often qualitative | Human Geography | engage geographic theory; not a sociology paper with a map |
| Coupled human-environment systems, political ecology, hazards, land change | Nature and Society | both sides (nature and society) must be theorized |
| Geomorphology, biogeography, climatology, remote sensing of the environment | Physical Geography, Earth & Environmental Sciences | rigor of an earth-science venue + geographic framing |
| Contribution spans areas / is discipline-wide | General Geography (cross-disciplinary) | say why all geographers should care |
aaag-submission)| Format | Scope | Cap (verify; 检索于 2026-06) |
|---|---|---|
| Article | full original study | ≤ 11,000 words incl. abstract, refs, notes, tables, figure captions |
| Forum | curated multi-author debate | intro 2,500 + papers 5,000 each, ≤ 25,000 total |
| Commentary | response/short intervention | < 2,000 words incl. references |
Area fit & framing? → aaag-topic-selection
test cases passed, vs 3 / 24 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.