amanthro-theory-building — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited amanthro-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.
At AA, evidence is not a contribution until it is attached to an argument other anthropologists can use elsewhere. This skill turns fieldwork, material, or measurements into theory: explicit concepts, mechanisms or interpretive logics, scope conditions, and positionality, in the idiom appropriate to your subfield. Thick description is necessary at AA but not sufficient — the "so what" must travel.
interlocutors' own terms (and say where you keep their term and why).
what constraints. Make it legible without flattening complexity.
claim, and what would have disconfirmed your reading.
universalizing the particular.
not only a site- or specimen-specific result.
what you saw, and how your position bears on the interpretation. AA practices an ethics of care; reflexivity is part of the argument's credibility, not a confessional aside.
Ask: Could an anthropologist in another subfield import this concept/mechanism to their own problem? If yes, you have a four-field contribution. If the argument only works for your exact case, tighten it into a general logic or reframe (back to amanthro-topic-selection).
【Core claim】one sentence
【Concept】the key analytic, defined
【Mechanism / interpretive logic】the social process
【Evidence link】what grounds it / what would disconfirm it
【Positionality】how the author's relation to the field bears on the reading
【Scope + portability】where it holds / who else can use it
【Next】amanthro-research-design../../resources/external_tools.md — concept-mapping, qualitative-analysis, and comparative tooling../../resources/official-source-map.md — AA scope and contribution expectations~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.