asr-theory-building — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited asr-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 ASR a finding becomes a contribution when it is attached to a theoretical argument other sociologists can use. This skill turns evidence into theory: explicit mechanisms, scope conditions, and concepts, in the idiom appropriate to your method.
and distinguish them from neighbors.
conditions.
become tests in asr-research-design.
conditions, conjunctures, path dependence) rather than a loose narrative.
elsewhere. Say what the site is a case of.
Ask: Could a sociologist in another subfield import this mechanism or concept to their own problem? If yes, you have a discipline-level contribution. If it only works for your case, generalize the logic or reframe (back to asr-topic-selection).
At the ASA flagship, the premium is on a mechanism a sociologist in another subfield could carry to a different problem. Referees grade portability, not local cleverness.
| Referee judgment | A passing argument shows | A failing argument shows |
|---|---|---|
| "Merely descriptive" | a named mechanism generating the pattern | an association with no "why" |
| "Case-bound" | a concept that travels beyond the site | insight that only fits this case |
| "Atheoretical" | scope conditions + observable implications | a finding with no stated theory |
| "Where's the payoff?" | what general understanding shifts | a point only its subfield notices |
An ethnography of a public defender's office is built from observation to a portable claim.
Observation: defenders triage clients by perceived "workability" under caseload pressure
Concept: "administrative triage" — a frontline rationing logic, distinct from bias and formal rules
Mechanism: resource scarcity + discretion → categorization that reproduces inequality
Scope conditions: high-caseload, discretion-rich street-level bureaucracies
Implication: where caseloads fall, triage categories should weaken (a testable corollary)
Portability: an organizations or welfare scholar could import "administrative triage" directlyThe site work yields a concept and mechanism another subfield can use — the move from a vivid case to a discipline-level contribution ASR rewards.
what structural conditions — before the evidence.
that could adopt it.
unserious.
setting-bound finding, however clean, under-performs.
the results are known reads as HARKing to expert referees.
over one buried under data — hedge the scope, not the claim.
【Core claim】one sentence
【Mechanism】the social process / causal logic
【Key concept(s)】defined and distinguished
【Observable implications】testable consequences → research-design
【Scope conditions】populations / periods / contexts where it holds
【Portability】who else can use this argument
【Next】asr-research-design../../resources/external_tools.md — analysis tooling across methods../../resources/official-source-map.md — ASR scope and contribution expectations~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.