eursr-theory-building — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited eursr-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 ESR a finding becomes a contribution when it is attached to an explicit mechanism that other sociologists can use and stated as testable hypotheses the design can adjudicate. ESR's house form is often a macro–micro argument: how an institutional or contextual feature shapes an individual-level social process. This skill turns data into theory.
and distinguish it from neighbors; say how it is measured in principle.
institutional conditions. Make the macro–micro link explicit (how context C changes the individual calculus or constraint).
cross-level interactions (does the country/context feature moderate the individual effect?).
argument holds — essential for a comparative claim.
State the argument as a chain a reviewer can test:
Context feature (macro) → changes individual constraint/incentive (micro) → observable outcome
e.g., earlier tracking → earlier high-stakes choice under uncertainty → larger secondary
for lower-SES families (choice-based) SES gapThe cross-level interaction (macro × micro) is usually the hypothesis that carries an ESR paper — it is what cross-national or panel data can identify and a single cross-section cannot.
Ask: Could a sociologist studying a different institution or country import this mechanism? If yes, you have a contribution. If it only works for your wave or country, generalize the logic or reframe (back to eursr-topic-selection).
ESR referees grade portability and the macro–micro logic, not local cleverness or model fit alone.
| Referee judgment | A passing argument shows | A failing argument shows |
|---|---|---|
| "Atheoretical / variable-driven" | a named mechanism + derived hypotheses | a list of significant predictors |
| "Hypotheses tacked on" | predictions stated before the analysis | hypotheses that restate the results |
| "Why does context matter?" | an explicit macro–micro / cross-level link | a country dummy with no mechanism |
| "Where does it stop?" | scope conditions across regimes | an unbounded claim |
A panel study of unemployment scarring is built from data to a portable claim.
Concept: scarring = a lasting wage/employment penalty from a past unemployment spell, net of selection
Mechanism (macro–micro): generous, activating welfare regimes shorten spells and signal less, so the
individual scar is smaller where re-employment support is strong
Hypothesis (cross-level): the scarring penalty (micro) is weaker in high-activation regimes (macro)
→ a macro × micro interaction the comparative panel can test
Scope conditions: prime-age workers; regimes with active labor-market policy; pre-/post-crisis
Portability: a scholar of any state-buffered risk (illness, divorce) can import the buffering logicThe data yield a mechanism and a cross-level prediction another comparative subfield can use — the move ESR rewards.
models; show the predictions are not just the estimates restated.
feature and a cross-level interaction the data can identify.
exists to test how context moderates an individual process — make that the headline hypothesis.
reads as HARKing to expert referees.
sentence, with explicit scope conditions, outperforms one buried under model output.
【Core claim】one sentence
【Mechanism】the macro–micro / causal logic
【Key concept(s)】defined and distinguished
【Hypotheses】directional predictions incl. the cross-level interaction → research-design
【Scope conditions】regimes / periods / populations where it holds
【Portability】who else can use this argument
【Next】eursr-research-design../../resources/external_tools.md — multilevel / SEM / panel tooling across methods../../resources/official-source-map.md — ESR scope and contribution expectations~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.