Immigration policy openness — work visas, family reunification, asylum processing, border enforcement posture.
Rule of law as institutional substrate — contract enforcement, judicial independence, equal treatment before the law. Upstream of most other axes.
November 2020 amendments to the UAE penal code decriminalised consumption of alcohol by residents (removing the licence requirement for non-Muslims), ended criminal penalties for unmarried cohabitation, and reformed provisions on honour-related violence. Framed as expatriate-friendly social liberalisation.
Per invariant 3, reforms are scored by what they did on each channel-separated axis, not by the party that enacted them. This fingerprint is how the policy-match engine finds historical analogues.
Explicit links are curated by the author. Inferred links are hypotheses in the library that test the same axes this policy moved — the framework's answer to "what does the data say about a policy like this?".
Ranked by axis-fingerprint overlap with this policy. Direction match bolded — those are the closest historical analogues. Shape of the match is what drives policy-outcome comparison, not the country or party label.