Targeted industrial and sectoral subsidies (renewable energy, chip manufacturing, agriculture, green hydrogen, etc).
General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Trade policy openness — tariffs, non-tariff barriers, FTAs, industrial protection.
Direction of monetary-base expansion decisions relative to trend. Separate from fiscal.transfer_expansion even when correlated.
Yemen's 1995 Economic, Financial and Administrative Reform Program, backed by the IMF and World Bank after the post-unification fiscal crisis, devalued and unified exchange-rate arrangements, reduced budget deficits, cut generalized subsidies, liberalised trade and prices, and began tax and civil-service reforms. The programme was designed to stabilise the rial and public finances after war, oil-revenue volatility, and inherited dual economic systems.
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.
The reform package is coded as macro-stabilisation and liberalisation; later implementation and distributional backlash are separate outcome questions.