Policy posture toward energy supply security — domestic production capacity, import diversification, strategic reserves, nuclear stance, fossil-fuel mix discipline.
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.
Niger moved into large-scale crude-oil exporting through the Niger-Benin pipeline and related CNPC-backed upstream development in 2024. The export regime expanded petroleum production capacity, shifted Niger from a small domestic refinery-oriented oil producer toward export revenue dependence, and made pipeline security and cross-border logistics central to the state's fiscal strategy.
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 pipeline also exposed Niger to cross-border disruption with Benin; the axis coding captures the formal export-capacity policy, not uninterrupted realized flows.