Targeted industrial and sectoral subsidies (renewable energy, chip manufacturing, agriculture, green hydrogen, etc).
Size of cash and near-cash transfer programmes (unemployment benefits, means-tested assistance, universal child benefits). Architecturally distinct from forced-saving schemes — see condition welfare_architecture.
General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Second-term development blueprint announced by President Kenyatta in the 12 Dec 2017 Jamhuri Day address, identifying four priority pillars: (1) food and nutrition security, (2) universal health coverage (UHC, piloted in 4 counties Dec 2018, rolled out 2020), (3) affordable housing (500k units target), and (4) manufacturing (target 15% of GDP by 2022). Operationalised through budget-priority re-tagging, UHC-linked NHIF expansion, and the Affordable Housing Programme framework that later became the basis of the Ruto-era housing levy.
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.