General government spending as share of GDP, excluding transfers already captured under fiscal.transfer_expansion to avoid double-counting.
Progressivity of the personal income tax schedule, including top marginal rates, bracket spread, and targeted credits (EITC-equivalents).
De jure and de facto independence of the central bank from fiscal authority. Per D.1.5 scope, one of the framework's defensible monetary positions.
38-month blended Extended Fund Facility / Extended Credit Facility approved by IMF Executive Board on 2 Apr 2021 (initially USD 2.34bn, augmented to ~USD 3.6bn+ through successive reviews; RSF added Jul 2023). Programme anchored on (a) fiscal consolidation via revenue mobilisation (Finance Acts 2021-2024), (b) SOE reform (Kenya Airways, Kenya Power), (c) monetary framework modernisation and FX-market functioning, and (d) climate-resilience reforms (RSF). Straddled both Kenyatta (2021-2022) and Ruto (2022-2025) administrations. Ninth review concluded Oct 2024; programme ended without a 10th review and without a successor arrangement in early 2025 after Gen-Z protests forced withdrawal of revenue measures.
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.