Targeted industrial and sectoral subsidies (renewable energy, chip manufacturing, agriculture, green hydrogen, etc).
Rule of law as institutional substrate — contract enforcement, judicial independence, equal treatment before the law. Upstream of most other axes.
Government announcement 17 January 1977 of IMF-recommended cuts to bread, flour, rice, sugar, and cooking-gas subsidies triggered nationwide riots 18-19 January ('intifada al-khubz'). 800+ deaths. Subsidy cuts reversed within 48 hours. Established the political third-rail status of consumer subsidies in Egypt for decades and made subsequent adjustment programmes structurally timid.
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.