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.
Ease of hiring/firing, collective-bargaining scope, minimum wage rigidity, temporary/permanent contract regulation.
Replacement of Arbeitslosengeld II / Sozialgeld (Hartz IV) with Bürgergeld effective 1 January 2023: Regelsatz raised to EUR 502 (single adult, then indexed to EUR 563 in 2024), initial two-year Karenzzeit relaxing housing-cost and asset checks, moderated activation sanctions (Sanktions- moratorium then graduated reinstatement), expanded training + coaching budgets. Framed by SPD and Greens as ending the punitive tone of Hartz IV; by FDP and CDU/CSU critics as reducing work incentives. Key Ampel signature social-policy reform.
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.