feat(gfql): add aggregate fast paths and final hardening#1731
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Replacement stack for #1714 (rung 4/4), stacked on rung 3.
Scope: direct one/two-hop aggregates, equal-domain and compile caches, Polars binding-row fix, typing/CI/coverage hardening.
Size: 22 files, +1318/-341 (1,659 changed lines).
Validation: cumulative tree exactly equals reviewed #1714 head c50a0f7; local static gates and 199 CPU/Polars cases pass. GPU validation remains gated on DGX safe_run.