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feat: E-BFMI and max-treedepth saturation in the convergence report #180

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@thomaspinder

Cut from #142 scope (planner step 7). az.bfmi (warn < 0.3) and max-treedepth saturation are genuinely VAR-relevant; treedepth needs a backend name map (reached_max_treedepth pymc vs maxdepth_reached nutpie). ~15 lines + tests. Files: src/impulso/diagnostics.py.

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