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Recover and consolidate benchmark runs with public dashboard exports - #123
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Add LFM2.5 benchmarking with a 2048-token default output budget, selective recovery with configurable output limits, and immutable latest-attempt consolidation. Consolidation preserves source provenance, recalculates metrics, and remains distinct from uniform-budget CURRENT evidence.
Dashboard exports atomically refresh one redacted public JSON bundle for every view. The frontend supports loading that bundle from a configured URL; the generated public snapshot is included. The Korgis submodule points to the model-profile commit in daniele21/korgis#252, which must merge first.
Also fix existing lint issues and add the missing Gemini placeholder to the offline catalog-configuration CI smoke; this step makes no provider calls.
Validation: 119 Python tests on an isolated source copy, 2 frontend bundle tests, frontend build, all 18 GitHub check runs and exact-SHA local-ci/mac passed. Existing unrelated local changes are excluded.