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## What changed - Add shadow selectors that fuse recently invoked skills with character routing-card matches using reciprocal rank fusion. - Add a second variant that also incorporates weighted lexical matches. - Record both variants in the existing shadow-selection experiment, capped at 50 candidates. ## Testing - Cover cold starts, duplicate removal, short exact matches, deterministic ranking, result limits, and truncation metadata. - Extend the skills integration test to verify both selectors recover a skill invoked on an earlier turn. GitOrigin-RevId: 4ff9e91da8cb49ecbce54ab8e760820616e1a1d3