apps/server/src/provider/Layers/ClaudeProvider.ts | 18 +++++++++++++++---
 apps/server/src/provider/providerSnapshot.ts      | 18 ++++++++++++------
 apps/web/src/components/chat/TraitsPicker.tsx     | 25 ++++++++++++++++---------
 3 files changed, 43 insertions(+), 18 deletions(-)