intent-router-hardening

Balance recall and escalation in bilingual intent routing by de-weighting recall rather than hard-suppressing it for mid-length requests. Adjust suppression weights in intentRouter and localSearch layers to prevent misrouting direct queries to model escalation.

Use the SIMPLE_DIRECT_TASK gate with Chinese lookahead to enforce boundaries for simple tasks in bilingual contexts. Reuse existing intentRouter rules to ensure recall is de-weighted safely without misclassifying direct Chinese or English requests.

Local-first hardening allows you to adjust IntentClass and TaskMode rules within the existing intentRouter and localSearch layers. This approach reuses current prefetch hooks to tighten boundaries without introducing new global classifiers.

Adjust IntentClass and TaskMode rules by reusing existing intentRouter and localSearch controls to tighten boundaries between recall, execution, and model escalation. Apply the SIMPLE_DIRECT_TASK gate with Chinese lookahead to avoid misclassification in bilingual contexts.

Hard-suppressing recall causes misrouting in bilingual intent routing because it removes viable execution paths for mid-length requests. De-weighting recall instead of hard-suppressing it maintains the balance between recall, execution, and model escalation for bilingual direct requests.