test-pattern

To verify conversational patterns trigger and emerge correctly, run the /test-pattern command after recording a vasana. This evaluates whether the pattern activates, propagates through the conversation, and provides perceived value to users.

Iterative testing for conversational AI patterns is a structured validation process using /loop iterations to check if recorded vasanas influence behavior. You need it before relying on newly recorded patterns to ensure they yield useful qualitative signals.

To test if a recorded conversational pattern provides value to users, apply a structured testing framework that evaluates qualitative value signals. This framework checks the pattern's triggering, emergence, and propagation within the Vasana System.

Yes, test-pattern works directly with the Vasana System plugin by validating newly recorded patterns during iterative testing sessions. It requires integration with vasana-pattern testing workflows to confirm patterns trigger and emerge properly.

The best way to validate newly recorded vasana patterns is running the /test-pattern command to verify triggering, emergence, and propagation. This structured approach emphasizes qualitative value signals to confirm the pattern actually works.

Conversational patterns fail to trigger or propagate during iterative testing when the recorded vasana lacks proper integration or sufficient qualitative value signals. Use the test checklist to evaluate the pattern's emergence and adjust its recording.