Add human-led conversation learning loop

config.yaml

@@ -63,6 +63,18 @@ conversations:
     killConfidence: 0.8
     flagConfidence: 0.6
 
+learning:
+  captureEnabled: true       # Build an auditable dataset without changing messages
+  generationEnabled: false  # Enable only after the candidate policy passes offline evaluation
+  shadowMode: true           # Record which examples would be used without injecting them
+  maturityHours: 12
+  maxContextExamples: 3
+  maxTurnsPerExample: 8
+  humanExampleSlots: 2
+  autonomousExampleSlots: 1
+  minimumAttributionConfidence: exact
+  policyVersion: baseline-v1
+
 pushNotifications:
   # Phone push via ntfy. The topic is world-readable to anyone who guesses it,
   # so use an unguessable name. Set NTFY_AUTH_TOKEN for a protected topic.