Create image_detector.py

image_detector.py

@@ -1,3 +1,7 @@
+"""
+Image quality detector based on generation time.
+"""
+
 import logging
 from typing import Dict, Any
 from agentic_reliability_framework.runtime.agents.base import BaseAgent, AgentSpecialization
@@ -20,7 +24,6 @@ class ImageQualityDetector(BaseAgent):
         Analyze image generation event.
         Expects `retrieval_scores` to contain [retrieval_score, generation_time].
         """
-        # Default values
         gen_time = 1.0
         if event.retrieval_scores and len(event.retrieval_scores) > 1:
             gen_time = event.retrieval_scores[1]
@@ -29,7 +32,6 @@ class ImageQualityDetector(BaseAgent):
         if gen_time > self._thresholds['generation_time']:
             flags.append('slow_generation')
 
-        # Confidence inversely related to generation time (heuristic)
         confidence = max(0, 1.0 - (gen_time / 5.0))
 
         return {