Delete image_detector.py

image_detector.py

@@ -1,50 +0,0 @@
-"""
-Image quality detector based on generation time.
-"""
-
-import logging
-from typing import Dict, Any
-from agentic_reliability_framework.runtime.agents.base import BaseAgent, AgentSpecialization
-from ai_event import AIEvent
-
-logger = logging.getLogger(__name__)
-
-class ImageQualityDetector(BaseAgent):
-    """
-    Detects potential quality issues in generated images.
-    Currently uses generation time as a proxy; can be extended with CLIP or aesthetic models.
-    """
-
-    def __init__(self):
-        super().__init__(AgentSpecialization.DETECTIVE)
-        self._thresholds = {'generation_time': 2.0}  # seconds
-
-    async def analyze(self, event: AIEvent) -> Dict[str, Any]:
-        """
-        Analyze image generation event.
-        Expects `retrieval_scores` to contain [retrieval_score, generation_time].
-        """
-        gen_time = 1.0
-        if event.retrieval_scores and len(event.retrieval_scores) > 1:
-            gen_time = event.retrieval_scores[1]
-
-        flags = []
-        if gen_time > self._thresholds['generation_time']:
-            flags.append('slow_generation')
-
-        confidence = max(0, 1.0 - (gen_time / 5.0))
-
-        return {
-            'specialization': 'image_quality',
-            'confidence': confidence,
-            'findings': {
-                'flags': flags,
-                'generation_time': gen_time,
-                'quality_issues': flags
-            },
-            'recommendations': [
-                "Use a simpler prompt",
-                "Upgrade hardware",
-                "Reduce resolution"
-            ] if flags else []
-        }