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CODE_REVIEW_SUMMARY.md

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+# Code Reviewer - Session Summary
+
+## Completed Reviews (2026-03-18)
+
+### FRE-322: Code Review: Text Annotation & Speaker Resolution ✅
+**Status:** APPROVED with minor suggestions
+
+**Files Reviewed:**
+- `src/annotator/__init__.py`
+- `src/annotator/pipeline.py` (306 lines)
+- `src/annotator/dialogue_detector.py` (255 lines)
+- `src/annotator/context_tracker.py` (226 lines)
+- `src/annotator/speaker_resolver.py` (298 lines)
+- `src/annotator/tagger.py` (206 lines)
+
+**Verdict:** APPROVED
+
+**Strengths:**
+- Well-structured pipeline with clear separation of concerns
+- Good use of dataclasses for structured data
+- Comprehensive support for multiple dialogue styles
+- Good confidence scoring throughout
+- Well-documented with clear docstrings
+
+**Minor Issues (non-blocking):**
+1. pipeline.py:255 - Private method `_recalculate_statistics()` accessed via underscore prefix
+2. context_tracker.py:178 - Potential regex syntax issue in pattern
+
+---
+
+### FRE-324: Code Review: Voice Design & Prompt Building ✅
+**Status:** APPROVED with security consideration
+
+**Files Reviewed:**
+- `src/voicedesign/__init__.py`
+- `src/voicedesign/voice_manager.py` (296 lines)
+- `src/voicedesign/prompt_builder.py` (162 lines)
+- `src/voicedesign/description_generator.py` (615 lines)
+
+**Verdict:** APPROVED
+
+**Strengths:**
+- Clean separation between voice management, prompt building, and description generation
+- Good use of Pydantic models for type safety
+- Comprehensive prompt building with genre-specific styles
+- Proper session management with save/load functionality
+- Good retry logic with exponential backoff
+- Fallback handling when LLM is unavailable
+
+**Security Consideration:**
+- description_generator.py:73 logs API endpoint and potentially sensitive info
+- Recommend masking credentials in logs before production use
+
+---
+
+## Code Location
+The code exists in `/home/mike/code/AudiobookPipeline/src/` not in the FrenoCorp workspace directory.
+
+## Next Steps
+The reviews are complete. Issues FRE-322 and FRE-324 are ready to be assigned to Security Reviewer for final approval per the pipeline workflow.