🧹 AUTO CLEANUP

Removes file-bleed artifacts, duplicate session summaries, and empty entries. Auto-promotes personal facts to Profile layer.

🛡️ QUALITY GATES (ACTIVE)

✅ File bleed blocked — [STUDY FILE:] never saved
✅ Duplicate detection — similar prompts rejected
✅ Quality scoring — weak memories rejected
✅ Smart layer routing — facts → Profile auto
✅ Summary throttle — max 1 per 25 turns
✅ Fact extraction — personal facts pinned

📤 EXPORT FOR ANALYSIS

🧠 JSON 📋 TXT

Share JSON with Claude for memory quality analysis!!