memory/concepts/user-drift-report.md

User Drift Report — 2026-09-07

Recent window: Last 14 days (463 msgs) Baseline: Previous 90 days (5608 msgs)

Detected Drifts

• message_length: Messages 61% longer (baseline: 1088 chars → recent: 1749)
• new_focus: New dominant topics: security, ai_ml
• declining_focus: Topics fading from focus: proxmox, gitops

Signal Summary

Metric	Baseline	Recent
Avg msg length	1088	1749
Frustration rate	4.0%	7.8%
Correction rate	6.9%	11.2%
Action-first	1.7%	0.4%
Top topics	ceph, proxmox, k8s	security, backup, ai_ml

Recommendations

• Consider adding domain knowledge for new focus areas