memory/concepts/user-drift-report.md

User Drift Report — 2026-09-28

Recent window: Last 14 days (1884 msgs) Baseline: Previous 90 days (6185 msgs)

Detected Drifts

• message_length: Messages 98% longer (baseline: 1192 chars → recent: 2361)
• new_focus: New dominant topics: security
• declining_focus: Topics fading from focus: gitops

Signal Summary

Metric	Baseline	Recent
Avg msg length	1192	2361
Frustration rate	4.2%	6.6%
Correction rate	7.1%	8.8%
Action-first	1.5%	0.5%
Top topics	ceph, proxmox, k8s	security, backup, ceph

Recommendations

• Consider adding domain knowledge for new focus areas