memory/concepts/user-drift-report.md

User Drift Report — 2026-08-31

Recent window: Last 14 days (382 msgs) Baseline: Previous 90 days (5490 msgs)

Detected Drifts

• message_length: Messages 41% longer (baseline: 1083 chars → recent: 1531)
• new_focus: New dominant topics: ai_ml, galera, security
• declining_focus: Topics fading from focus: gitops, ceph, k8s

Signal Summary

Metric	Baseline	Recent
Avg msg length	1083	1531
Frustration rate	4.0%	6.0%
Correction rate	6.8%	8.9%
Action-first	1.7%	0.0%
Top topics	ceph, proxmox, k8s	security, galera, ai_ml

Recommendations

• Consider adding domain knowledge for new focus areas