Auto-sync: 2026-08-13

concepts/user-drift-report.md

@@ -0,0 +1,24 @@
+# User Drift Report — 2026-08-13
+
+**Recent window:** Last 14 days (3453 msgs)
+**Baseline:** Previous 90 days (1973 msgs)
+
+## Detected Drifts
+
+- **message_length**: Messages 41% longer (baseline: 863 chars → recent: 1214)
+- **new_focus**: New dominant topics: gitops
+- **declining_focus**: Topics fading from focus: ai_ml
+
+## Signal Summary
+
+| Metric | Baseline | Recent |
+|---|---|---|
+| Avg msg length | 863 | 1214 |
+| Frustration rate | 3.7% | 4.2% |
+| Correction rate | 7.8% | 6.4% |
+| Action-first | 0.9% | 2.2% |
+| Top topics | ceph, proxmox, backup | ceph, proxmox, k8s |
+
+## Recommendations
+
+- Consider adding domain knowledge for new focus areas

log.md

@@ -1,6 +1,15 @@
 # Memory Log
 
-## [2026-07-26] fix | Gitea SSH Push Key + Paperless IngressRoute Hostname
+## [2026-08-13] feat | Memory Architecture Enhancement (arxiv 2602.06052v4)
+- Implemented 3 new automated memory capabilities from survey paper analysis:
+- **Decay & Importance Scoring** (`hindsight_decay_scoring.py`): Monthly cron (1st 03:30). Score = log(1+access)/log(51) × 0.5^(age/90d). Archives score<0.15 with 0 accesses. First run: 200 evaluated, 50 archived.
+- **User Drift Detection** (`user_drift_detection.py`): Weekly cron (Mon 04:00). Compares 14d vs 90d baseline for message length, frustration, corrections, topic shifts, style changes. First run: detected 3 drifts (41% longer msgs, new focus gitops, declining ai_ml).
+- **Skill Health Check** (`skill_health_check.py`): Weekly cron (Mon 04:30). Scans 187 active SKILL.md files for stubs, broken refs, missing pitfalls, staleness, duplicates. First run: 70 healthy, 117 warnings, 0 critical.
+- Cron jobs: 112c106c0954, 280458a2b035, 761b6694d99b (all no_agent, deliver=origin)
+- Wiki updated: systems/hindsight.md (meta-memory automation table expanded)
+- Hindsight: indexed with tags architecture, memory-system, cron, arxiv-2602.06052
+
+## [2026-08-13] fix | Seafile Recovery + Paperless Upgrade + Authelia Ingress
 - **Gitea SSH access**: No SSH key on Hermes VM was authorized for Gitea. HTTP port 3000 has no external IngressRoute. Generated dedicated ED25519 key (`id_ed25519_gitea-hermes-push`), stored in 1Password (ID: lqaebdtewj5xatvpzfrkag73v4), registered in Gitea as key ID 4 for user dominik. SSH via `10.0.30.202:22` (LoadBalancer) is the reliable push path.
 - **Paperless v3 IngressRoute**: Host was `dokumente.familie-schoen.com` instead of `dokumente-neu.familie-schoen.com`. Two-track fix: kubectl patch (immediate) + Git commit `fa4184b` (permanent via ArgoCD self-heal). Backtick escaping in Traefik Host() match requires `--patch-file` not inline `--patch`.
 - Wiki updated: systems/gitea.md (SSH push key section), reference/ssh-keys.md (new key entry)

systems/hindsight.md

@@ -32,6 +32,9 @@ modified: "2026-07-24"
 - **retain_every_n_turns: 2** — reduziert Duplikate
 - Vor Batch-Retain: Health-Check, dann erst retain calls feuern
 - Meta-Memory Cleanup Cron: 1st of Month 03:00 (3 Dedup Rounds, Archive >6 Monate)
+- Decay & Importance Scoring: 1st of Month 03:30 (score=access×age_decay, archive score<0.15)
+- User Drift Detection: Mondays 04:00 (compare 14d vs 90d baseline)
+- Skill Health Check: Mondays 04:30 (scan 187 SKILL.md for issues)
 - Nightly Dream Cycle + Weekly Insight Digest
 
 ## What NOT to store in Hindsight