v3.3.0 — Quality Metrics

HyAtlas v3.3.0 — Quality Metrics

Measure memory, not vibes. New dashboard tab with 7-day LLM token rollup on memory writes and one-click weekly baseline compare.

Highlights

• Quality Metrics sidebar page — composite, evolution, activity, and latency scores (7-day window)
• LLM token rollup on System1 extract/reconcile — GET /api/v1/metrics → llm_tokens
• GET /api/quality-metrics and POST /api/quality-baseline — snapshot at ~/.hyatlas/metrics/quality_baseline.json
• Reference benchmarks (Tencent Hy-Memory published 35% / 25% / 88%) — clearly labeled industry reference, not your instance

Upgrade

pip install -e .   # or pull latest main
hyatlas restart

Open http://127.0.0.1:8765 → Quality Metrics → Save baseline for week-over-week tracking.

Stack

Zvec · Kuzu L5–L7 · Hermes hermes-user / default · weekly digest cron

Full changelog: CHANGELOG.md