# Quality Calibration — 2026-03-15 12:00 UTC

Drift detected: False

```json
{
  "drift_detected": false,
  "quarantine_candidates": [],
  "observations": [
    "No active procedures exist (total_active=0) \u2014 the procedure learning pipeline has not yet produced any durable procedures. There is nothing to trend, quarantine, or compare. This is consistent with a system in its first week of operation.",
    "The single reflection assessment (2026-03-15) reports reflection_quality=0.1, driven by retrieved_count=0 and influenced_count=0 against 157 stored observations. This is a startup sequencing artifact, not drift: observations can only influence future reflection cycles, so zero retrieval in cycle 1 is structurally expected. The pipeline appears to be wiring up correctly.",
    "Cost is negligible ($0.0225 total, weekly \u2248 monthly confirming first-week age). No cost efficiency concern and no budget pressure to flag.",
    "No quarantine candidates can exist when no procedures exist. The quarantine gate requires 3+ uses \u2014 a threshold nothing has crossed yet.",
    "Quality drift analysis requires at least two assessment periods with procedure data. All three preconditions (multiple periods, active procedures, success rate variance) are absent. Revisit at the 3-week mark when procedures should be accumulating."
  ]
}
```
