# Quality Calibration — 2026-03-29 12:01 UTC

Drift detected: True

```json
{
  "drift_detected": true,
  "quarantine_candidates": [],
  "observations": [
    "Procedure-level quality is stable: 7 active procedures all at 1.0 success rate. No quarantine candidates.",
    "reflection_quality declined 50% between assessment period 1 (0.10) and period 2 (0.05), qualifying as a concrete declining trend across consecutive periods.",
    "The week-3 score recovery to 0.10 is cosmetic \u2014 retrieved_count=0 and influenced_count=0 are unchanged across all 4 assessment periods. The reflection pipeline has been write-only since inception.",
    "200 observations exist in the store (confirmed by learning_velocity) but zero have ever been retrieved or influenced a decision. The observation store is accumulating dead weight.",
    "The latest assessment labels this an 'instrumentation gap' \u2014 this is a regression from the prior framing of 'pipeline not firing'. Either the telemetry reporting broke OR the pipeline broke and the telemetry is accurately reporting it. Both are bad; the ambiguity is itself a finding.",
    "Cost is stable and low ($0.142/day, $2.23/week). No cost efficiency drift detected.",
    "No newly-created procedures to compare against older ones \u2014 all 7 are rated at 1.0. New-vs-old effectiveness delta cannot be computed.",
    "Critical action required: the retrieval pipeline needs a live diagnostic. Four weeks of zero retrievals from a non-empty store is a hard failure, not a calibration issue."
  ]
}
```
