# Quality Standards (Learned Thresholds)
> Last calibrated: 2026-02-07 | Confidence: Medium (36 data points)

## Dimension Trends
| Dimension | Avg Score | Trend | Data Points |
|-----------|-----------|-------|-------------|
| code_quality | 8 | ↓ declining (-1) | 12 |
| error_handling | 9 | → stable (0) | 12 |
| documentation | 7 | → stable (0) | 12 |

## Confidence Calibration
Expected Calibration Error: 15.0%

| Raw Confidence | Actual Approval Rate | Correction | Samples |
|----------------|---------------------|------------|--------|
| 80%-90% | 100% | +15% | 12 |