Aggregate cache, retry, and context signals for operational review.
Diagnostic use only
These metrics are directional signals for investigating workflow friction, cache behavior, and context management. They are not employee performance scores and should not be used as targets or incentives.
Retry density and context growth can lag daily pipelines, may use fallback values when derived rows are missing, and are vulnerable to Goodhart-style misuse if optimized without reviewing task context.
Aggregate rows in the 7d window
5 additional watch rows
Cache tokens divided by input tokens
Retry density and context growth
Alphabetical aggregate rows; no rank or score is displayed.
| User | Status | Cache | Retry Density | Context Growth | Diagnostic Notes |
|---|---|---|---|---|---|
| Choi Yuna | Watch | 82% | 0.13 | 1.70 | Use more specific prompts; Leverage context caching |
| Han Seungwoo | Watch | 73% | 0.11 | 1.53 | Use more specific prompts; Leverage context caching |
| Jung Taeho | Watch | 92% | 0.15 | 1.56 | Use more specific prompts; Leverage context caching |
| Kang Hyejin | Review | 68% | 0.30 | 1.04 | Use more specific prompts; Leverage context caching |
| Kim Minjun | Watch | 79% | 0.12 | 0.30 | Use more specific prompts; Leverage context caching |
| Lee Soyeon | Review | 67% | 0.27 | 1.70 | Use more specific prompts; Leverage context caching |
| Lim Jiwon | Watch | 73% | 0.13 | 0.83 | Use more specific prompts; Leverage context caching |
| Park Jihoon | Review | 72% | 0.20 | 1.03 | Use more specific prompts; Leverage context caching |
| Shin Mirae | Review | 86% | 0.20 | 0.91 | Use more specific prompts; Leverage context caching |
| Yoon Daeun | Review | 89% | 0.23 | 1.75 | Use more specific prompts; Leverage context caching |