45 - Mastery Telemetry and Remediation (Never Drift, Always Improve)¶
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Sustained mastery is a measurement and correction loop.
Telemetry framework¶
Track at minimum: - build reliability rate - test quality trend - defect escape rate - performance regression trend - incident recovery speed - communication clarity score
Quarterly loop¶
- Collect evidence from all projects and assessments.
- Score each competency category.
- Flag weak zones below threshold.
- Assign focused remediation sprints.
- Re-test and close only with evidence.
Threshold model¶
- Green: 90 to 100
- Yellow: 75 to 89
- Red: below 75
No category can remain red for two consecutive quarters.
Integration with this repository¶
- Use 33_WEEKLY_REVIEW_TEMPLATE.md weekly.
- Use 34_FAILURE_RECOVERY_ATLAS.md when stalled.
- Use 37_QUARTERLY_EXAMS_AND_DEFENSES.md for formal reassessment.