name: adaptive-guardrail-calibrator description: Calibrate guardrail thresholds from live hardware telemetry and emit environment presets. Use when thresholds are hand-tuned or drift with hardware changes.
Adaptive Guardrail Calibrator
Use this skill to compute safe resource floors and caps from live telemetry.
Workflow
- Sample CPU, RAM, disk, and GPU metrics for a short window.
- Compute conservative floors and caps.
- Write environment presets for guardrails.
Scripts
- Run: python scripts/calibrate_guardrails.py --duration 30 --interval 1 --apply
References
- references/guardrail_defaults.json