adaptive-guardrail-calibrator

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

1. Sample CPU, RAM, disk, and GPU metrics for a short window.
2. Compute conservative floors and caps.
3. Write environment presets for guardrails.

Scripts

• Run: python scripts/calibrate_guardrails.py --duration 30 --interval 1 --apply

References

• references/guardrail_defaults.json