Agent skill

adaptive-guardrail-calibrator

Calibrate guardrail thresholds from live hardware telemetry and emit environment presets. Use when thresholds are hand-tuned or drift with hardware changes.

View SKILL.md on GitHub Repository
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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/adaptive-guardrail-calibrator

SKILL.md

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

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