adaptive-guardrail-calibrator

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

By diegosouzapw schedule Updated 2/28/2026

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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

Install via CLI

npx skills add https://github.com/diegosouzapw/awesome-omni-skill --skill adaptive-guardrail-calibrator

Repository Details

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call_split Forks 15

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article Path SKILL.md

Occupations

Health And Safety Engineers Except Mining Safety Engineers And Inspectors