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.
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
- 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
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