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claude-code

Claude-skill-registry 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
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/adaptive-guardrail-calibrator" ~/.claude/skills/majiayu000-claude-skill-registry-adaptive-guardrail-calibrator && rm -rf "$T"
manifest: skills/data/adaptive-guardrail-calibrator/SKILL.md
source content

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