skill-cold-start-warm-path-optimizer

Community

Turn cold-starts into warm-path plans.

Authorgrtninja
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Measure first-run versus warm-run skill performance and generate prewarm/auto-invoke policy plans. Use when cold starts inflate latency or trigger retry storms.

Core Features & Use Cases

  • Collect and compare cold vs warm execution metrics from logs to reveal latency gaps.
  • Generate prewarm_candidates and never_auto_invoke recommendations with scoring to guide plan creation.
  • Produce a machine-readable analysis JSON and a human-readable summary for quick decision making.

Quick Start

Run the analyze command to compute cold/warm metrics from your logs, then generate a plan to prewarm and disable auto-invoke for risky skills.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: skill-cold-start-warm-path-optimizer
Download link: https://github.com/grtninja/skill-arbiter/archive/main.zip#skill-cold-start-warm-path-optimizer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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