AI AGENT ADDONS

Optimize anything you can measure. Define a clear goal and run experiments in parallel. Each experiment is tested against a hard threshold or an AI judge score. Keep only the improvements that work. Repeat until you find the best solution.

This approach works for clustering quality, search relevance, build performance, prompt quality, and many other outcomes. The system tracks every result on disk so nothing is lost. Even if your session crashes, the data survives.

Start small and safe. Use simple metrics first. Add AI judgments only when you need them. Run experiments one at a time with a low iteration limit. This builds trust in your measurement process before scaling up.

Add Ce Optimize skill to your workflow

Global

mkdir -p ~/.claude/skills/ce-optimize

Project

mkdir -p .claude/skills/ce-optimize

Source Repository

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MIT
Last Push
23 days ago
Created
9 months ago