Prompt Optimizer — Core Skill

AuthorClaw's prompts are its most important tool. This skill continuously optimizes them based on what actually produces good results — not guesswork, but measured outcomes.

The Problem

Every skill, goal step, and system prompt contains prompts. Some work great. Some produce mediocre results. Without measurement, you're flying blind. The Prompt Optimizer tracks which prompt formulations produce the best outputs and evolves them over time.

How It Works

Prompt Tracking

Every prompt sent to an AI provider is logged with its outcome: