us-a-share-signal-optimizer

What problem does it solve?

This skill provides an autoresearch-style optimization loop to continuously improve production skill judgment by refining prompts, optimization docs, and evaluation rubrics without directly altering production outputs.

Core Features & Use Cases

• Narrow, repeatable evaluation loop that compares a baseline version against a candidate version
• Converts meeting notes and product specifications into actionable scoring rules and prompt improvements
• Leverages reference materials (domain rubrics, golden cases, and research-loop guidance) to drive disciplined experimentation

Quick Start

Run a baseline, define a single hypothesis, and draft a candidate using the research loop to iteratively improve prompts and rubrics.