ai-evolve

What problem does it solve?

This skill analyzes framework telemetry to identify patterns, friction points, and optimization opportunities, providing a self-improvement report for human review.

Core Features & Use Cases

• Telemetry Analysis: Aggregates data from audit logs, decision stores, and health history.
• Pattern Detection: Identifies recurring issues like frequent gate failures, unused skills, or declining health scores.
• Proposal Generation: Creates ranked, actionable proposals for framework optimization.
• Use Case: After a series of completed specs, run this skill to get a report highlighting which quality gates are failing most often and suggesting specific improvements to address them.

Quick Start

Run the ai-evolve skill to analyze framework telemetry and generate a self-improvement report.