Agent Utilities Evolution Skill

Autonomous research-driven development and code health pipeline for evolving the agent-utilities codebase. Combines research discovery with code-enhancer analysis domains tailored for the 5-pillar KG-driven architecture.

Overview

This skill orchestrates 7 capabilities into a unified evolution pipeline:

Research Pipeline

1. Topic Detection — Query the KG for hot topics, unresolved concepts, and high-scoring unimplemented research findings
2. Research Scanner — Find new papers matching those topics via scholarx MCP
3. Knowledge Graph Ingest — Ingest discovered papers and codebases into the KG
4. Comparative Analysis — Analyze ingested items against agent-utilities for gaps and feature extraction
5. SDD Plan Generation — Create implementation plans with constitution-mandated artifacts