Continuous Improvement

Automated innovation pipeline for CC Commander. Scans external sources for new techniques, evaluates relevance and risk, and queues approved improvements for implementation.

Overview

The continuous improvement system runs on two tracks:

1. Daily automated scan (hooks/daily-improvement-scan.js) searches GitHub and npm for new Claude Code innovations, writing raw proposals to ~/.claude/improvement-queue/.
2. On-demand evaluation (this skill, triggered via /improve) runs the multi-agent approval pipeline on pending proposals.

Together they create a closed loop: the ecosystem evolves, the scanner catches it, the pipeline evaluates it, and approved changes get implemented into the kit.

Scan Sources