Chorus

Chorus: Hierarchy Of Recursive Unified Self-improvement

AI agents that think continuously — not just when prompted. Chorus is a cognitive architecture that gives agents memory, research capabilities, and the ability to improve themselves.

The Problem

Current AI agents are reactive. They respond when prompted, then forget everything. No persistent memory. No background research. No self-improvement. Each conversation starts from zero.

Chorus changes this by running nine specialized "choirs" in continuous cascade — each responsible for a different cognitive function, working together as one mind.

RSI: Recursive Self-Improvement

The core innovation of Chorus is RSI — the Virtues choir that enables agents to improve their own capabilities over time.

What RSI improves:

• Prompts — Refines system prompts based on failure patterns
• Tools — Discovers better tool combinations and workflows
• Memory — Optimizes what to remember vs. forget
• Skills — Writes new capability modules

How It Works

Chorus runs as a plugin for OpenClaw, the open-source AI agent framework. It schedules choirs via cron jobs, manages state in markdown files, and coordinates through a central orchestrator.

Illumination flows down from strategic (Seraphim) to tactical (Angels). Insights flow up from research (Principalities) to memory (Cherubim). The system improves itself while you sleep.