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chorus

Coordinate hierarchical cognition across nine choirs with memory consolidation.

Updated Aug 23, 2026
Search Tags:#RSI#change-logging#OpenClaw#memory-consolidation#hierarchical-planning#chorus#AI-architecture
One-click install
npx skills add https://github.com/iamoberlin/chorus --skill chorus
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: chorus
Source: https://github.com/iamoberlin/chorus/tree/main/docs
Command: npx skills add https://github.com/iamoberlin/chorus --skill chorus

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

CHORUS addresses the rigidity of static AI agents by coordinating hierarchical cognition through nine specialized choirs that continuously improve behavior and outputs.

Core Features & Use Cases

  • Hierarchical planning and execution across nine choirs (Seraphim to Angels) to balance contemplation and action.
  • Memory consolidation and structured outputs to MEMORY.md, PLAN.md, and CHANGELOG.md for traceability.
  • RSI-driven self-improvement with risk-aware modifications and governance to prevent harmful changes.
  • OpenClaw plugin integration enabling deployment and configuration within standard developer workflows.

Quick Start

Install the OpenClaw CHORUS plugin (openclaw plugin add chorus), then configure the scheduler in openclaw.yaml and trigger an initial run to initialize the choir cycle.

Frequently Asked Questions about chorus

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I set up hierarchical self-improving AI agents with continuous memory consolidation?▼

CHORUS coordinates hierarchical cognition across nine specialized choirs that continuously improve behavior and consolidate learning to MEMORY.md and CHANGELOG.md, enabling self-improving agents without rigid static design.

Can I integrate recursive self-improvement into my AI workflow with changelog-driven governance?▼

Yes. CHORUS integrates via the OpenClaw plugin workflow, tracking all modifications in CHANGELOG.md to enable risk-aware RSI with governance controls that prevent harmful autonomous changes.

What's the best way to balance contemplation and action in long-running decision processes?▼

CHORUS orchestrates nine choirs from Seraphim to Angels, structuring long-running processes from contemplation through planning to execution, with adaptive calibration for scenarios requiring continual refinement.

How do I deploy hierarchical planning with OpenClaw plugins in my developer workflow?▼

Install the OpenClaw CHORUS plugin using `openclaw plugin add chorus`, configure the scheduler in openclaw.yaml, and trigger an initial run to initialize the nine-choir cycle.

Does CHORUS work with existing agent frameworks or require a specific architecture?▼

CHORUS integrates as an OpenClaw plugin, working within standard developer workflows and configuration practices; it doesn't require replacing existing frameworks but coordinates cognition within your setup.

What are the limitations of RSI-driven self-improvement for autonomous agents?▼

CHORUS mitigates RSI risks through governance and risk-aware modification controls logged in CHANGELOG.md, but effectiveness depends on proper configuration and monitoring within your deployment context.

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