shintaro-sprech/agent-orchestrator-template

119 stars · Last commit 2025-12-05

A self-evolving subagent system for Claude Code

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# Autonomous Orchestration Ecosystem

A self-evolving sub-agent management system for Claude Code. Instead of using pre-defined abstract agents, let the orchestrator dynamically create, integrate, and evolve agents based on actual task requirements.

> **Original concept by [@shintaro_sprech](https://x.com/shintaro_sprech)**

![Autonomous Orchestration Ecosystem](docs/images/orchestration-flow.jpg)

## Concept

The system implements an **Infinite Evolution Cycle**:

```
Implementation → Initial Sub-agent Pool → Orchestrator Engine
                                              ↓
                                    Specialized Sub-agents
                                              ↓
                                    1st Gen Integration
                                              ↓
                                    2nd Gen Integration

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