auto-orchestrator

Detect developer intents in natural language requests and route them to specialized agents.

1|Updated Jan 5, 2026

Search Tags:#automation #development #routing #delegation #agents #orchestration #intention-detection

Ready to run

npx skills add https://github.com/Rene-Kuhm/opencode-ohmyopencode-claude-configuracion --skill auto-orchestrator

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: auto-orchestrator
Source: https://github.com/Rene-Kuhm/opencode-ohmyopencode-claude-configuracion/tree/main/skills/auto-orchestrator
Command: npx skills add https://github.com/Rene-Kuhm/opencode-ohmyopencode-claude-configuracion --skill auto-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Auto-orchestrator detects the type of development task and routes it to the specialized agent best suited to execute it, reducing manual handoffs.

Core Features & Use Cases

Intention detection and routing: identifies task type and selects the correct agent.
Efficient delegation: passes the task to the right sub-agent with appropriate context.
Universal applicability: suitable for any development request to speed delivery.

Quick Start

Provide a development task and let the system route it to the appropriate agent.

Frequently Asked Questions about auto-orchestrator

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

FAQPage Schema

How do I automate routing development tasks to specialized agents?▼

Automated routing of development tasks uses intention detection to parse natural language requests and delegate them to specialized sub-agents based on the identified task type, such as debugging or feature design.

What is intention detection for developer task delegation?▼

Intention detection for developer task delegation analyzes natural language requests to identify the specific development task type and automatically map it to the correct specialized agent for execution.

Can I use automated agent orchestration for general development requests?▼

Automated agent orchestration supports any general development request by routing it to the appropriate sub-agent, and includes a robust fallback to a general-purpose agent when a specific match is not found.

How do I route natural language debugging requests to the right agent?▼

Routing natural language debugging requests requires the orchestrator to detect the developer's intent and pass the task to the appropriate specialized sub-agent with the correct context for execution.

What is the best way to reduce manual handoffs between specialized development agents?▼

Reducing manual handoffs between specialized agents requires an orchestration layer that detects task types in natural language requests and performs contextual delegation to the correct sub-agent automatically.