cao-provider

Develop and manage custom CLI agents for the CAO framework.

1.0k|202|Updated Jul 29, 2025

Search Tags:#coding assistance #task orchestration #provider development #cli agent #cao orchestrator

Ready to run

npx skills add https://github.com/awslabs/cli-agent-orchestrator --skill cao-provider

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: cao-provider
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/cao-provider
Command: npx skills add https://github.com/awslabs/cli-agent-orchestrator --skill cao-provider

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps developers create and integrate new CLI-based AI agents into the CAO (CLI Agent Orchestrator) framework, streamlining complex coding workflows.

Core Features & Use Cases

Provider Development: Facilitates the creation of custom CLI agent providers.
Orchestration Support: Enables coordination between multiple AI coding agents.
Use Case: With this Skill, you can build a custom provider for a new coding assistant CLI, such as a new coding assistant CLI, and integrate it into your existing CAO workflows.

Quick Start

To create a new CLI agent provider, run the cao-provider skill with the desired CLI command and configurations.

Frequently Asked Questions about cao-provider

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

FAQPage Schema

How do I build a custom CLI agent for AI coding orchestration?▼

To build a custom CLI agent for AI coding orchestration, you create a provider using the cao-provider skill by configuring the desired CLI command and parameters to integrate it into the CAO framework.

What is the CLI Agent Orchestrator framework used for?▼

The CLI Agent Orchestrator (CAO) framework is used to coordinate multiple AI coding agents by enabling parallel and sequential task delegation to specialized CLI-based agents within complex coding workflows.

Do I need Python to develop CLI agent providers for task orchestration?▼

Yes, you need Python installed to develop CLI agent providers, as the cao-provider skill requires a Python environment to execute the scripts necessary for building and managing custom agents.

Can I integrate a new coding assistant CLI into existing CAO workflows?▼

Yes, you can integrate a new coding assistant CLI into existing CAO workflows by developing a custom provider that defines the command interface and configurations required for orchestration.

How does task delegation work when orchestrating multiple AI coding agents?▼

Task delegation works by routing specific coding tasks to specialized CLI agents either in parallel or sequentially, allowing the CAO framework to coordinate complex workflows across multiple custom providers.

What are the limitations of using custom CLI agents for coding assistance?▼

Custom CLI agents for coding assistance require knowledge of CLI tool interfaces to function properly, and the orchestration effectiveness depends on the provider correctly mapping the CLI commands to the CAO framework.