Cascade Orchestrator FAQs

Question 1

How does multi-model routing benefit developers?

Accepted Answer

It optimizes performance and cost by selecting the best model for the job—such as using Gemini for massive context analysis and Codex for rapid code prototyping and sandbox testing.

Question 2

What is the role of ruv-swarm in this skill?

Accepted Answer

Ruv-swarm is used for parallel execution, allowing the orchestrator to run multiple independent tasks like linting, security scans, and unit testing simultaneously to save time.

Question 3

What is a workflow cascade in Claude Code?

Accepted Answer

A cascade is a structured series of stages where specialized AI models and micro-skills work together to complete complex software engineering tasks that a single prompt cannot handle.

Question 4

Can Cascade Orchestrator automatically fix broken code?

Accepted Answer

Yes, through its Codex Sandbox Iteration stage, it can run test suites and iteratively apply fixes to code failures until the requirements are met.

Question 5

Does it maintain context between different steps?

Accepted Answer

Yes, it includes a memory persistence layer that stores intermediate results and learned patterns, ensuring the AI maintains a cohesive understanding across the entire workflow.

Cascade Orchestrator

About

Key Features

Use Cases

Cascade Orchestrator

About

Key Features

Use Cases