flow-develop

Coordinate Codex, Gemini, and Claude CLI tools to automate AI development workflows.

28|3|Updated May 10, 2026
One-click install
npx skills add https://github.com/CES-Ltd/Lumi --skill flow-develop-ces-ltd
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: flow-develop
Source: https://github.com/CES-Ltd/Lumi/tree/main/resources/seed/octopus/skills/flow-develop
Command: npx skills add https://github.com/CES-Ltd/Lumi --skill flow-develop-ces-ltd

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates complex multi-AI development tasks, enabling users to efficiently build, implement, and manage AI projects by orchestrating external CLI tools and integrating results seamlessly.

Core Features & Use Cases

  • Multi-AI Workflow Management: Coordinates development and implementation tasks using Codex, Gemini, and Claude CLI tools.
  • State and Context Monitoring: Tracks project phases, prior decisions, and user prompts to ensure consistency and informed execution.
  • Quality Assurance: Runs automatic code reviews, security checks, and verifies functionality before final delivery.
  • Use Case: Ideal for AI teams drafting complex features or policies that require multi-step development, testing, and validation leveraging external AI providers.

Quick Start

To generate an implementation plan, invoke the orchestrate.sh script with your specific development request, then review, validate, and confirm the results for deployment.

Frequently Asked Questions about flow-develop

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

FAQPage Schema
How do I orchestrate multiple AI tools for software development workflows?

You can orchestrate multi-provider AI workflows by invoking the orchestrate.sh script with your development request, which coordinates Codex, Gemini, and Claude CLI tools to manage implementation tasks from problem analysis to final coding.

What is multi-provider AI orchestration for automated development tasks?

Multi-provider AI orchestration coordinates external AI tools to automate complex development workflows, managing project states and ensuring quality gates throughout the implementation process from analysis to coding.

Can I use Codex, Gemini, and Claude CLI tools together in a single workflow?

Yes, you can coordinate Codex, Gemini, and Claude CLI tools within a single automated workflow to leverage multi-provider capabilities for complex AI or software engineering projects requiring multi-step development and validation.

How do I manage project state and context across multi-step AI implementation?

Project state monitoring tracks project phases, prior decisions, and user prompts throughout the AI development workflow, ensuring consistency and informed execution across multi-step implementation tasks.

Does automated AI workflow management include quality assurance checks?

Automated AI workflow management includes quality assurance that runs automatic code reviews, security checks, and verifies functionality before final delivery to ensure implementation meets required standards.

When do I need multi-provider orchestration for AI-driven development?

You need multi-provider orchestration when building complex AI features or policies that require multi-step development, testing, and validation leveraging external AI providers to ensure comprehensive implementation.