workflow-framework-generator

Generate CataForge-compatible workflow frameworks for target AI IDE platforms.

133|9|Updated Mar 26, 2026
One-click install
npx skills add https://github.com/lync-cyber/CataForge --skill workflow-framework-generator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: workflow-framework-generator
Source: https://github.com/lync-cyber/CataForge/tree/main/.cataforge/skills/workflow-framework-generator
Command: npx skills add https://github.com/lync-cyber/CataForge --skill workflow-framework-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires json, os, sys, pathlib, yaml, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill removes the burden of designing a new AI workflow framework from scratch when you need to adapt a process to a specific domain or IDE platform. It helps you avoid rewriting agents, skills, hooks, and platform configuration separately for every environment.

Core Features & Use Cases

  • Workflow architecture generation: Designs agent roles, skill modules, workflow phases, and platform-specific configuration.
  • Multi-platform adaptation: Adjusts output for Claude Code, Cursor, Codex, and OpenCode based on capability differences and downgrade strategies.
  • Domain framework creation: Builds reusable CataForge-style frameworks for software development, content creation, e-commerce, research, and other domains.
  • Use Case: A team wants to launch a Chinese-language content workflow on Cursor and later reuse the same structure on Claude Code without redesigning the process.

Quick Start

Ask the skill to generate a complete CataForge-style workflow framework for your target workflow type and IDE platform, such as a content creation process for Cursor.

Frequently Asked Questions about workflow-framework-generator

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

FAQPage Schema
How do I generate a complete AI workflow framework without rewriting agents and hooks for every IDE?

You can generate a complete CataForge-compatible workflow framework by specifying your domain and target IDE. The skill automatically scaffolds agent roles, skill modules, workflow phases, and platform profiles to avoid manual redesign across environments.

What is CataForge workflow scaffolding and when do I need it for agent design?

CataForge workflow scaffolding is the process of translating a business process into structured agents, skills, hooks, and platform profiles. You need it when adapting a multi-step process to a specific domain or AI IDE platform without designing from scratch.

Does this workflow generation tool support platform adaptation for both Cursor and Claude Code?

Yes, the workflow generation tool supports platform adaptation for Cursor, Claude Code, Codex, and OpenCode. It adjusts output based on platform capability differences and applies downgrade strategies for environments with limited features.

Can I reuse a content creation workflow built for Cursor on other AI IDE platforms?

Yes, you can reuse a content creation workflow on other AI IDE platforms. The skill maps platform capabilities and generates deterministic file scaffolding, allowing you to launch on one IDE and later adapt the same structure to another without redesigning the process.

What's the best way to translate a business process into a structured agent workflow?

The best way to translate a business process into a structured agent workflow is using a domain framework generator. It designs agent roles and skill modules while applying platform-specific configuration, ensuring structured framework generation and deterministic file scaffolding.

Do I need YAML and JSON dependencies to run this framework scaffolding skill?

Yes, you need YAML and JSON dependencies along with Python standard libraries like os, sys, and pathlib. These dependencies support reading configuration inputs and generating the deterministic file scaffolding required for the CataForge workflow framework.