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cc-workflow-ai-editor

Creates and edits visual AI agent workflows in CC Workflow Studio via MCP tools.

5.4k|571|Updated Nov 1, 2025
Search Tags:#mcp#Automation#sub-agents#visual editor#Workflow#CANVAS#AI Agents
One-click install
npx skills add https://github.com/breaking-brake/cc-wf-studio --skill cc-workflow-ai-editor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cc-workflow-ai-editor
Source: https://github.com/breaking-brake/cc-wf-studio/tree/main/.roo/skills/cc-workflow-ai-editor
Command: npx skills add https://github.com/breaking-brake/cc-wf-studio --skill cc-workflow-ai-editor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Designing AI agent workflows by hand-writing JSON or Markdown configuration is error-prone and slow. This Skill lets you create and modify visual workflows in CC Workflow Studio through natural conversation, using the built-in MCP server to read the schema, inspect the current canvas, and apply changes directly.

Core Features & Use Cases

  • Conversational workflow creation: Describe the workflow you want and the Skill generates valid workflow JSON using built-in sub-agents (explore, plan, general-purpose).
  • Incremental canvas editing: Apply structural changes with apply_workflow or make token-efficient partial updates to existing nodes with update_nodes.
  • Visual organization with group nodes: Group related nodes into labeled containers with defined dimensions and relative child positioning, without affecting execution.
  • Use Case: Ask the assistant to build a workflow that fetches data, plans a transformation, and summarizes results; it fetches the schema, generates the node graph, applies it to the canvas, and iterates based on your feedback.

Quick Start

Ask the assistant to create a new workflow in CC Workflow Studio with a fetch-data sub-agent and a summarize sub-agent connected in sequence.

Frequently Asked Questions about cc-workflow-ai-editor

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

FAQPage Schema
How do I create an AI agent workflow in CC Workflow Studio?▼

Ask the assistant what workflow you want to build. It calls get_workflow_schema and get_current_workflow via the cc-workflow-studio MCP server, generates workflow JSON using built-in sub-agents, and applies it to the canvas with apply_workflow.

How do I edit an existing workflow on the canvas?▼

Describe the change you want, such as renaming a node or adjusting its data. For partial updates to existing nodes, the Skill uses update_nodes, which is more token-efficient than reapplying the whole workflow.

When should I use apply_workflow versus update_nodes?▼

Use apply_workflow for new workflows or structural changes like adding or removing nodes and connections. Use update_nodes for partial updates to existing nodes, such as changing a name, position, or data field.

Do group nodes affect workflow execution?▼

No, group nodes are purely visual containers for organizing related nodes on the canvas. They require a data.label and style dimensions, cannot have connections, and child nodes use parentId with positions relative to the group.

Can I use custom sub-agents in a generated workflow?▼

By default the Skill uses built-in sub-agents (explore, plan, general-purpose). It only calls list_available_agents to use an existing custom sub-agent when you explicitly request one.

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