Cc Workflow Ai Editor
This is a conversational interface for building visual AI workflows in CC Workflow Studio. Instead of manually wiring nodes on a canvas, you describe what you want and it generates the workflow JSON for you using MCP tools. It handles the full cycle: fetches the schema, reads your current workflow, applies changes through apply_workflow or update_nodes depending on scope, and iterates based on feedback. The skill defaults to built-in sub-agents but can pull in custom ones if you ask. One nice touch is the token-efficient update_nodes option for tweaking existing nodes without resubmitting the entire workflow. If you're building multi-agent systems and would rather talk through the logic than click through a node editor, this bridges that gap cleanly.
- GitHub stars
- 5.1K
- last updated
- Jun 11, 2026
Install
$ npx -y skills add breaking-brake/cc-wf-studio --skill cc-workflow-ai-editor --agent claude-codeInstalls into .claude/skills of the current project.
Files
- Call
get_workflow_schemaviacc-workflow-studioMCP server - Call
get_current_workflowviacc-workflow-studioMCP server - Ask the user what to create or modify
- Generate workflow JSON: use built-in sub-agents (builtInType: explore/plan/general-purpose) by default. Only call
list_available_agentswhen the user explicitly asks to use an existing custom sub-agent. - Apply changes via
cc-workflow-studioMCP server:- New workflow or structural changes (add/remove nodes/connections): use
apply_workflow - Partial updates to existing nodes (change name, position, or data): use
update_nodes(more token-efficient) - Fix errors if any
- New workflow or structural changes (add/remove nodes/connections): use
- Ask for feedback, repeat from step 4
Group Node
Group nodes are visual containers for organizing related nodes on the canvas. They do NOT affect workflow execution.
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- Repository
- github.com/breaking-brake/cc-wf-studio
- Categories
- Backend & APIs, AI & Agent Building, Automation & Workflows, Design & UI/UX
- First seen
- Jun 11, 2026
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