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Get Started Free →AI workflow editor for CC Workflow Studio. Create and edit visual AI agent workflows through interactive conversation using MCP tools (get_workflow_schema, get_current_workflow, apply_workflow, update_nodes). Use when the user wants to create a new workflow, modify an existing workflow, or edit the workflow canvas in CC Workflow Studio via the built-in MCP server.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-14 | ✗→✓ | ▲ Improved | -34% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 5% | 0% |
| case-22 | ✓→✗ | ▼ Worse | -55% | 0% |
| case-08 | ✓→✗ | ▼ Worse | -58% | 0% |
| case-09 | ✓→✗ | ▼ Worse | -54% | 0% |
get_workflow_schema via cc-workflow-studio MCP serverget_current_workflow via cc-workflow-studio MCP serverlist_available_agents when the user explicitly asks to use an existing custom sub-agent.cc-workflow-studio MCP server:apply_workflowupdate_nodes (more token-efficient)Group nodes are visual containers for organizing related nodes on the canvas. They do NOT affect workflow execution.
type: "group" and require data.label (display name)style: { width, height } to define their visual areaparentId to the group's idposition is relative to the group's top-left corner (not the canvas origin)name field on group nodes is not validated (can be empty or omitted)json{ "nodes": [ { "id": "group-1", "type": "group", "name": "", "position": { "x": 100, "y": 100 }, "style": { "width": 400, "height": 300 }, "data": { "label": "Data Processing" } }, { "id": "node-1", "type": "subAgent", "name": "fetch-data", "parentId": "group-1", "position": { "x": 50, "y": 50 }, "data": { "description": "Fetch data from API", "outputPorts": 1 } } ] }
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