Who it's for
Who it's for This workflow is for automation agencies and n8n consultants who conduct discovery calls with prospects and want to instantly turn conversation transcripts into polished, client-ready workflow diagrams — without manual canvas work. How it works A consultant pastes a sales call transcript into a form trigger. A first AI agent (Claude) parses the transcript and extracts structured workflow briefs — one per identified business process — with titles, tools, logic, and step-by-step descriptions. A code node splits the output into individual workflow items, one per identified process. A second AI agent generates a complete n8n workflow JSON for each brief, using French business-oriented node names and proper canvas positioning. A code node validates and parses the generated JSON to ensure structural integrity. A third AI agent clusters nodes into logical business groups and generates canvas layout coordinates and sticky note annotations. A fourth AI agent renames all nodes with clear, descriptive French labels following a consistent naming convention. All renames and layout changes are applied, and the finalized workflow is published directly to an n8n instance via the API. How to set up [ ] Add Anthropic API credentials to all four Claude model nodes [ ] Set your n8n instance URL in the Create Workflow via n8n API node [ ] Add your n8n API key to the HTTP Request node for authentication [ ] Customize the form title and description field to match your intake process Requirements Anthropic API account (Claude Sonnet) Self-hosted n8n instance with API access enabled n8n API key How to customize Swap the form trigger for a webhook to integrate with your CRM or meeting note tool (e.g. Notion, HubSpot) Adjust the system prompts in each AI agent to change the node naming language, visual style, or number of nodes generated Add a Slack or email notification step after workflow creation to alert the team when a new client diagram is ready. An n8n automation workflow template by Allan Vaccarizi.
Allan Vaccarizi
web
free
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