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Agile project generator with ClickUp task hierarchy using GPT-5 & forms

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Agile project generator with ClickUp task hierarchy using GPT-5 & forms preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Who is this for? This workflow is perfect for: Project managers and Agile teams who want to automate project setup and task creation Software development teams looking to standardize their project ...

Best for

  • Project Management automation workflows
  • AI Chatbot automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.manualtrigger, n8n-nodes-base.formtrigger, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.splitinbatches, n8n-nodes-base.splitout, @n8n/n8n-nodes-langchain.chainllm, n8n-nodes-base.set

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Billy Christi.

Original n8n.io source

1.1 Workflow description

Title
Agile project generator with ClickUp task hierarchy using GPT-5 & forms
Workflow name
Agile project generator with ClickUp task hierarchy using GPT-5 & forms

Who is this for?

This workflow is perfect for:

  • Project managers and Agile teams who want to automate project setup and task creation
  • Software development teams looking to standardize their project initialization process
  • Business analysts and product owners who need to quickly convert project ideas into structured task breakdowns
  • Companies using ClickUp for project management who want to leverage AI for intelligent project planning

What problem is this workflow solving?

Creating comprehensive project structures with detailed tasks and subtasks is time-consuming and often inconsistent. This workflow solves those issues by:

  • Automating project creation from initial concept to fully structured ClickUp project with tasks and subtasks
  • Standardizing task breakdown using AI to generate professional Agile user stories with proper descriptions
  • Eliminating manual setup while ensuring consistency across all projects and teams
  • Improving project planning quality through AI-driven task analysis and structured output

What this workflow does

This workflow transforms raw project ideas into complete, professional ClickUp projects with AI-generated task breakdowns and subtasks, following Agile best practices.

Step by step:

  1. Form Trigger captures project details through a web form (Project Name and Full Features description)
  2. Project Naming AI Agent uses OpenAI to clean up project names, create professional descriptions, and generate random Jira-style project keys
  3. ClickUp Create List establishes the main project list in your ClickUp workspace
  4. Task Generator AI Agent analyzes project features and creates detailed task breakdown following Agile user story format
  5. Split Out breaks down the AI-generated task array into individual items for processing
  6. Loop Over Items processes each main task individually through batch processing
  7. ClickUp Create Task creates each main task with descriptions in the project list
  8. Split Out Subtasks extracts subtasks from each main task for individual processing
  9. Execute Sub-workflow triggers the subtask creation workflow to build parent-child task relationships
  10. Gmail Notification sends success notification email with project link and list ID
  11. Sub-workflow Loop handles individual subtask creation in ClickUp with proper parent task relationships

How to set up

  1. Connect your OpenAI account by adding your API key to the OpenAI Chat Model node for AI-powered project analysis
  2. Configure ClickUp credentials by adding your ClickUp API key and updating team ID and space ID for your workspace
  3. Set up Gmail OAuth2 credential for sending notification emails
  4. Update email recipient in the Gmail node from the placeholder email to your actual email address
  5. Configure the Execute Workflow node to reference the correct sub-workflow ID for subtask creation
  6. Customize the form fields in the Form Trigger node based on your project input requirements
  7. Test the workflow with a sample project to ensure proper task generation and ClickUp integration
  8. Verify notifications are being sent correctly with proper project links

How to customize this workflow to your needs

  • Modify task generation prompts: adjust the AI prompts in the Task Generator node to match your specific project methodology or industry requirements
  • Add custom fields: enhance the form trigger with additional project metadata fields like priority, team assignment, or project type
  • Switch AI models: replace the OpenAI Chat Model node with other AI providers like Google Gemini, Claude, or local models by using the appropriate n8n AI nodes for different cost and performance requirements

Need help customizing?

Contact me for consulting and support:
📧 [email protected]

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - When clicking ‘Test workflow’

Type / Role
n8n-nodes-base.manualTrigger - manualTrigger
Config choices
Version 1

Block 2 - On form submission

Type / Role
n8n-nodes-base.formTrigger - formTrigger
Config choices
Version 2.2

Block 3 - OpenAI Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 4 - Structured Output Parser

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.2

Block 5 - Loop Over Items

Type / Role
n8n-nodes-base.splitInBatches - splitInBatches
Config choices
Version 3

Block 6 - Split Out

Type / Role
n8n-nodes-base.splitOut - splitOut
Config choices
Version 1

Block 7 - Structured Output Parser1

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.2

Block 8 - Project Naming

Type / Role
@n8n/n8n-nodes-langchain.chainLlm - chainLlm
Config choices
Version 1.6

Block 9 - Edit Fields

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 10 - Split Out1

Type / Role
n8n-nodes-base.splitOut - splitOut
Config choices
Version 1

Block 11 - Merge

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.1

Block 12 - Execute Workflow

Type / Role
n8n-nodes-base.executeWorkflow - executeWorkflow
Config choices
Version 1.2

Block 13 - Limit

Type / Role
n8n-nodes-base.limit - limit
Config choices
Version 1

Block 14 - Gmail

Type / Role
n8n-nodes-base.gmail - gmail
Config choices
Version 2.1

Block 15 - Aggregate

Type / Role
n8n-nodes-base.aggregate - aggregate
Config choices
Version 1

Block 16 - Clickup Project Task Generator

Type / Role
@n8n/n8n-nodes-langchain.chainLlm - chainLlm
Config choices
Version 1.6

Block 17 - ClickUp Create List

Type / Role
n8n-nodes-base.clickUp - clickUp
Config choices
Version 1

Block 18 - ClickUp Create Task

Type / Role
n8n-nodes-base.clickUp - clickUp
Config choices
Version 1

Block 19 - When Executed by Another Workflow

Type / Role
n8n-nodes-base.executeWorkflowTrigger - executeWorkflowTrigger
Config choices
Version 1.1

Block 20 - ClickUp Create Sub-Task

Type / Role
n8n-nodes-base.clickUp - clickUp
Config choices
Version 1

Block 21 - Loop Over Items1

Type / Role
n8n-nodes-base.splitInBatches - splitInBatches
Config choices
Version 3

Block 22 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 23 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 24 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Showing the first 24 of 28 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Agile project generator with ClickUp task hierarchy using GPT-5 & forms
Complexity advanced
Nodes 28
Categories Project Management, AI Chatbot
Author Billy Christi
Published 01 Sept 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/8102/8102.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Agile project generator with ClickUp task hierarchy using GPT-5 & forms do?

Who is this for? This workflow is perfect for: Project managers and Agile teams who want to automate project setup and task creation Software development teams looking to standardize their project ...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Project Management, AI Chatbot use case.