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Create character-consistent images with FLUX Kontext & post to social via upload post

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Important notice

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

1. Workflow Overview

Create, iterate, and share! Transform a single image through multiple scenes while maintaining consistency. What this workflow does This template showcases FLUX.1 Kontext [Black Forest Labs' in c...

Best for

  • Content Creation automation workflows
  • Multimodal AI automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.manualtrigger, n8n-nodes-base.if, n8n-nodes-base.httprequest, n8n-nodes-base.stickynote, n8n-nodes-base.executeworkflowtrigger, n8n-nodes-base.merge, n8n-nodes-base.wait, n8n-nodes-base.github

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Create character-consistent images with FLUX Kontext & post to social via upload post
Workflow name
Create character-consistent images with FLUX Kontext & post to social via upload post

Create, iterate, and share! Transform a single image through multiple scenes while maintaining consistency.

โœจ What this workflow does

This template showcases FLUX.1 Kontext - Black Forest Labs' in-context image generation model that excels at maintaining character features across multiple transformations. Combined with the Upload Post community node for effortless multi-platform social media posting, you can create and share compelling visual stories instantly.

The workflow demonstrates FLUX Kontext's core strength: character consistency across multiple image generations. Starting with a single input image, it:

  1. ๐Ÿ–ผ๏ธ Loads an initial character image (example: a cute animal mascot)
  2. ๐Ÿ“ Defines multiple scene transformation prompts
  3. ๐Ÿ”„ Iteratively generates new scenes while preserving exact character features
  4. ๐ŸŽฏ Maintains visual consistency by reusing binary data from previous generations
  5. ๐Ÿ“ฑ Auto-posts the complete transformation series to multiple social platforms simultaneously

๐Ÿš€ Key Features: The Consistency Advantage

  • Character Preservation: FLUX Kontext's signature feature - maintains character features and style across transformations (requires specific prompting techniques)
  • Iterative Context Building: Each generation uses the previous image as context, creating visual continuity
  • Binary Data Reuse: Smart workflow design that feeds output from one generation as input to the next
  • Multi-Scene Storytelling: Transform your character across different environments while keeping them recognizable
  • One-Click Multi-Platform Posting: Upload Post* eliminates the tedious process of posting to each platform individually

๐Ÿ“ฑ Why use Upload Post?

Posting the same content to TikTok, Instagram, LinkedIn, YouTube, Facebook, X (Twitter), and Threads individually is time-consuming and error-prone. The Upload Post service* simplifies this process:

โœ… Connect once, post everywhere: Link all your social media accounts to Upload Post
โœ… Single API call: Post to multiple platforms with one simple node
โœ… No more platform juggling: Skip the endless switching between apps and dashboards
โœ… Consistent timing: All platforms get your content simultaneously
โœ… Trusted by 3,751+ users: Proven solution for content creators and marketers

Instead of spending 30+ minutes manually posting to each platform, Upload Post does it all in seconds with a single n8n node!

๐Ÿ› ๏ธ Prerequisites

Required Accounts:

  1. Black Forest Labs API: Create account at dashboard.bfl.ai

    • Get your API key for FLUX Kontext Pro access
  2. Upload Post Account: Sign up at upload-post.com*

    • Connect your social media profiles (TikTok, Instagram, LinkedIn, YouTube, Facebook, X/Twitter, Threads)
    • Get API credentials for automated posting
    • Free tier available: 10 uploads/month

๐Ÿ’ก Perfect For:

  • Character Designers maintaining brand character integrity across scenes
  • Social Media Managers creating engaging visual story series without manual posting
  • Brand Marketers ensuring character consistency across campaigns
  • Storytellers building visual narratives with consistent protagonists
  • Agencies managing multiple client accounts efficiently

๐Ÿ”ง Customization Options:

  • Modify transformation prompts to create your own character journey
  • Adjust iteration steps
  • Change initial character image
  • Configure social platform targeting (choose which platforms to post to)
  • Customize post content and formatting
  • Experiment with different consistency scenarios

* Affiliate link

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 โ€˜Execute workflowโ€™

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

Block 2 - Is Ready?

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

Block 3 - Check FLUX status

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 4 - Sticky Note1

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

Block 5 - When Executed by Another Workflow

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

Block 6 - FLUX Kontext

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 7 - Merge

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

Block 8 - Wait 2 sec

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

Block 9 - Sticky Note

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

Block 10 - Sticky Note2

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

Block 11 - Sticky Note3

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

Block 12 - Get File from GitHub

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

Block 13 - Download Initial Image

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 14 - If

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

Block 15 - Number of Steps

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

Block 16 - All Prompts

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

Block 17 - Run FLUX

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

Block 18 - Current Step

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

Block 19 - Merge3

Type / Role
n8n-nodes-base.merge - merge
Config choices
Version 3.2

Block 20 - Sticky Note4

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

Block 21 - Sticky Note5

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

Block 22 - Upload Post

Type / Role
n8n-nodes-upload-post.uploadPost - uploadPost
Config choices
Version 1

Block 23 - Image to Base64

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

Block 24 - Get Image

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Showing the first 24 of 27 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Create character-consistent images with FLUX Kontext & post to social via upload post
Complexity advanced
Nodes 27
Categories Content Creation, Multimodal AI
Author Eduard
Published 08 Jun 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/4798/4798.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 Create character-consistent images with FLUX Kontext & post to social via upload post do?

Create, iterate, and share! Transform a single image through multiple scenes while maintaining consistency. What this workflow does This template showcases FLUX.1 Kontext [Black Forest Labs' in c...

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 Content Creation, Multimodal AI use case.