AI-Powered X Post Automation with Human Feedback Loop
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This n8n workflow revolutionizes X (Twitter) content creation by automating post generation, integrating AI-driven revisions, and streamlining human feedback and approval via Telegram, ensuring high-quality, approved content goes live faster.
About This Workflow
Supercharge your social media strategy with this intelligent n8n workflow. It kicks off with a Telegram message, prompting an AI agent to draft an X (Twitter) post, enriched with real-time insights from Tavily Search. The draft is then sent back to Telegram for human review and feedback. An AI classifier instantly analyzes this feedback, deciding whether to publish the post directly to X or send it to a revision agent for intelligent adjustments, ensuring a seamless, human-in-the-loop content pipeline. This workflow optimizes efficiency, maintains brand voice, and accelerates your social media presence.
Key Features
- Telegram-Triggered Content Creation: Initiate X post generation simply by sending a message via Telegram.
- Intelligent X Post Drafting: Leverage powerful AI agents (powered by GPT 4.1) to automatically research (via Tavily Search) and compose compelling X posts.
- Automated Human Feedback Loop: Send draft posts to Telegram for easy human review and approval, and automatically classify feedback with AI (using 2.0 Flash).
- Smart Revision Capabilities: If feedback indicates revisions are needed, an AI revision agent (powered by GPT 4.1) intelligently adjusts the post and re-submits for approval, minimizing manual effort.
- Direct X Publishing: Seamlessly publish approved content to X (Twitter) without ever leaving your workflow.
How To Use
- Telegram Trigger: Configure the
Telegram_Triggernode to listen for incoming messages from your designated Telegram chat. - AI Agents Setup: Connect your
GPT 4.1credentials to both theX Post AgentandRevision Agentnodes, and define the specific prompts for generating and revising posts. - Research Integration: Add your Tavily API key to the
Tavily Searchnode to enable real-time web research for theX Post Agent. - Feedback Channel: Configure the
Request Feedbacknode with your Telegram Bot Token and the Chat ID of the approver(s) where drafts will be sent. - Feedback Classification: Connect your
2.0 Flashcredentials to theText Classifiernode and define classification categories (e.g., "Approved", "Needs Revision") based on expected feedback. - X Publishing: Provide your Twitter (X) API credentials to the
X Postnode to enable automated publishing of approved content. - Data Flow: Ensure the
Set Postnode correctly passes the generated/revised content between the AI agents and the feedback/publishing steps.
Apps Used
Workflow JSON
{
"id": "b163d312-3d7e-4e8b-9da7-87ec2dcb6059",
"name": "AI-Powered X Post Automation with Human Feedback Loop",
"nodes": 5,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: b163d312-3d7e...
About the Author
SaaS_Connector
Integration Guru
Connecting CRM, Notion, and Slack to automate your life.
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