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AI Automation Network

1.9k members • Free

3 contributions to N8nLab
🚀 Built an AI Task Decomposer: From "Launch a SaaS" to Atomic Actionable Tasks
Hi guys, I built AtomicFlow - An AI system that takes any high-level idea and recursively breaks it down into atomic, actionable tasks. Quick Example Input: "Creating a customer acquisition system for my AI automation agency" Output: - Complete task hierarchy (automatically decomposed to the right level) - Each atomic task with 30min-8h time estimates - Smart priority scoring (1-10) - Dependency mapping (what blocks what) - Rich metadata (tags, categories, confidence levels) - Ready-to-import formats for Google Sheets, ClickUp, Notion, Airtable Key Features ✅ Language-agnostic - Works in any language, outputs in the same language✅ AI decides depth - No arbitrary limits, stops when tasks are truly atomic✅ Universal exports - One API call → multiple formats✅ Transparent reasoning - AI explains every decision (why atomic, time estimates, priorities)✅ Dependency detection - Automatically identifies task relationships How It Works Built with n8n + OpenRouter: 1. You send an idea (any language) 2. AI analyzes and decides: "atomic or decompose?" 3. Non-atomic tasks spawn 3-7 children 4. Process continues until queue is empty 5. Returns structured JSON with everything you need The AI doesn't just split randomly - it follows strict atomicity rules: - One person can execute it - Clear deliverable (verifiable "done") - 30min-8h time window - No further strategic thinking needed Current State ✅ It works. Reliably. ⚠️ But it's painfully inefficient: - Burns through API tokens like crazy - Queue-based processing is sequential (slow) This was a Saturday night prototype to demonstrate the concept. Mission accomplished, but it needs serious optimization before being production-ready. The prototype is rough, but the core concept works. Tech Stack: n8n, OpenRouter, JSON processingStatus: Working prototype, needs optimizationExport formats: Google Sheets, ClickUp, Notion, Airtable 📎 Files Included Drop a comment if you want to try it or have thoughts on where this should go! 🙏
How To Connect Notion To n8n (10x Productivity)
I'm a huge fan of Notion, I literally organize my whole life there That's why I made this tutorial on how to connect it to n8n and boost your productivity 10x JSON template is attached, enjoy 🙌🏻
1 like • Oct 24
@Oleg Melnikov I have been working on something like this since this morning 🤣
I Collected 37 BEST n8n Templates For Marketing (FREE) 📌
Welcome guys! Here is my Notion database with the best marketing templates: https://evolva.notion.site/best-marketing-automations - enjoy! Share it with everyone you know, who wanted to automate marketing operations in their business It took me several days to manually handpick and review every single one of them... 🤯 But I honestly believe that this was worth it, and this resource can save thousands of hours to us cumulatively 🙌🏻 Let me know if you found it valuable and if you have any issues using it!
2 likes • Oct 7
@Ujjwal Kumar Ok, after 8 long days, countless errors, and a mild sleep deprivation episode… Postiz is finally installed! I have no idea if everything actually works yet, but hey — this is already further than I’ve ever made it 😂 Persistence: 1 Sanity: 0
1 like • Oct 12
@Oleg Melnikov Hi Oleg!I originally went for Postiz because I wanted a fully self-hosted and completely free solution with support for many channels. Getting it installed felt super satisfying… but adding each individual channel is another challenge, and honestly the time it takes kind of cancels out the “free” part 😅 Blotato is great, but its price is a bit too high if you don’t use it heavily.Right now I’m looking into upload-post — it offers a lot of what I need and costs about one third of Blotato, so it feels like a better balance.
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Keith Bucciol
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4points to level up
@keith-bucciol-2179
💖AI-obsessed tech monkey | Dogs > Humans | Team Asteroid 🌍☄️ | If the robots take over, I'll be their social media manager

Active 3m ago
Joined Sep 20, 2025
Venice
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