I automated my entire X content strategy with n8n. here's everything, open sourced
I automated my entire X content strategy with n8n. here's everything, open sourced
been running this for a few months now and figured I'd just put it all out there
three workflows. all connected. all running on their own.
what's in the repo:
X Posting Bot - 57 nodes, 8 scheduled slots throughout the day. each slot has a different content type (wildcards, exploits, experiments, CTAs). it pulls context from airtable, runs it through an AI agent to generate a tweet, then puts the draft through a self-critique loop. if it passes the quality check it posts. if it fails, it retries. if it hits max retries it skips the slot and pings me on telegram. the whole thing runs without me touching it.
Research Pipeline - feeds the posting bot. runs daily and weekly, scrapes X via apify for the topics I care about, normalises the data, stores it in airtable. the posting bot pulls from this when generating content so it's always working with fresh context.
Learning Workflow - closes the feedback loop. pulls performance data from recent posts, runs it through claude to extract what's working and what isn't, writes the patterns back to airtable. the posting bot reads these learnings before generating new tweets. over time it gets better.
how I built them:
didn't build these manually. used claude code with the synta MCP
the synta MCP gives claude actual read/write access to your n8n instance - it's not just docs lookups, it's building workflows directly, importing them, debugging when nodes break, and self-healing without you going back in manually
the self-healing thing is genuinely what made this practical. when something breaks it catches the failure, fixes the node, re-triggers to verify, and keeps going. I'm not babysitting the canvas
(before someone says "just use the n8n MCP it's free" - I used it. started with it at the agency. comparing a butter knife to a fucking chainsaw and if you still confused n8n mcp is the butter knife. I genuinely don't have the time or energy to go into why right now so if you want to argue about it just go try synta yourself and come back to me)
if you want to set this up yourself:
grab the JSONs from the repo, import into n8n, swap in your own API keys and airtable base
if you want to actually adapt and build on top of it I'd recommend doing it the same way - claude code + synta MCP. give claude your API tokens, tell it what you want to change, and it'll handle the wiring. takes 5-10 mins to get up and running vs spending a day figuring out the node connections yourself
repo here and in links: https://github.com/MrNozz/n8n-workflows-noz
happy to answer questions on any of the specific nodes or how the critique loop works