Project overview
This workflow is the first tool in a suite of AI-enhanced automation systems. It runs daily to find high-quality, relevant content and transform it into LinkedIn-ready posts that can be easily reviewed, approved, and scheduled for publishing without manual effort.
Key Features
- RSS Feed Scanner
- Pulls daily articles from Reddit and Hacker News
- Filters articles based on a set of user-defined keywords
- AI Content Ideation
- For each matching article, generates 3 LinkedIn post ideas using Anthropic’s AI model
- Groups and formats output via a structured parser
- Team Review Pipeline
- Posts are uploaded to a Google Doc
- A Slack message is sent with the content, prompting the team to review
- Team can approve or deny posts directly from Slack
- Publishing
- Approved posts are sent to Blottato, a social media scheduler
- Currently supports LinkedIn and Twitter, but extensible to more platforms
- Logging & Tracking
- Final post metadata is saved in a central spreadsheet for tracking and reporting
Workflow Architecture (Step-by-Step)
- Trigger
Runs on a daily schedule - Input Aggregation
- Pulls content from multiple RSS feeds
- Merges and de-duplicates articles
- Filtering
- Applies keyword matching logic
- Extracts full article content from matching links
- Testing Mode (Optional)
- Can be configured to test with just one article
- Content Enrichment
- Wraps article data in a structured post object
- Duplicates each for 3 separate post generations
- AI Generation
- Sends enriched post objects to AI for ideation
- Outputs structured post suggestions
- Post Management
- Groups posts by article
- Uploads to a shared Google Doc
- Notifies Slack and waits for review response
- Approval Flow
- Posts approved in Slack are scheduled via Blottato
- Logged to a spreadsheet for visibility and metrics
Impact
This system saves hours of manual research, ideation, and coordination each week. It’s the foundation for a broader automation stack aimed at helping SaaS founders scale their content and visibility with minimal overhead, powered by AI and automation.
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