Description

Workflow Goals

• Automatically search for posts containing predefined keywords on a target platform.

• Extract post details (title, body, author, and URL).

• Send extracted content to an LLM (e.g., GPT or similar) to generate a contextual, human-like comment.

• Include an optional human review step before publishing.

• Automatically publish the comment back to the website or platform.

• Log all post URLs, generated comments, timestamps, and status (e.g., Pending Review, Published) in Google Sheets or a similar database for tracking.

System Requirements

• Entire setup should run 100% in the cloud.

• n8n preferred for workflow orchestration (easy to maintain, modify, and scale).

• Use of Browserless, Playwright, or Puppeteer (or better alternatives) for automated browsing and posting.

• Secure management of API keys and credentials.

• Modular and scalable architecture to easily add or remove workflow steps.

• (Optional) Email or Slack notifications when comments are awaiting review or have been posted.

Suggested Tech Stack

• n8n – for workflow automation

• Browserless / Playwright – for web interaction

• OpenAI / Anthropic / Local LLM API – for generating comments

• Google Sheets / Supabase / Airtable – for data storage

• Cloud Hosting – AWS, Render, n8n Cloud, or similar

Deliverables

• Fully functional automation workflow

• Deployment and configuration documentation

• Example test run and verification logs