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Social Media Manager

A multi-agent pipeline that turns GitHub code activity into reviewed Build in Public posts through a ticket-based workflow, Notion approval, and MCP publishing.

Social Media Manager architecture from the user interface through agents and MCP integrations
Social Media Manager approval workflow in a mobile Notion dashboard
Python OpenCode MCP Notion Typefully
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Overview

Social Media Manager turns real code changes into publishable Build in Public content. Specialized agents analyze commits, write drafts, and publish approved posts while keeping a human in control of every release decision.

Key Features

Workflow

Each post moves through an explicit lifecycle: proposed → approved → drafting → ready → publishing → published. The manager agent coordinates each transition, and the approval gate prevents unreviewed content from being published.