AI social media manager — generates content, creates graphics, schedules posts across Instagram, Facebook, X, LinkedIn. Built for East African businesses.
# Social Media Content Agent — Concept Note
## Overview
An AI agent that generates, schedules, and manages social media content for East African businesses. It creates platform-optimized posts, generates images/graphics, suggests hashtags, and maintains a content calendar — all through conversational commands.
## Problem
East African SMEs know they need social media presence but struggle with consistent content creation. They can't afford social media managers (UGX 500k-2M/month). Posts are irregular, poorly designed, and don't engage audiences. They don't know what to post, when to post, or how to grow their following.
## Solution
A configurable social media agent that:
- Generates platform-specific content (Instagram, Facebook, X, TikTok, LinkedIn)
- Creates simple graphics/images using templates
- Schedules posts with optimal timing
- Suggests content ideas based on business type and trends
- Writes captions, generates hashtags, and adapts tone per platform
- Tracks basic engagement metrics
- Supports content calendars (weekly/monthly planning)
- Understands East African cultural context, holidays, events
## Architecture
```
┌─────────────────────────────────────────────┐
│ Social Media Content Agent │
├─────────────────────────────────────────────┤
│ Channels │ Core Engine │
│ ├─ WhatsApp │ ├─ LLM Provider (any) │
│ ├─ Telegram │ ├─ Content Generator │
│ └─ Web Dashboard│ ├─ Image Generator │
│ │ ├─ Scheduler │
│ Platforms │ ├─ Calendar Manager │
│ ├─ Instagram │ └─ Trend Analyzer │
│ ├─ Facebook │ │
│ ├─ X/Twitter │ Integrations │
│ ├─ TikTok │ ├─ Canva API (optional) │
│ └─ LinkedIn │ └─ Buffer/native APIs │
└─────────────────────────────────────────────┘
```
## Tech Stack
- **Runtime:** Node.js
- **LLM:** Any provider (content generation, trend analysis)
- **Ima …