Content Automation

2. Platform-Native Optimization

Each platform has different requirements. Never copy-paste across platforms:

3. Visual-First Content

Technical content should include diagrams. Use Mermaid syntax:

graph TD
    A[Concept] --> B[Explanation]
    B --> C[Example]
    C --> D[Takeaway]

Content Templates

Article Template

# [Title]

> [One-line hook - the key insight]

## The Problem。

Why this matters. What pain point does it solve?

## The Concept

Core idea explained simply. Use analogies.

## How It Works

High-level explanation with diagrams.

```mermaid
graph LR
    A[Input] --> B[Process] --> C[Output]

When to Use It

Decision framework. Clear use cases.

Example

Brief, practical code or architecture example.

Key Takeaways

• Takeaway 1
• Takeaway 2
• Takeaway 3

What's Next

• 📹 Watch the demo: [YouTube link]
• 📖 Related article: [link]

### LinkedIn Post Template

```markdown
🧠 [Title - with emoji]

[1-2 sentence hook revealing the key insight]

[Brief context - why this matters]

Key takeaway:
→ [The most important point in one line]

Read the full article: [link]

#Tag1 #Tag2 #Tag3

Facebook Post Template

🚀 New article: [Title]

[Question that sparks discussion]

[1-2 sentences teasing the content]

What's your experience with [topic]? 👇

[link]

YouTube Script Template

# [Video Title]

## Hook (0:00 - 0:30)
[Attention-grabbing opening - state the problem]

## Problem (0:30 - 2:00)
[Expand on why this matters - pain points]

## Solution Overview (2:00 - 4:00)
[High-level solution - the concept]

## Deep Dive (4:00 - 7:00)
[Detailed explanation with visuals]

## Demo (7:00 - 9:00)
[Live demonstration or walkthrough]

## Summary & CTA (9:00 - 10:00)
[Key takeaways + call to action]
- Like and subscribe
- Read the full article: [link]
- Comment your questions

Automation Workflows

Workflow 1: Article → Social Posts

When user provides an article, generate platform-specific social posts:

1. Extract key insights from the article
2. Identify the hook - the most compelling insight
3. Generate LinkedIn post - professional, insightful
4. Generate Facebook post - conversational, discussion-oriented
5. Include proper hashtags and CTA

Workflow 2: Article → YouTube Script

Transform article into video-optimized script:

1. Extract main sections from article
2. Create hook from problem statement
3. Structure for video (hook → problem → solution → demo → CTA)
4. Add timing markers
5. Include B-roll/visual suggestions

Workflow 3: Video Transcript → Article

When video transcript is provided:

1. Clean up transcript (remove filler words, fix grammar)
2. Structure into article format
3. Add headers and sections
4. Create diagrams from explained concepts
5. Add code examples if mentioned

Workflow 4: Diagram Generation

Generate Mermaid diagrams from content:

1. Identify concepts that benefit from visualization
2. Choose appropriate diagram type:
   • flowchart for processes
   • sequenceDiagram for interactions
   • classDiagram for relationships
   • mindmap for concept maps
3. Generate clean Mermaid syntax
4. Embed in article

Content Repository Structure

Recommended structure for content workspace:

/content
├── /articles/              # Source of truth
│   ├── YYYY-MM-topic.md    # Named with date prefix
│   └── ...
├── /videos/
│   ├── topic-name/
│   │   ├── script.md
│   │   ├── timestamps.md
│   │   └── thumbnail.png
│   └── ...
├── /social/
│   ├── linkedin/
│   │   └── YYYY-MM-DD-topic.md
│   └── facebook/
│       └── YYYY-MM-DD-topic.md
└── /assets/
    ├── diagrams/
    └── images/

Publishing Pipeline

Manual Publishing Checklist

1. Article reviewed and proofread
2. Diagrams rendered correctly
3. Cross-links updated
4. Social posts generated
5. YouTube script created (if applicable)
6. Scheduled publication dates

Automated Pipeline (GitHub Actions)