Content-to-Social Pipeline

Transform a single piece of content into optimized posts for every platform.

When to Use This Skill

Use after publishing a newsletter edition or article:

• tacosdedatos edition just went out → generate social promotion bundle
• New blog post published → create platform-specific announcements
• Tutorial completed → distribute across channels

Not for: Creating original social content (use platform-specific skills directly).

The Pipeline

Newsletter/Article
       ↓
   Extract Core Elements
       ↓
   ┌─────────┬─────────┬─────────┬─────────┐
   ↓         ↓         ↓         ↓         ↓
X/Twitter LinkedIn Instagram Bluesky  Subject Line
   ↓         ↓         ↓         ↓         ↓
tweet-   linkedin-  instagram- bluesky-  subject-line-
crafter  post-      post-      post-     optimizer
         crafter    crafter    crafter
   ↓         ↓         ↓         ↓         ↓
   └─────────┴─────────┴─────────┴─────────┘
                     ↓
            Social Media Bundle

Step 1: Extract Core Elements

Read the source content and extract:

Element	What to Find	Use For
Main insight	The ONE thing readers learn	All platforms
Hook/opening	First compelling line	X, LinkedIn, Bluesky
Data points	Statistics, metrics, numbers	X threads, LinkedIn
Quotable lines	Memorable phrases	All platforms
Visual opportunities	Code snippets, diagrams, charts	Instagram, X
Transformation story	Before/after narrative	LinkedIn, Instagram
Key takeaways	3-5 bullet points	X thread, carousel

Step 2: Platform Adaptation Matrix

Each platform needs different treatment:

Platform	Format	Tone	Link Handling	Best For
X/Twitter	Long-form article or thread	Conversational, punchy	In-app browser (Oct 2025+)	Tech audience, quick insights
LinkedIn	Single post, document carousel	Professional, story-driven	In comments or native	Career/professional angle
Instagram	Carousel, Stories, Reel	Visual, educational	Link in bio	Data viz, tutorials
Bluesky	Thread or single post	Conversational, authentic	Direct links OK	Early adopters, tech

Step 3: Generate Platform Content

For each platform, use the corresponding skill:

X/Twitter → tweet-crafter

Adapt for:

• Long-form article (preferred) OR thread format
• Hook in first 280 characters
• Video content if possible (5x engagement)
• Spanish with natural code-switching

Generate:

1. Long-form article with key insights
2. Alternative: 5-7 tweet thread
3. Single tweet teaser with link

LinkedIn → linkedin-post-crafter

Adapt for:

• Professional/career angle
• Story format with transformation
• Longer form (1,300+ chars perform well)
• Link in first comment

Generate:

1. Story-format post (problem → journey → insight)
2. Carousel document (if visual content available)

Instagram → instagram-post-crafter

Adapt for:

• Visual-first (carousel or single image)
• Educational carousel with takeaways
• Spanish captions
• Hashtags for discovery

Generate:

1. Carousel concept (5-10 slides)
2. Caption with CTA to link in bio
3. Story sequence (optional)

Bluesky → bluesky-post-crafter

Adapt for:

• Authentic, conversational tone
• Thread for longer content
• Direct links (no penalty)
• Early adopter tech audience

Generate:

1. Thread or single post
2. Direct link to full content

Step 4: Output Bundle

Return a complete social media bundle:

# Social Media Bundle: [Content Title]

**Source**: [Newsletter/Article link]
**Generated**: [Date]

---

## X/Twitter

### Option A: Long-Form Article
[Full long-form content]

### Option B: Thread
1/ [Hook tweet]

2/ [Key insight 1]

3/ [Key insight 2]

...

### Option C: Single Tweet
[Teaser with link]

**Suggested posting time**: [Day, Time PST]
**Media needed**: [Description if any]

---

## LinkedIn

### Post
[Full LinkedIn post]

### First Comment
[Link + additional context]

**Media needed**: [Carousel/image description if any]

---

## Instagram

### Carousel Concept
Slide 1: [Hook/title]
Slide 2: [Point 1]
...
Slide N: [CTA]

### Caption
[Caption text with hashtags]

**Image specs**: 1080x1080 or 1080x1350

---

## Bluesky

### Thread/Post
[Bluesky content]

---

## Posting Schedule

| Platform | Day | Time (PST) | Format |
|----------|-----|------------|--------|
| X/Twitter | [Day] | [Time] | Long-form |
| LinkedIn | [Day] | [Time] | Story post |
| Instagram | [Day] | [Time] | Carousel |
| Bluesky | [Day] | [Time] | Thread |

## Cross-Promotion Notes

- [Any platform-specific considerations]
- [Engagement strategy for first hour]

Platform-Specific Guidelines

Timing Recommendations

Platform	Best Days	Best Times (PST)
X/Twitter	Tue-Thu	9-11 AM, 7-9 PM
LinkedIn	Tue-Thu	7-8 AM, 12 PM
Instagram	Mon, Wed	11 AM, 7-9 PM
Bluesky	Weekdays	Evenings

Engagement Strategy

For first hour after posting on each platform:

1. X/Twitter: Reply to every comment, engage with QTs
2. LinkedIn: Respond to comments, engage with others' posts
3. Instagram: Reply to comments, respond to Story reactions
4. Bluesky: Engage in replies, boost with additional context

Content Transformation Examples

Newsletter Opening → Platform Hooks

Original newsletter opening:

"Esta semana descubrí que el 73% de mi código de Pandas era innecesario. Después de 5 años usando esta librería, un video de YouTube me mostró patrones que cambiaron todo."

X/Twitter (long-form):

"73% de mi código de Pandas era innecesario.

Después de 5 años usando esta librería, descubrí patrones que cambiaron todo.

Te cuento los 3 más importantes 🧵"

LinkedIn:

"Llevo 5 años escribiendo código de Pandas.

Esta semana descubrí que el 73% era innecesario.

No fue un curso caro. No fue un bootcamp.

Fue un video de YouTube de 12 minutos.

Esto es lo que aprendí (y por qué cambió mi forma de trabajar):"

Instagram carousel:

Slide 1: "73% de mi código de Pandas era INNECESARIO" Slide 2: "5 años usando Pandas..." Slide 3: "Hasta que vi este video" ...

Bluesky:

"descubrí que el 73% de mi código de pandas era innecesario lol

5 años usando esta librería y un video de youtube me enseñó más que cualquier curso

un hilo con los 3 patrones que más me ayudaron:"

Quality Checklist

Before delivering the bundle:

• Each platform version is genuinely different (not copy-paste)
• Hooks are platform-appropriate
• Links handled correctly per platform
• Tone matches platform culture
• Spanish/English balance appropriate
• Visual content needs identified
• Posting times recommended
• First-hour engagement strategy included

Related Skills

• tweet-crafter — X/Twitter optimization
• linkedin-post-crafter — LinkedIn optimization
• instagram-post-crafter — Instagram feed posts
• instagram-stories-crafter — Instagram Stories
• bluesky-post-crafter — Bluesky optimization
• subject-line-optimizer — Newsletter subject lines