Memstack Automation Content Pipeline

Content Pipeline: Automating content workflow...

Automates end-to-end content workflows from ideation through draft, review, approval, cross-platform formatting, scheduling, and publishing with CMS integration and image optimization.

Activation

When this skill activates, output:

Content Pipeline: Automating content workflow...

Then execute the protocol below.

Context Guard

Common Mistakes

Protocol

Step 1: Gather Pipeline Requirements

If the user hasn't provided details, ask:

1. Content types: what do you produce? (blog, newsletter, social, video, podcast)
2. Platforms: where do you publish? (website, Twitter/X, LinkedIn, Instagram, YouTube, email)
3. Frequency: how often? (daily, 3x/week, weekly)
4. Team: who's involved? (writer, editor, designer, social manager)
5. CMS: what do you use? (WordPress, Ghost, Notion, Webflow, headless CMS)
6. Current process: what's manual today that should be automated?

Step 2: Design Pipeline Stages

[Ideation] → [Draft] → [Review] → [Approve] → [Format] → [Schedule] → [Publish] → [Monitor]

Stage definitions:

Step 3: Content Repurposing Matrix

Define how one piece of content becomes many:

Repurposing rules:

• Each platform version should feel native (not like a cross-post)
• Adjust tone: Twitter (punchy, direct), LinkedIn (professional, storytelling), Instagram (visual, emotional)
• Adjust length: Twitter (280 chars/tweet), LinkedIn (1300 chars optimal), Instagram (2200 chars max)
• Add platform-specific elements: hashtags (Instagram), mentions (Twitter), links (LinkedIn)

Step 4: Image Optimization Pipeline

Platform image specs:

Automated image processing:

# Using sharp (Node.js) or ImageMagick
# From one source image, generate all platform variants:

sharp(sourceImage)
  .resize(1200, 630, { fit: 'cover' })
  .webp({ quality: 80 })
  .toFile('blog-hero.webp');

sharp(sourceImage)
  .resize(1080, 1080, { fit: 'cover' })
  .jpeg({ quality: 85 })
  .toFile('instagram-square.jpg');

sharp(sourceImage)
  .resize(1080, 1920, { fit: 'cover' })
  .jpeg({ quality: 85 })
  .toFile('instagram-story.jpg');

Step 5: Scheduling Strategy

Optimal posting times (general: adjust to your analytics):

Content calendar template:

## Week of [Date]

| Day | Blog | Twitter | LinkedIn | Newsletter | Instagram |
|-----|------|---------|----------|-----------|-----------|
| Mon | none | [Thread from Friday's blog] | none | none | [Quote card] |
| Tue | [New post: Topic] | [3 promo tweets] | [Post: summary] | [Weekly send] | none |
| Wed | none | [Engagement thread] | none | none | [Carousel] |
| Thu | none | [Tips thread] | [Article share] | none | [Behind-scenes] |
| Fri | [New post: Topic] | [3 promo tweets] | [Post: summary] | none | [Quote card] |

Step 6: CMS Integration Patterns

Headless CMS workflow (API-based):

// Publish to CMS via API
async function publishToCMS(content: {
  title: string;
  body: string;
  slug: string;
  featuredImage: string;
  tags: string[];
  publishAt?: Date;
}): Promise<string> {
  const response = await cmsClient.post('/posts', {
    title: content.title,
    content: content.body,
    slug: content.slug,
    featured_image: content.featuredImage,
    tags: content.tags,
    status: content.publishAt ? 'scheduled' : 'published',
    published_at: content.publishAt?.toISOString(),
  });
  return response.data.url;
}

Social media scheduling (via Buffer/Hootsuite API or native):

async function scheduleToSocial(posts: SocialPost[]): Promise<void> {
  for (const post of posts) {
    await bufferClient.post('/updates/create', {
      profile_ids: [post.profileId],
      text: post.content,
      media: post.imageUrl ? { photo: post.imageUrl } : undefined,
      scheduled_at: post.scheduledAt.toISOString(),
    });
  }
}

Step 7: Monitoring & Optimization

Engagement tracking (24-48 hours post-publish):

Content scoring formula:

Score = (Engagement Rate × 40%) + (Conversion Rate × 40%) + (Shares × 20%)

• A-tier (top 20%): Repurpose aggressively, boost with ads, create sequel content
• B-tier (middle 60%): Standard distribution, note what worked
• C-tier (bottom 20%): Analyze why it underperformed, adjust future topics

Output Format

# Content Pipeline: [Brand/Product Name]

## Pipeline Stages
[Stage diagram and definitions from Step 2]

## Repurposing Matrix
[From Step 3: source → platform transformations]

## Image Specs
[Platform-specific sizes from Step 4]

## Content Calendar
[Weekly template from Step 5]

## CMS & Social Integration
[API patterns from Step 6]

## Monitoring Dashboard
[Metrics and scoring from Step 7]

Completion

Content Pipeline: Complete!

Platforms: [Count] ([list])
Content types: [Count]
Pipeline stages: 8 (ideation → monitor)
Publishing frequency: [X pieces/week across platforms]
Automation level: [X/8 stages automated]

Next steps:
1. Set up CMS API access and social scheduling tool
2. Create image templates for each platform
3. Build the first week's content calendar
4. Automate the Format → Schedule → Publish stages
5. Review engagement data weekly and adjust

Level History

• Lv.1: Base: 8-stage pipeline (ideation through monitoring), content repurposing matrix (blog/video/podcast → 5 platforms), platform image specs with automated processing, optimal posting times, content calendar template, CMS integration patterns (headless API, social scheduling), engagement monitoring with content scoring formula. (Origin: MemStack Pro v3.2, Mar 2026)