
marketing-pipeline-automated-content
Automated AI content pipeline for research, scriptwriting, and video generation using Claude, OpenAI, and Remotion
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/reason-machines/marketing-skills --skill marketing-pipeline-automated-content- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads marketing-pipeline-automated-content automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Marketing Pipeline Automated Content
Skill by ara.so — Marketing Skills collection.
This skill provides expertise in using the Ultimate AI Content Pipeline - a TypeScript-based system that automates the entire content creation workflow from research and scriptwriting to video generation. The system integrates Claude 3, OpenAI, and Remotion to create a complete content production pipeline.
What This Project Does
The Marketing Pipeline automates:
- Auto-Research: Crawls news sources (TechCrunch, a16z, Twitter, LinkedIn) for recent data
- Multi-Format Content: Generates articles in various formats (toplist, POV, case study, how-to)
- Bilingual Output: Creates content in both English and Vietnamese
- Video Generation: Automatically renders videos and infographics using Remotion
- Multi-Platform Export: Optimizes content for Reels, TikTok, Shorts
Installation
# Clone the repository
git clone https://github.com/pennydinh/marketing-pineline-share.git
cd marketing-pineline-share
# Install dependencies
npm install
# or
yarn install
# or
pnpm install
Environment Configuration
Create a .env.local file in the root directory:
# AI API Keys
ANTHROPIC_API_KEY=your_claude_api_key
OPENAI_API_KEY=your_openai_api_key
# Research APIs
RAPIDAPI_KEY=your_rapidapi_key
# Optional: Database
DATABASE_URL=your_database_connection_string
# Remotion License (if applicable)
REMOTION_LICENSE_KEY=your_remotion_license
Project Structure
marketing-pineline-share/
├── src/
│ ├── app/ # Next.js app directory
│ ├── components/ # React components
│ ├── lib/
│ │ ├── ai/ # AI integration (Claude, OpenAI)
│ │ ├── crawlers/ # News crawling logic
│ │ ├── content/ # Content generation
│ │ └── video/ # Remotion video rendering
│ ├── remotion/ # Remotion video compositions
│ └── utils/ # Utility functions
├── public/ # Static assets
└── package.json
Core API Usage
1. Research & Crawling
import { crawlNews } from '@/lib/crawlers/news-crawler';
import { analyzeResearch } from '@/lib/ai/research-analyzer';
async function gatherResearch(keyword: string) {
// Crawl recent news from multiple sources
const newsData = await crawlNews({
keyword,
sources: ['techcrunch', 'a16z', 'twitter', 'linkedin'],
timeframe: '24h'
});
// Analyze with Claude for insights
const insights = await analyzeResearch(newsData, {
model: 'claude-3-opus-20240229',
apiKey: process.env.ANTHROPIC_API_KEY
});
return {
rawData: newsData,
insights: insights,
statistics: insights.statistics
};
}
2. Content Generation
import { generateContent } from '@/lib/content/generator';
import { ContentFormat, Language, Tone } from '@/lib/content/types';
async function createArticle(research: any, options: {
format: ContentFormat;
language: Language;
tone: Tone;
}) {
const content = await generateContent({
research,
format: options.format, // 'toplist' | 'pov' | 'case-study' | 'how-to'
language: options.language, // 'en' | 'vi'
tone: options.tone, // 'professional' | 'friendly' | 'humorous'
aiProvider: 'claude', // or 'openai'
apiKey: process.env.ANTHROPIC_API_KEY
});
return {
title: content.title,
body: content.body,
metadata: content.metadata,
seoKeywords: content.keywords
};
}
// Example: Generate bilingual content
async function generateBilingualContent(keyword: string) {
const research = await gatherResearch(keyword);
const [english, vietnamese] = await Promise.all([
createArticle(research, {
format: 'toplist',
language: 'en',
tone: 'professional'
}),
createArticle(research, {
format: 'toplist',
language: 'vi',
tone: 'friendly'
})
]);
return { english, vietnamese };
}
3. Video Generation with Remotion
import { bundle } from '@remotion/bundler';
import { renderMedia, selectComposition } from '@remotion/renderer';
import { VideoComposition } from '@/remotion/compositions/ContentVideo';
async function generateVideo(content: {
title: string;
points: string[];
images?: string[];
}) {
// Bundle Remotion project
const bundleLocation = await bundle({
entryPoint: './src/remotion/index.ts',
webpackOverride: (config) => config
});
// Select composition
const composition = await selectComposition({
serveUrl: bundleLocation,
id: 'ContentVideo',
inputProps: {
title: content.title,
points: content.points,
images: content.images || []
}
});
// Render video
const outputLocation = `./output/video-${Date.now()}.mp4`;
await renderMedia({
composition,
serveUrl: bundleLocation,
codec: 'h264',
outputLocation,
inputProps: composition.defaultProps
});
return outputLocation;
}
// Generate platform-specific videos
async function generatePlatformVideos(content: any) {
const platforms = [
{ name: 'reels', width: 1080, height: 1920 },
{ name: 'tiktok', width: 1080, height: 1920 },
{ name: 'youtube-shorts', width: 1080, height: 1920 }
];
const videos = await Promise.all(
platforms.map(platform =>
generateVideo({
...content,
dimensions: { width: platform.width, height: platform.height }
})
)
);
return videos;
}
4. Complete Pipeline
import { ContentPipeline } from '@/lib/pipeline';
async function runCompletePipeline(keyword: string) {
const pipeline = new ContentPipeline({
claudeApiKey: process.env.ANTHROPIC_API_KEY,
openaiApiKey: process.env.OPENAI_API_KEY,
rapidApiKey: process.env.RAPIDAPI_KEY
});
// Execute full pipeline
const result = await pipeline.execute({
keyword,
formats: ['toplist', 'how-to'],
languages: ['en', 'vi'],
generateVideo: true,
platforms: ['reels', 'tiktok', 'youtube-shorts']
});
return {
research: result.research,
articles: result.articles, // Array of generated articles
videos: result.videos, // Array of rendered videos
metadata: result.metadata
};
}
// Usage
const output = await runCompletePipeline('AI marketing automation 2024');
console.log(`Generated ${output.articles.length} articles`);
console.log(`Generated ${output.videos.length} videos`);
Common Patterns
Custom Content Format
import { defineContentFormat } from '@/lib/content/formats';
const customFormat = defineContentFormat({
name: 'comparison',
structure: {
introduction: { required: true },
comparisonTable: { required: true },
pros: { required: true },
cons: { required: true },
conclusion: { required: true }
},
prompt: `
Create a detailed comparison article about {topic}.
Include a comparison table, pros and cons for each option,
and a clear conclusion with recommendations.
`
});
const article = await generateContent({
research: researchData,
format: customFormat,
language: 'en',
tone: 'professional'
});
Scheduled Content Generation
import { scheduleContentGeneration } from '@/lib/scheduler';
// Schedule daily content generation
scheduleContentGeneration({
keywords: ['AI trends', 'marketing automation', 'content strategy'],
schedule: '0 9 * * *', // 9 AM daily
formats: ['toplist', 'pov'],
languages: ['en', 'vi'],
onComplete: async (results) => {
// Auto-publish or save to CMS
await publishToWordPress(results.articles);
await uploadToYouTube(results.videos);
}
});
Custom Video Template
// src/remotion/compositions/CustomTemplate.tsx
import { AbsoluteFill, Sequence, useCurrentFrame } from 'remotion';
export const CustomVideoTemplate: React.FC<{
title: string;
points: string[];
}> = ({ title, points }) => {
const frame = useCurrentFrame();
return (
<AbsoluteFill style={{ backgroundColor: '#000' }}>
<Sequence from={0} durationInFrames={60}>
<h1 style={{ color: '#fff', fontSize: 60 }}>{title}</h1>
</Sequence>
{points.map((point, i) => (
<Sequence key={i} from={60 + i * 90} durationInFrames={90}>
<div style={{ color: '#fff', fontSize: 40 }}>{point}</div>
</Sequence>
))}
</AbsoluteFill>
);
};
CLI Commands
If the project includes CLI tools:
# Generate content from command line
npm run generate -- --keyword "AI marketing" --format toplist --lang en
# Crawl news sources
npm run crawl -- --sources techcrunch,a16z --timeframe 24h
# Render video
npm run render-video -- --input ./content.json --output ./video.mp4
# Run complete pipeline
npm run pipeline -- --keyword "marketing trends 2024" --video
Development Server
# Start Next.js development server
npm run dev
# Access at http://localhost:3000
Troubleshooting
API Rate Limits
import { RateLimiter } from '@/lib/utils/rate-limiter';
const limiter = new RateLimiter({
maxRequests: 50,
perMilliseconds: 60000 // 50 requests per minute
});
async function crawlWithRateLimit(urls: string[]) {
const results = [];
for (const url of urls) {
await limiter.wait();
const data = await fetch(url);
results.push(data);
}
return results;
}
Video Rendering Errors
// Ensure ffmpeg is installed
// Linux/Mac: sudo apt-get install ffmpeg
// Windows: Download from ffmpeg.org
// Increase timeout for long videos
await renderMedia({
composition,
serveUrl: bundleLocation,
outputLocation,
timeoutInMilliseconds: 120000 // 2 minutes
});
Claude API Errors
import Anthropic from '@anthropic-ai/sdk';
const anthropic = new Anthropic({
apiKey: process.env.ANTHROPIC_API_KEY
});
try {
const message = await anthropic.messages.create({
model: 'claude-3-opus-20240229',
max_tokens: 4096,
messages: [{ role: 'user', content: prompt }]
});
} catch (error) {
if (error.status === 429) {
// Rate limit - implement exponential backoff
await new Promise(resolve => setTimeout(resolve, 5000));
} else if (error.status === 400) {
// Invalid request - check prompt length
console.error('Invalid request:', error.message);
}
}
Memory Issues with Large Content
// Process in chunks for large datasets
async function processLargeDataset(items: any[], chunkSize = 10) {
const results = [];
for (let i = 0; i < items.length; i += chunkSize) {
const chunk = items.slice(i, i + chunkSize);
const chunkResults = await Promise.all(
chunk.map(item => processItem(item))
);
results.push(...chunkResults);
// Clear memory between chunks
if (global.gc) global.gc();
}
return results;
}
Best Practices
- Always validate API keys before starting long-running pipelines
- Cache research data to avoid redundant crawling
- Use queues for video rendering to prevent memory overflow
- Implement retry logic for API calls with exponential backoff
- Monitor costs when using paid AI APIs (Claude, OpenAI)
- Store generated content with proper versioning and metadata
FAQ
What does the marketing-pipeline-automated-content skill do?
Automated AI content pipeline for research, scriptwriting, and video generation using Claude, OpenAI, and Remotion
How do I install marketing-pipeline-automated-content?
Run npx skills add https://github.com/reason-machines/marketing-skills --skill marketing-pipeline-automated-content in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/marketing-pipeline-automated-content/ (personal) or .claude/skills/marketing-pipeline-automated-content/ (project).
Which AI agents can use marketing-pipeline-automated-content?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is marketing-pipeline-automated-content safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains marketing-pipeline-automated-content?
It is published by reason-machines in reason-machines/marketing-skills. It has 523 recorded installs.
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