
ultimate-ai-content-pipeline
Automated content creation pipeline with AI research, multilingual script generation, and video rendering 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 ultimate-ai-content-pipeline- 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 ultimate-ai-content-pipeline 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.
Ultimate AI Content Pipeline
Skill by ara.so — Marketing Skills collection.
This project is a complete automated content creation pipeline that transforms keywords into fully-researched, multilingual articles and videos. It crawls recent data from sources like TechCrunch and Twitter, generates content using Claude/OpenAI, and renders videos using Remotion.
What It Does
- Auto-Research: Crawls and analyzes real-time data from news sources and social media
- AI Content Generation: Creates articles in multiple formats (toplist, POV, case study, how-to)
- Multilingual Support: Generates content in English and Vietnamese simultaneously
- Video Rendering: Automatically creates infographics and short-form videos from content
- Multi-Platform Export: Optimized 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 project root:
# AI APIs
ANTHROPIC_API_KEY=your_claude_api_key
OPENAI_API_KEY=your_openai_api_key
# Research APIs
RAPIDAPI_KEY=your_rapidapi_key
# Database (if applicable)
DATABASE_URL=your_database_url
# Video Rendering
REMOTION_LICENSE_KEY=your_remotion_license_key
Project Structure
├── src/
│ ├── app/ # Next.js app directory
│ ├── components/ # React components
│ ├── lib/
│ │ ├── ai/ # AI integration (Claude, OpenAI)
│ │ ├── research/ # Web scraping and data collection
│ │ ├── content/ # Content generation logic
│ │ └── video/ # Remotion video rendering
│ └── utils/ # Helper functions
├── remotion/ # Remotion video templates
└── public/ # Static assets
Core Usage Patterns
1. Research & Data Collection
import { autoResearch } from '@/lib/research/auto-scan';
// Crawl recent data on a topic
const researchData = await autoResearch({
keyword: 'AI automation',
sources: ['techcrunch', 'twitter', 'linkedin'],
timeframe: '24h',
language: 'en'
});
// Returns structured data with insights
console.log(researchData.insights);
console.log(researchData.sources);
console.log(researchData.statistics);
2. AI Content Generation with Claude
import Anthropic from '@anthropic-ai/sdk';
const anthropic = new Anthropic({
apiKey: process.env.ANTHROPIC_API_KEY,
});
async function generateContent(
topic: string,
format: 'toplist' | 'pov' | 'case-study' | 'how-to',
language: 'en' | 'vi'
) {
const message = await anthropic.messages.create({
model: 'claude-3-5-sonnet-20241022',
max_tokens: 4000,
messages: [
{
role: 'user',
content: `Create a ${format} article about ${topic} in ${language}.
Include data-backed insights and current trends.`
}
],
});
return message.content[0].text;
}
// Generate content
const article = await generateContent('AI Marketing Tools', 'toplist', 'en');
3. Multilingual Content Generation
import { generateMultilingualContent } from '@/lib/content/multilingual';
// Generate content in multiple languages simultaneously
const multilingualContent = await generateMultilingualContent({
topic: 'Content Automation Trends 2026',
format: 'how-to',
languages: ['en', 'vi'],
tone: 'professional', // or 'friendly', 'humorous'
researchData: researchData
});
console.log(multilingualContent.en); // English version
console.log(multilingualContent.vi); // Vietnamese version
4. Video Generation with Remotion
import { bundle } from '@remotion/bundler';
import { renderMedia, selectComposition } from '@remotion/renderer';
import { webpackOverride } from './remotion/webpack-override';
async function renderContentVideo(content: any) {
// Bundle the Remotion project
const bundleLocation = await bundle({
entryPoint: './remotion/index.ts',
webpackOverride,
});
// Select composition
const composition = await selectComposition({
serveUrl: bundleLocation,
id: 'ContentVideo',
inputProps: {
title: content.title,
points: content.keyPoints,
duration: 30, // seconds
},
});
// Render video
await renderMedia({
composition,
serveUrl: bundleLocation,
codec: 'h264',
outputLocation: `out/${content.slug}.mp4`,
});
}
5. Complete Content Pipeline
import { ContentPipeline } from '@/lib/pipeline';
const pipeline = new ContentPipeline({
aiProvider: 'claude', // or 'openai'
languages: ['en', 'vi'],
outputFormats: ['article', 'video', 'infographic']
});
// Run full pipeline
const result = await pipeline.run({
keyword: 'AI Marketing Automation',
contentFormat: 'toplist',
videoAspectRatio: '9:16', // for Reels/TikTok
autoPublish: false
});
console.log(result.articles); // Generated articles
console.log(result.videos); // Rendered video paths
console.log(result.metadata); // SEO and social metadata
API Integration Examples
Research API Integration
import axios from 'axios';
async function fetchTrendingTopics() {
const options = {
method: 'GET',
url: 'https://trending-topics-api.p.rapidapi.com/topics',
params: { category: 'technology' },
headers: {
'X-RapidAPI-Key': process.env.RAPIDAPI_KEY,
'X-RapidAPI-Host': 'trending-topics-api.p.rapidapi.com'
}
};
const response = await axios.request(options);
return response.data;
}
OpenAI Integration Alternative
import OpenAI from 'openai';
const openai = new OpenAI({
apiKey: process.env.OPENAI_API_KEY,
});
async function generateWithGPT(prompt: string) {
const completion = await openai.chat.completions.create({
model: 'gpt-4-turbo-preview',
messages: [
{
role: 'system',
content: 'You are an expert content writer specializing in marketing.'
},
{
role: 'user',
content: prompt
}
],
temperature: 0.7,
});
return completion.choices[0].message.content;
}
Running the Application
Development Server
# Start Next.js development server
npm run dev
# Access at http://localhost:3000
Video Rendering
# Render a specific composition
npx remotion render remotion/index.ts ContentVideo out/video.mp4
# Preview in Remotion Studio
npx remotion studio
Build for Production
# Build Next.js app
npm run build
# Start production server
npm run start
Common Workflows
Workflow 1: Generate Daily Content
import { scheduleContentGeneration } from '@/lib/scheduler';
// Schedule daily content generation
scheduleContentGeneration({
cron: '0 9 * * *', // 9 AM daily
topics: ['AI trends', 'Marketing automation', 'Content strategy'],
formats: ['toplist', 'how-to'],
languages: ['en', 'vi'],
autoRender: true,
autoPublish: false
});
Workflow 2: Trend-Based Content
async function generateTrendingContent() {
// 1. Research trending topics
const trends = await fetchTrendingTopics();
// 2. Generate content for top 3 trends
const contentPromises = trends.slice(0, 3).map(trend =>
generateContent(trend.title, 'pov', 'en')
);
const articles = await Promise.all(contentPromises);
// 3. Render videos for each article
for (const article of articles) {
await renderContentVideo(article);
}
return articles;
}
Workflow 3: Custom Content Format
interface CustomContentConfig {
topic: string;
targetAudience: string;
contentGoal: 'awareness' | 'engagement' | 'conversion';
includeDataPoints: boolean;
}
async function generateCustomContent(config: CustomContentConfig) {
const researchData = await autoResearch({
keyword: config.topic
});
const prompt = `
Create content about ${config.topic} for ${config.targetAudience}.
Goal: ${config.contentGoal}
${config.includeDataPoints ? 'Include relevant statistics and data points.' : ''}
Research insights: ${JSON.stringify(researchData.insights)}
`;
return await generateWithGPT(prompt);
}
Configuration Options
Content Generation Config
interface ContentConfig {
aiProvider: 'claude' | 'openai';
model?: string;
temperature?: number;
maxTokens?: number;
tone?: 'professional' | 'friendly' | 'humorous';
includeImages?: boolean;
seoOptimized?: boolean;
}
const config: ContentConfig = {
aiProvider: 'claude',
model: 'claude-3-5-sonnet-20241022',
temperature: 0.7,
maxTokens: 4000,
tone: 'professional',
includeImages: true,
seoOptimized: true
};
Video Rendering Config
interface VideoConfig {
fps: number;
width: number;
height: number;
codec: 'h264' | 'h265';
quality: 'low' | 'medium' | 'high';
aspectRatio: '16:9' | '9:16' | '1:1';
}
const videoConfig: VideoConfig = {
fps: 30,
width: 1080,
height: 1920,
codec: 'h264',
quality: 'high',
aspectRatio: '9:16' // for TikTok/Reels
};
Troubleshooting
API Rate Limits
import { RateLimiter } from '@/lib/utils/rate-limiter';
const limiter = new RateLimiter({
maxRequests: 50,
windowMs: 60000, // 1 minute
});
async function callAIWithRateLimit(prompt: string) {
await limiter.wait();
return await generateContent(prompt, 'toplist', 'en');
}
Error Handling
async function safeContentGeneration(topic: string) {
try {
const content = await generateContent(topic, 'toplist', 'en');
return { success: true, content };
} catch (error) {
if (error.status === 429) {
console.error('Rate limit exceeded, retry in 60s');
await new Promise(resolve => setTimeout(resolve, 60000));
return safeContentGeneration(topic);
}
if (error.status === 401) {
console.error('Invalid API key');
throw new Error('Check your API keys in .env.local');
}
console.error('Content generation failed:', error);
return { success: false, error: error.message };
}
}
Video Rendering Issues
// Check Remotion setup
import { getCompositions } from '@remotion/renderer';
async function debugRemotionSetup() {
try {
const bundleLocation = await bundle({
entryPoint: './remotion/index.ts',
});
const compositions = await getCompositions(bundleLocation);
console.log('Available compositions:', compositions);
} catch (error) {
console.error('Remotion setup error:', error);
console.log('Check: 1) remotion/ directory exists, 2) index.ts is valid');
}
}
Memory Management for Large Content
// Process content in batches
async function batchContentGeneration(topics: string[]) {
const batchSize = 5;
const results = [];
for (let i = 0; i < topics.length; i += batchSize) {
const batch = topics.slice(i, i + batchSize);
const batchResults = await Promise.all(
batch.map(topic => generateContent(topic, 'toplist', 'en'))
);
results.push(...batchResults);
// Clear memory between batches
if (global.gc) global.gc();
}
return results;
}
Best Practices
- Always validate research data before passing to AI
- Cache research results to avoid redundant API calls
- Use streaming for long-form content generation
- Implement retry logic for API failures
- Monitor AI costs with usage tracking
- Version control your prompt templates
- Test video renders before batch processing
FAQ
What does the ultimate-ai-content-pipeline skill do?
Automated content creation pipeline with AI research, multilingual script generation, and video rendering using Claude/OpenAI and Remotion
How do I install ultimate-ai-content-pipeline?
Run npx skills add https://github.com/reason-machines/marketing-skills --skill ultimate-ai-content-pipeline 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/ultimate-ai-content-pipeline/ (personal) or .claude/skills/ultimate-ai-content-pipeline/ (project).
Which AI agents can use ultimate-ai-content-pipeline?
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 ultimate-ai-content-pipeline 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 ultimate-ai-content-pipeline?
It is published by reason-machines in reason-machines/marketing-skills. It has 754 recorded installs.
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