TH EN
IDEA2LEVEL AUTOMATION SYSTEM v1.0

AI Content Automation Pipeline

From real daily work — to content on every platform, in TH + EN
Fully automated with AI + n8n

9Stages
14+Platforms
2–21Content/Day
~40mPer Content
00 Pipeline Overview — Hover each node for details
Every stage is connected via n8n automation — from raw content capture all the way to auto-post + ads
📱CAPTURECapture Raw
→
🔬RESEARCHResearch
→
✏️CREATESlide+Script
→
🎬PRODUCEVDO+Media
→
📡DISTRIBUTEAuto-Post
→
♻️REPURPOSEBlog+Social
→
🌐TRANSLATETH↔EN
→
📣ADSAds
→
📊ANALYTICSMetrics
01-09 Stage Details
Each stage combines AI + tools working together — all orchestrated by n8n
📱
① CAPTURE
Grab raw content from real work
  • 1Work on real tasks every day — take notes / voice memos / screenshots
  • 2Screen record while coding / trading / debugging with OBS
  • 3Send to n8n webhook → auto-trigger the pipeline
Cursor AIOBS Studion8n Webhook
🔬
② RESEARCH
Deep dive + summarize + enrich
  • 1Feed raw content into NotebookLM → deep research
  • 2OpenCrawl scrapes related web data
  • 3OpenRouter/Claude analyzes everything + generates a Content Brief
NotebookLMOpenCrawlOpenRouterClaude
✏️
③ CREATE
Build slides + scripts in TH/EN
  • 1Claude structures the slide deck from the Brief
  • 2python-pptx converts it to .pptx using the Brand Template
  • 3Claude writes the script using Nat's Voice Card (TH+EN)
  • 4Anti-AI pattern check per Blog_Skill.md
OpenRouterClaudepython-pptxBlog_Skill.md
🎬
④ PRODUCE
VDO + Voice Clone + Media + Thumbnail
  • 1MiniMax clones your voice → audio in TH + EN
  • 2FFmpeg merges slides + audio → final video
  • 3Whisper auto-generates subtitles
  • 4AI enhances + resizes for every platform format
  • 5DALL-E generates thumbnails in Brand Style
MiniMaxFFmpegWhisperDALL-ESharp
📡
⑤ DISTRIBUTE
Auto-post to every platform in TH + EN
  • 1Claude writes platform-specific captions
  • 2n8n auto-posts to all channels simultaneously
  • 3FB, YT, LinkedIn, IG, X, TikTok, Medium, Dev.to, Substack, Web
  • 4Log post IDs → tracking DB
n8nFB APIYT APILinkedIn APIX APITikTok API
♻️
⑥ REPURPOSE
VDO → Blog + Social + Carousel
  • 1Script → blog post following Blog_Skill.md
  • 2Pull key quotes → micro-content for social
  • 3Auto-generate carousels + infographics
  • 4Human Authenticity check on every output
OpenRouterClaudeDALL-ESupabase
🌐
⑦ TRANSLATE
Re-write TH → EN (not just translate)
  • 1Blog TH → Claude re-writes in EN (EN DNA)
  • 2Caption TH → re-write per platform in EN
  • 3New hooks, universal analogies, USD, EN voice style
  • 4Every TH content → auto-triggers the EN pipeline
OpenRouterClaudeWhisperBlog_Skill.md EN DNA
📣
⑧ ADS
AI-managed ads across all platforms
  • 1Claude analyzes top performers
  • 2Auto-boost posts with high engagement
  • 3A/B test ad copy + audience targeting
  • 4FB, YT, LinkedIn, IG/TikTok, Google Ads
FB Marketing APIGoogle Ads APILinkedIn Ads API
📊
⑨ ANALYTICS
Track results + AI suggests next topics
  • 1n8n pulls metrics from every platform daily
  • 2Stored in Supabase analytics DB
  • 3Grafana dashboard in real-time
  • 4Claude recommends topics + adjusts strategy
n8nSupabaseGrafanaClaude
OUT Output — Every Platform in TH + EN
From 2-3 raw inputs per day — distributed as 21+ content pieces daily
📘FacebookVDO + Post
THEN
▶️YouTubeLong VDO + Shorts
THEN
💼LinkedInProfessional
THEN
📸InstagramReel + Carousel
THEN
🐦X (Twitter)Thread + Clip
THEN
🎵TikTokShort VDO
THEN
📝MediumBlog EN
EN
👨‍💻Dev.toTech Blog EN
EN
📬SubstackNewsletter EN
EN
🌐idea2levelBlog TH+EN
THEN
📌PinterestInfographic
EN
❓QuoraAnswer SEO
EN
DAY Daily Workflow — A Real Work Day
2-3 real tasks every day — the system handles everything else — 21+ outputs/day
07:00
You start your real work — code / trade / business / AI
All Day
CAPTURE: Take notes / screenshots / voice memos → n8n webhook
⚡ Auto-triggers the pipeline instantly
+5 min
RESEARCH: NotebookLM + OpenCrawl + Claude generate a Content Brief
⚡ Automated ~5 min
+15 min
CREATE: Slides + Script TH/EN (Nat's Voice + Anti-AI check)
⚡ Automated ~10 min
+30 min
PRODUCE: Voice clone + VDO + Subtitles + Thumbnails for every format
⚡ Automated ~15 min
+35 min
REPURPOSE + TRANSLATE: Blog + Social + EN versions of everything
⚡ Automated ~10 min
+40 min
DISTRIBUTE: Auto-post to every channel TH + EN simultaneously
⚡ Automated → 12+ platforms
21:00
ADS: AI analyzes + auto-boosts top performers
⚡ Automated daily
00:00
ANALYTICS: Collect metrics + AI recommends next topics
⚡ Automated nightly
TECH Tech Stack — Full Tech Stack
🧠 AI Layer
  • OpenRouter → ClaudeWriting / Analysis / Strategy
  • OpenRouter → GPT-4oImage Gen (DALL-E)
  • MiniMaxVoice Clone TH + EN
  • NotebookLMDeep Research
  • WhisperSpeech-to-Text (self-hosted)
  • Cursor AIDevelopment + Writing
🔧 Automation Layer
  • n8nWorkflow Orchestration
  • OpenCrawlWeb Scraping
  • Cron JobsScheduled Tasks
🎬 Production Layer
  • FFmpegVDO Assembly / Resize / Subs
  • python-pptxSlide Generation
  • Sharp (Node.js)Image Resize/Optimize
  • OBS StudioScreen Recording
📡 Distribution + Ads
  • Facebook Graph APIFB + IG Post & Ads
  • YouTube Data API v3YT Upload + Google Ads
  • LinkedIn APILI Post + Ads
  • X API v2Twitter Post
  • TikTok / Medium / Dev.toAPIs
🗄️ Data & Infra
  • Supabase (PostgreSQL)Content + Analytics DB
  • MinIO / S3File Storage
  • GrafanaDashboard
  • Self-hosted ServerAll Infrastructure
📋 Content DNA
  • Blog_Skill.md v5.0Blog Production Pipeline
  • Nat's Voice CardHuman Authenticity
  • Brand Style GuideVisual Consistency
  • Anti-AI BlacklistTH + EN Word Filter

From Real Work → Content on Every Platform

Fully automated — you just do the work you love, the system handles the rest

2-3
Raw Input / Day
21+
Content Output / Day
14+
Platforms
~40m
Process Time