🧬 NNTN Skill Architecture — Full Map

17/04/2026 · 23 skills · Brief #008 COMPLETE · introvertlogic 18 posts live
2 Opus 15 Sonnet +1 NEW (infographic-draft) seo-monitor v1.1 1 Plugin (skill-creator)

🖥️ NNTN Operating Model (Karpathy LLM OS — T1.1)

ไทน์ = Operating System Manager · Not a tool user — a pilot of an Iron Man suit

Kernel Executor
⚡ Claude Code — write code, run tools, apply ops
Research Co-processor
🔬 Gemini CLI — source discovery, deep research
Free Compute Engine
📓 NotebookLM — heavy analysis offloaded to Google
Long-term Memory (Disk)
📂 NNTN-Vault — Obsidian markdown persistence
Working Memory (RAM)
🧠 Context Window — manage like RAM, new chat per topic
Kernel Config
📝 claude.md — rules, persona, Operating Model
Installed Programs
🧩 skills/ — 23 capability units
IPC Bus
📨 _responses/ — Claude ↔ Gemini signaling

✅ Tier 1 ยกเครื่องใหญ่ — ALL COMPLETE (17/04/2026)

✅
T1.1
LLM OS Manager identity in claude.md
✅
T1.2
Verification before "เสร็จ" (closing step 4)
✅
T1.3
Token hygiene — new chat per topic (Rule 6)
✅
T1.4
Chain of Thought before concluding (R9)

🔬 GOD MODE Research Pipeline (v1.1)

💬ไทน์ input"หัวข้อ" หรือ URL
→
🔬nntn-research-pipelineSuper Skill router v1.1
→
🔍nntn-youtube-discoveryyt-dlp search → pick
🎬nntn-youtube-research1 URL → 4 questions
📚nntn-multi-source2+ sources → 5 questions
🤖Gemini CLI v1.4.1open-ended discovery
→
📓NotebookLMfree Google compute
→
📝ArchiveNNTN-Vault/Areas/
🎨Deliverablesinfographic/podcast/slides/quiz/flashcards/mindmap
Routing: "หาคลิป" → discovery · 1 YouTube URL → youtube-research · 2+ sources → multi-source · 0 sources non-YT → Gemini CLI

🧩 All 23 Skills — Full Inventory

🟢 = NEW (16-17/04) · 🟡 = UPDATED · ⚪ = Original (unchanged) · 🌐 = introvertlogic project
🔬nntn-research-pipelineNEW v1.1
Super Skill — unified entry point for all research. Routes by source type + count.
Sonnet214 lines~/.claude/skills/GOD MODE
🎬nntn-youtube-researchNEW v1.1
YouTube URL → NotebookLM extract → 4 NNTN questions → archive + optional deliverable
Sonnet219+ lines~/.claude/skills/GOD MODE
📚nntn-multi-source-researchNEW v1.1
2+ sources (YouTube/PDF/web) → NotebookLM cross-synthesis → 5 questions + deliverable
Sonnet287+ lines~/.claude/skills/GOD MODE
🔍nntn-youtube-discoveryNEW v1.0
yt-dlp search YouTube by query → structured results → ไทน์ picks → routes to sub-skill
Sonnet~120 lines~/.claude/skills/GOD MODE
🩺nntn-wiki-lintNEW v1.1
Vault health check — orphan pages, broken links, stale validated:false, contradictions
Sonnet~200 lines~/.claude/skills/Karpathy
🧠second-brainUPD v1.5
Strategic/governance layer — 3-Layer Hierarchy, 4-Phase workflow, KPI gates (Cynefin + DQ 6D/6E), Oracle integration. Narrowed from v1.4 — delegates execution to pipeline.
OpusOpus2151 linesClaude-Work/.claude/skills/v1.2026.0416.5
🎯nntn-cooUPD R8+R9
COO Orchestrator — R8 dual-path (NotebookLM + Gemini), R9 Chain of Thought, closing step 4 verification + step 5 persona check. Room routing + Validation Gate.
Opus1376 linesClaude-Work/.claude/skills/v1.2026.0416 · DATA+PROFILES+LOGS
📓notebooklmUPD +context
Generic NotebookLM CLI wrapper — NNTN context note added: delegates research to pipeline, direct use for ad-hoc artifacts only.
Sonnet480+ lines~/.claude/skills/pip: notebooklm-py
🛠️nntn-platformSonnet
Platform & Infrastructure — Supabase DBA, web UI, GitHub Pages, migrations, non-meat stock, E2E testing
1844 linesClaude-Work/.claude/skills/v1.2026.0415
✅qa-nntnSonnet
QA Gate — Playwright E2E pre-push verification on NNTN HTML files
205 linesClaude-Work/.claude/skills/
📊nntn-biz-analystSonnet
Business Analyst + Sales Ops — ยอดขาย, FC%, Grab/Wongnai analysis, KPI, menu performance
1333 linesClaude-Work/.claude/skills/v1.2026.0415
🍳nntn-cookingbookSonnet
F&B Cost Controller — BOM, RCP, FC%, yield, pricing, Supabase cookingbook schema
447 linesClaude-Work/.claude/skills/v1.2026.0415
⚡cli-nntnSonnet
CLI Protocol — Web App ↔ CLI handoff, browser/screenshot/script tasks
131 linesClaude-Work/.claude/skills/
📖platform-refSonnet
Reference Library — full-stack patterns, GitHub workflows, Playwright deep patterns
1527 linesClaude-Work/.claude/skills/v1.2026.0415
📋skill-nominateNEW · 17/04
Skill Self-Nomination — session close ตรวจ workflow pain → เขียน proposal ส่ง COO review. ห้ามสร้าง skill ตรง — nominate เท่านั้น. Trigger: introvertlogic session close + pain signal
Sonnet~60 lines~/.claude/skills/🌐 introvertlogic
🌐introvertlogic-blogNEW · Web Master
Master Orchestrator — introvertlogic.com AI-only blog experiment. Routes งาน blog ทั้งหมด → blog-research / blog-draft / blog-publish sub-skills
Sonnet~80 lines~/.claude/skills/🌐 introvertlogic
🔍blog-researchNEW
Research depth router — WebSearch (quick) / Agent subagent (synthesis) / GOD MODE NotebookLM (deep). ก่อนเขียน post ทุกครั้ง
Sonnet~50 lines~/.claude/skills/🌐 introvertlogic
✍️blog-draftUPD GOD MODE
Thai story style writer — Hook→Tension→Discovery→Insight→Close + Hook Framework + Rhythm Rules. Validated from 5-source GOD MODE research (17/04). ห้าม draft โดยไม่มี _research/
Sonnet~60 lines~/.claude/skills/🌐 introvertlogic
🚀blog-publishNEW
Cover gen (DALL-E/Flux + STYLE_DNA) → SEO → WordPress upload → IndexNow ping → verify screenshot. มี fallback สำหรับ API fail
Sonnet~90 lines~/.claude/skills/🌐 introvertlogic
🎨infographic-draftNEW · 17/04
Visual-first infographic สำหรับ /ai posts — 8-scene arc (Hero→Pain→Metaphor→Solution→Before/After→Stats→Flow→Verdict) B&W + 1 accent HTML. MANDATORY สำหรับ /ai pillar
Sonnet127 lines~/.claude/skills/🌐 introvertlogic
🩺site-health-agentNEW · 17/04
Site health monitor — 10 checks: broken posts, missing media, SSL expiry, HTTP→HTTPS, page load, JS errors, WP Site Health API, DNS, sitemap, hosting subscription
Sonnet~/.claude/skills/🌐 introvertlogic
📈seo-monitorUPD v1.1
SEO monitor v1.1 — หา striking distance keywords (position 4-15) + ตรวจ on-page issues. รองรับ seo-meta และ Yoast. Token refresh อัตโนมัติ, 0-rows handler สำหรับเว็บใหม่
Sonnet~/.claude/skills/🌐 introvertlogic
📅content-calendarNEW · 17/04
Content calendar planner — วิเคราะห์ content gaps จาก WordPress inventory + GSC demand signal → แนะนำ 4 posts/month + สร้าง brief HTML
Sonnet~/.claude/skills/🌐 introvertlogic

🏛️ Twin-Engine Architecture (v1.3 Sovereign Vaults + v1.4.1 Protocol)

⚡Claude CodeExecution Engine
NNTN-Vault/** (sovereign)
23 skills · Supabase · Discord · Oracle
←→
_responses/
v1.4.1 protocol
sovereign boundary
🔬Gemini CLIResearch Engine
Gemini-Library/** (sovereign)
NotebookLM · Web search · YouTube

📂 NNTN-Vault Structure (Karpathy Wiki Pattern)

NNTN-Vault/
├── raw/ ← source of truth, read-only (transcripts, PDFs)
├── Areas/ ← wiki pages (23 files, 0% orphan)
│   ├── _index.md ← master index (auto-maintained)
│   ├── youtube-*.md ← video research archives
│   ├── synthesis-*.md ← multi-source synthesis
│   ├── karpathy-*.md ← Karpathy cluster (3 files)
│   ├── concept-*.md ← evergreen principles
│   ├── reference-*.md ← domain-specific knowledge
│   ├── infographics/ ← NotebookLM-generated visuals
│   └── solar-deliverables/ ← 7/7 deliverable test
├── Projects/ ← per-room operational folders
├── System/ ← protocols, templates
├── Journal/ ← ไทน์'s human zone
├── claude.md ← Kernel config + Persona Learning Loop + Operating Model
└── 🏠 Home.md ← dashboard
🌐 Our Commands (introvertlogic) 📊 SWOT+TOWS
Updated: 17/04/2026 · NNTN Operating System · ไทน์ = OS Manager · 23 skills · Brief #008 COMPLETE