YTDan Legendary Duelist

Duelist, Yu-Gi-Oh! Content Creator & Author | YTDan, Legendary Duelist

I make tools to elevate the gameplay of all Duelists. The ultimate Yu-Gi-Oh! Content Creator with a metagame-cracking Decklist and a totally unique perspective. Check me out!

AI | DuelistGPT.com
Book | shorturl.at/wxAEW

Contact Me: Dan@YTDan.com



YTDan Legendary Duelist

Just Deployed a Yu-Gi-Oh! Genesys AI that uses GPT-5 to help you play the new format: chatgpt.com/g/g-68d1e0402a6881918b1b793b60d1c71a-y…

Video: https://youtu.be/gSzM3X9jeWw

1 month ago | [YT] | 30

YTDan Legendary Duelist

Guys am I in trouble? Dueling the kid this morning 🫡😁

1 month ago | [YT] | 46

YTDan Legendary Duelist

It has begun 🥹

1 month ago | [YT] | 90

YTDan Legendary Duelist

What y’all think about this for HyperGeo! Mascot! Check out the video today: This Gladiator Beast Deck Doesn’t Need Tri-Brigade — and It WINS Going Second!
https://youtu.be/-7BNyHEA9GQ

chatgpt.com/g/g-6867e5637eb481919c6ccc8224435536-h…

3 months ago | [YT] | 41

YTDan Legendary Duelist

The GPT is ready 1 Prompt can run the entire SignaCode process, teach YOU Computer Science, & launch a SaaS. 🔗SignaCodeGPT is LIVE [lnkd.in/gUZA679b]

SignaCode: The Generative Framework That Builds With You
After months of development, iteration, and symbolic recursion...
I'm proud to release SignaCode — both as a GPT you can talk to and a mental framework you can build from.

💡 What is SignaCode?
It’s more than a coding style. It’s a symbolic transformation engine.
It turns raw intent into structured code using six steps—from capture to iteration.
It’s not just “vibe coding.” It’s formal emergence.


🧠 Use the SignaCode Framework
I’ve open-sourced the full methodology and core principles here:
🔗 [lnkd.in/gyi9UYK2]


🤖 Use the SignaCode GPT
Now live on ChatGPT. Ask it to help you design, build, or think through code symbolically.

🔗GPT [lnkd.in/gUZA679b]


✨ Want to learn syntax and computer science while building a real app?
SignaCode will walk you through every step.

All you need is your intent. The system will emerge.

4 months ago | [YT] | 30

YTDan Legendary Duelist

It’s good to be back. A lot has happened during my evolution — my basement flooded and destroyed everything in my studio. I was lucky enough to save my PC… but I lost everything else. Out of that reset, I built something new:

The Hypergeometric Distribution App —
Designed to perfect your deck ratios using real math.

✅ The perfect 40-card deck is now modeled.
✅ The app is LIVE and 100% FREE for everyone.

🔚 TL;DR:
Want the tightest 40-card deck that mimics your 60-card performance?

➡️ Run 17 Starters, 18 Board Breakers/Hand-Traps, and 2 Garnets.

📌 Full combo potential.
📌 Board-breaking power.
📌 No bricks.

🎥 Check it out in my new video:
https://youtu.be/Stw0rfLiqDM?si=uwGVo...

With Duelist GPT & The Distribution App. you will NEVA MISS!!!!

K1 = 27 Starters & Extenders

K2 = 29 Board Breakers & Hand Traps

K3 = 4 Garnets to bury

Drawing 5 cards (going second)

Now, we’re asking the question:

Can we compress this into a 40-card deck without losing consistency?

🎯 Here’s what the data says:
🔷 K3 (Garnets) — Must Stay Buried
Copies P(≥1 in hand) Verdict
1 12.50% ✅ Safe
2 23.43% ✅ Safe
3 33.72% ❌ Too risky

📌 Only 1–2 Garnets allowed in a 40-card list to stay under the 30% brick threshold.

🔷 K1 (Starters & Extenders)
📊 With 17 cards in deck:

P(≥1 in hand): 91.27% ✅

P(2 in hand): 34.89% ✅

🔷 K2 (Disruptions / Board Breakers)
📊 With 18 cards in deck:

P(≥1 in hand): 91.17% ✅

P(2 in hand): 33.17% ✅

🧠 Optimal 40-Card Hypergeometric Spread:
Role Cards In-Hand Hit Rate Verdict
K1 (Starters) 17 ≥90% hit ✅ Distribution-Approved™
K2 (Disrupt) 18 ≥90% hit ✅ Meta-Strong
K3 (Garnets) 2 ≤30% chance ✅ Safely Buried
Deck Size 40 Tight & Tuned 🟩 Fully Optimized

This is hypergeometric optimization in action.
This is Distribution-Approved™.

4 months ago | [YT] | 86

YTDan Legendary Duelist

I can't be the only person who see’s Kuriboh in this painting!?!?

11 months ago | [YT] | 62

YTDan Legendary Duelist

Happy Thanksgiving!!!!! I'm Thankful for the Unemployment that awakened me to the life I was not LIVING. I love you all, have a wonderful night.

(this image was created by YOUTUBE AI) 🤯

11 months ago | [YT] | 111