diff --git a/README.md b/README.md
index d36d327..189e608 100644
--- a/README.md
+++ b/README.md
@@ -3,28 +3,40 @@
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE.md)
 [![Skills](https://img.shields.io/badge/Skills-139-brightgreen.svg)](#whats-included)
 
-> ### 🚀 Want 10x the power? Skip the setup entirely.
->
-> **[K-Dense Web](https://app.k-dense.ai)** is the full AI co-scientist experience—everything in this repo, plus:
->
-> | Feature | This Repo | K-Dense Web |
-> |---------|-----------|-------------|
-> | Scientific Skills | ✅ 139 skills | ✅ **200+ skills** (exclusive access) |
-> | Setup Required | Manual installation | **Zero setup** — works instantly |
-> | Compute | Your machine | **Cloud GPUs & HPC** included |
-> | Workflows | Basic prompts | **End-to-end research pipelines** |
-> | Outputs | Code & analysis | **Publication-ready** figures, reports & papers |
-> | Integrations | Local tools | **Lab systems, ELNs, cloud storage** |
->
-> **Researchers at Stanford, MIT, and leading pharma companies use K-Dense Web to accelerate discoveries.**
->
-> 🎁 **Get $50 in free credits** — no credit card required.
->
-> <a href="https://app.k-dense.ai"><img src="https://img.shields.io/badge/Try_K--Dense_Web-Start_Free-blue?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0IiBmaWxsPSJub25lIiBzdHJva2U9IndoaXRlIiBzdHJva2Utd2lkdGg9IjIiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIgc3Ryb2tlLWxpbmVqb2luPSJyb3VuZCI+PHBhdGggZD0iTTUgMTJoMTQiLz48cGF0aCBkPSJtMTIgNSA3IDctNyA3Ii8+PC9zdmc+" alt="Try K-Dense Web"></a>
->
-> *Learn more at [k-dense.ai](https://k-dense.ai)*
+A comprehensive collection of **139 ready-to-use scientific skills** for Claude, created by [K-Dense](https://k-dense.ai). Transform Claude into your AI research assistant capable of executing complex multi-step scientific workflows across biology, chemistry, medicine, and beyond.
 
-A comprehensive collection of **139 ready-to-use scientific skills** for Claude, created by the K-Dense team. Transform Claude into your AI research assistant capable of executing complex multi-step scientific workflows across biology, chemistry, medicine, and beyond.
+**Looking for the full AI co-scientist experience?** Try [K-Dense Web](https://app.k-dense.ai) for 200+ skills, cloud compute, and publication-ready outputs.
+
+<p align="center">
+  <a href="https://app.k-dense.ai">
+    <img src="docs/k-dense-web.gif" alt="K-Dense Web Demo" width="800"/>
+  </a>
+</p>
+
+---
+
+## K-Dense Web - The Full Experience
+
+Want 10x the power with zero setup? **[K-Dense Web](https://app.k-dense.ai)** is the complete AI co-scientist platform—everything in this repo, plus:
+
+| Feature | This Repo | K-Dense Web |
+|---------|-----------|-------------|
+| Scientific Skills | 139 skills | **200+ skills** (exclusive access) |
+| Setup Required | Manual installation | **Zero setup** — works instantly |
+| Compute | Your machine | **Cloud GPUs & HPC** included |
+| Workflows | Basic prompts | **End-to-end research pipelines** |
+| Outputs | Code & analysis | **Publication-ready** figures, reports & papers |
+| Integrations | Local tools | **Lab systems, ELNs, cloud storage** |
+
+**Researchers at Stanford, MIT, and leading pharma companies use K-Dense Web to accelerate discoveries.**
+
+**Get $50 in free credits** — no credit card required.
+
+<a href="https://app.k-dense.ai"><img src="https://img.shields.io/badge/Try_K--Dense_Web-Start_Free-blue?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0IiBmaWxsPSJub25lIiBzdHJva2U9IndoaXRlIiBzdHJva2Utd2lkdGg9IjIiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIgc3Ryb2tlLWxpbmVqb2luPSJyb3VuZCI+PHBhdGggZD0iTTUgMTJoMTQiLz48cGF0aCBkPSJtMTIgNSA3IDctNyA3Ii8+PC9zdmc+" alt="Try K-Dense Web"></a>
+
+*Learn more at [k-dense.ai](https://k-dense.ai)*
+
+---
 
 These skills enable Claude to seamlessly work with specialized scientific libraries, databases, and tools across multiple scientific domains:
 - 🧬 Bioinformatics & Genomics - Sequence analysis, single-cell RNA-seq, gene regulatory networks, variant annotation, phylogenetic analysis
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