Update README.md

README.md

@@ -12,4 +12,88 @@ short_description: An Open Source Cyber Security Agent
 license: apache-2.0
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# openMythos 🌌
+
+An open-source proactive security intelligence platform engineered to detect, analyze, and automatically remediate source-code vulnerabilities instantly before threat actors can exploit them.
+
+Built during the **Hugging Face Small Gradio Hackathon**, `openMythos` democratizes cutting-edge security auditing. It bridges an intuitive, interactive retro terminal interface with the elite agentic reasoning and long-context preservation architecture of a fine-tuned **Qwen3.6-27B** base model.
+
+---
+
+## 🎨 Visual Preview
+
+The interface features an immersive, distraction-free retro terminal architecture optimized for low-latency code-auditing loops:
+[Image to be added]
+
+---
+## The Idea
+
+Following the release of Claude's *Mythos* model, openMythos was designed to provide a fully open-source alternative. It can be run entirely locally, requiring zero internet connectivity or external dependencies to operate.
+
+---
+## 💡 Project Background & Core Philosophy
+
+In the modern AI landscape, maintaining organizational security has escalated into an arms race. Threat groups increasingly utilize specialized, autonomous AI agents to scan global codebases, identify edge-case zero-days, and uncover hidden vulnerabilities within seconds. 
+
+Major enterprises and corporations face severe threat profiles from this rapid evolution of malicious technology. This paradigm shift was accelerated by the launch of proprietary security intelligence layers like Claude's *Mythos* model—a breakthrough that raised defensive alarms across the cyber-security sector.
+
+**openMythos** counters this asymmetric risk. It delivers a freely accessible, open-weights variant of optimized defensive technology. Built specifically to secure software ecosystems, openMythos is systematically trained on sprawling cross-language vulnerability datasets to evaluate whole code repositories. It detects flaws, memory leaks, security configurations, and input bugs instantly, empowering software engineering teams to deploy hotfixes long before a threat vector is weaponized.
+
+---
+## Features
+
+This Gradio application seamlessly demonstrates how effectively it can discover vulnerabilities within user code.
+
+* **Zero-Configuration Input:** Simply paste your code, and the interface automatically handles the entire analysis workflow.
+* **Agentic Multi-Level Analysis:** Utilizes advanced agentic methods to evaluate codebases and trace security risks at multiple execution levels.
+
+
+## 🛠️ Security Data Sources & Vulnerability Training Context
+
+To achieve its precise vulnerability discovery rate, openMythos leverages a curated aggregation of top-tier industry-standard security definitions, advisory lists, and target exploit databases. 
+
+The model has been rigorously trained and fine-tuned on extensive datasets derived from the following security sources:
+
+* **[BigVul-Filtered](https://huggingface.co/datasets/himanshu17HF/BigVul-Filtered/)** – A curated version of the Big Vulnerability Dataset containing widespread common vulnerabilities, further filtered and optimized for maximum accuracy.
+* **[Arvix-Filtered](https://huggingface.co/datasets/himanshu17HF/ArvixImport-Filtered-Final)** – A collection of filtered academic research papers focused explicitly on programming language vulnerabilities.
+---
+## 🧠 Base Model Foundation
+
+The project utilizes **Qwen3.6-27B** as its foundational architecture. This parameter-dense model offers strong agentic coding capabilities and supports native context windows up to 262,144 tokens (extensible to over 1 million tokens via specialized scaling). This extended context allows openMythos to map complex variable trails and dependency structures across entire software repositories during a single security sweep.
+
+---
+
+## 📢 Product Demos & Social Ecosystem Coverage
+
+Stay up-to-date with active development branches, integration tutorials, and production stress tests:
+* **Interactive Project Demo Walkthrough:** [Watch the Social Media Demo Video & Technical Explainer Post](#) *(Link updated post hackathon evaluation window)*
+
+---
+
+## 🤝 Project Contributors & Ecosystem Credits
+
+Developed with ❤️ during the Hugging Face Small Gradio Hackathon by:
+* **KingNish** – [HuggingFace Profile](https://huggingface.co/KingNish)
+* **Himanshu** – [HuggingFace Profile](https://huggingface.co/himanshu17HF)
+
+---
+
+## 📜 Citations & Academic Attributions
+
+```bibtex
+@misc{openmythos2026,
+    title  = {openMythos: Defensive Security Code-Auditing Agent Interface via Qwen3.6 Context Preservation},
+    author = {KingNish and Himanshu},
+    year   = {2026},
+    howpublished = {Hugging Face Small Gradio Hackathon Project Suite}
+}
+
+@misc{qwen3.6-27b,
+    title  = {{Qwen3.6-27B}: Flagship-Level Coding in a {27B} Dense Model},
+    author = {{Qwen Team}},
+    month  = {April},
+    year   = {2026},
+    url    = {[https://qwen.ai/blog?id=qwen3.6-27b](https://qwen.ai/blog?id=qwen3.6-27b)}
+}