Update README.md

README.md

@@ -1,18 +1,47 @@
 ---
 title: Purple Team Code Workbench
-emoji: 📉
+
+emoji: 🛡️
+
 colorFrom: purple
-colorTo: gray
+colorTo: indigo
+
 sdk: streamlit
 sdk_version: 1.57.0
+
+python_version: "3.11"
+
 app_file: app.py
+
 pinned: true
+
 license: apache-2.0
-short_description: Streamlit code-generation surface for purple-team workflows.
+
+short_description: >
+  AI workbench for purple-team security workflows.
+
+tags:
+  - cybersecurity
+  - purple-team
+  - defensive-security
+  - ai-security
+  - code-generation
+  - streamlit
+  - llm
+  - red-team
+  - blue-team
+  - security-research
+  - transformers
+  - generative-ai
+
 models:
-- HauhauCS/Gemma-4-E4B-Uncensored-HauhauCS-Aggressive
-- DeepHat/DeepHat-V1-7B
-- llama3-8b-8192
+  - DeepHat/DeepHat-V1-7B
+  - HauhauCS/Gemma-4-E4B-Uncensored-HauhauCS-Aggressive
+  - meta-llama/Meta-Llama-3-8B-Instruct
+
+suggested_hardware: cpu-upgrade
+suggested_storage: small
+
 thumbnail: >-
   https://cdn-uploads.huggingface.co/production/uploads/67c714e90b99a2332e310979/L02-prFfHa7eBZGVf4uvR.jpeg
 ---
@@ -36,7 +65,7 @@ thumbnail: >-
 
 ## Overview
 
-Purple Team Code Workbench is a Streamlit-based operational interface designed for structured, scope-aware security engineering workflows.
+Purple Team Code Workbench is an AI-assisted cybersecurity experimentation environment designed for defensive researchers, purple-team operators, and security engineers. The platform combines LLM-driven code generation, workflow prototyping, and adversarial simulation capabilities inside a lightweight Streamlit interface.
 
 The platform focuses on:
 
@@ -52,6 +81,42 @@ The system is intentionally structured around controlled workflows rather than u
 
 ---
 
+## Safety & Intended Use
+
+Purple Team Code Workbench is intended for:
+
+- Authorized security testing
+- Defensive security research
+- Secure software experimentation
+- Educational cybersecurity workflows
+- Purple-team simulation and analysis
+
+This project is not intended for unauthorized access, malware deployment, credential theft, persistence mechanisms, or destructive operations.
+
+Users are responsible for complying with applicable laws, organizational policies, and authorization requirements.
+
+---
+
+## Model Roles
+
+| Model | Purpose |
+|---|---|
+| Gemma-4-E4B-Uncensored | Creative adversarial ideation and unrestricted experimentation |
+| DeepHat-V1-7B | Security-oriented coding and workflow assistance |
+| Llama 3 8B Instruct | General reasoning and structured instruction following |
+
+---
+
+## Runtime Environment
+
+- Python 3.11
+- Streamlit 1.57.0
+- Transformers-based inference stack
+- CPU-compatible deployment
+- Optional GPU acceleration
+
+---
+
 ## Core Design Principles
 
 ### Scope-First Architecture
@@ -306,7 +371,7 @@ This project is provided for authorized security research, defensive engineering
 
 The maintainers assume no liability for misuse, unauthorized deployment, or operational damage caused by derivative implementations.
 
-Because eventually someone always tries to turn a workflow engine into a cyberpunk side quest.
+Generated outputs may contain inaccuracies, insecure assumptions, or incomplete implementations. Human review is required before production or operational use.
 
 ---