fr3kc0de

🧠 fr3kc0de Personal AI Infrastructure

Advanced AI Systems - Integrated & Production-Ready

fr3kc0de transforms your development workflow with proven AI methodologies - Forge patterns, Sage commands, Nexus context management, Flow collaborative workflows, and dynamic hooks - all integrated into a unified, multi-provider AI CLI.

🚀 Quick Start

# Install and run immediately
npx fr3kc0de

# Or install globally
npm install -g fr3kc0de
fr3kc0de

✨ What Makes fr3kc0de Special

🎨 Forge Pattern System (300+ AI Patterns)

Battle-tested prompt patterns for consistent, high-quality AI outputs:

# Extract wisdom from any content
forge_execute_pattern extract_wisdom "Your content here"

# Analyze claims for accuracy and bias
forge_execute_pattern analyze_claims "Claims to verify"

# Improve writing clarity and impact
forge_execute_pattern improve_writing "Text to enhance"

🗂️ Nexus (Universal File-based Context)

Hierarchical context management system for complex projects:

# Initialize project context structure
nexus_init_project "MyProject"

# Save insights at appropriate levels
nexus_save_context --name="analysis" --level="project" --content="..."

# Load context with inheritance
nexus_load_context "analysis"

🤖 Sage Command System (60+ Specialized Commands)

Domain-specific AI commands across 7 categories:

Analysis: analyze_claims, analyze_debate, analyze_prose Creation: create_summary, create_report, create_keynote Learning: explain_concept, create_quiz, create_study_guide Technical: explain_code, review_code, create_documentation Communication: improve_writing, create_email, translate_jargon Business: analyze_competitors, create_pitch, analyze_market Personal: create_plan, analyze_decision, extract_wisdom

# Execute specialized AI commands
sage_execute_command create_summary "Long document here"
sage_execute_command explain_code "function complex() { ... }"
sage_execute_command analyze_competitors "My business description"

🧠 Flow Digital Assistant (Collaborative Workflows)

Multi-step collaborative workflows for complex projects:

# Start collaborative research workflow
flow_start_session --name="research" --workflow="research_and_analyze"

# Continue with AI-guided steps
flow_continue_session --session-id="flow_xxx" --input="My research topic"

# Collaborative editing sessions
flow_collaborate --document="project-doc" --type="writing"

🔗 Dynamic Hook System

Automated validation and processing with custom hooks:

# List available hooks
hooks_list_hooks

# Create custom validation hooks
hooks_create_hook --name="validate_output" --type="post" --script-type="bash"

# Execute hooks manually
hooks_execute_hook "pre_analysis_validation"

🛠️ Multi-Provider AI Integration

Connect to multiple AI providers with automatic failover:

Supported Providers

• 🚀 Groq: Ultra-fast inference (Llama 3.3 70B, Qwen2.5, Mixtral)
• 🌟 OpenRouter: 200+ models (Claude 3.5 Sonnet, GPT-4, Gemini, DeepSeek R1)
• 🧠 DeepSeek: Advanced reasoning (DeepSeek-Chat, DeepSeek-R1)

Setup Your API Keys

# Configure providers interactively
fr3kc0de
# Follow the setup prompts to add your API keys

# Or use commands
/keys set openrouter YOUR_API_KEY
/model set anthropic/claude-3.5-sonnet

📋 Available Tools (70+ MCP Tools)

🎨 Forge Patterns (3 tools)

• forge_list_patterns - Browse 300+ patterns by category
• forge_execute_pattern - Execute specialized patterns
• forge_search_patterns - Search patterns by keyword

🗂️ Nexus Context (5 tools)

• nexus_list_contexts - List available contexts
• nexus_load_context - Load contexts with inheritance
• nexus_save_context - Save to hierarchical levels
• nexus_init_project - Initialize project structure
• nexus_get_aggregated - Combine multiple contexts

🤖 Sage Commands (5 tools)

• sage_list_commands - Browse 60+ specialized commands
• sage_execute_command - Execute domain-specific commands
• sage_get_command - Get command details
• sage_get_categories - Browse command categories
• sage_create_custom_command - Create custom commands

🧠 Flow Assistant (6 tools)

• flow_start_session - Start collaborative workflows
• flow_continue_session - Progress through workflow steps
• flow_list_sessions - Manage active sessions
• flow_get_session - Get session details
• flow_create_workflow - Design custom workflows
• flow_collaborate - Multi-participant editing

🔗 Dynamic Hooks (4 tools)

• hooks_list_hooks - List available hooks
• hooks_execute_hook - Execute specific hooks
• hooks_create_hook - Create automation scripts
• hooks_get_hook_stats - Hook system statistics

Plus Advanced Modules

• Intelligence: Smart methodology routing (BMAD, AutoExpert, Synapse, DSPy)
• Memory: Persistent storage and retrieval with tagging
• Data: Real-time streams and anomaly detection
• Adaptive: Reinforcement learning and behavioral analysis
• N8N: Workflow automation and deployment

🎯 Example Workflows

Content Analysis Workflow

# 1. Search for relevant patterns
forge_search_patterns "analysis"

# 2. Execute pattern for content extraction
forge_execute_pattern extract_wisdom "Your article content here"

# 3. Store insights in project context
nexus_save_context --name="content_analysis" --level="project" --content="Key insights..."

# 4. Create summary with Sage command
sage_execute_command create_summary "Detailed findings from analysis"

Code Development Workflow

# 1. Start collaborative session
flow_start_session --name="code_review" --workflow="code_development"

# 2. Explain existing code
sage_execute_command explain_code "function complex() { return x * y; }"

# 3. Review for issues
sage_execute_command review_code "Your code here"

# 4. Generate documentation
sage_execute_command create_documentation "Final code"

# 5. Create validation hooks
hooks_create_hook --name="validate_code" --type="post" --script-type="bash"

Learning Session Workflow

# 1. Start learning workflow
flow_start_session --name="learn_ai" --workflow="learning_session"

# 2. Explain complex concepts
sage_execute_command explain_concept "Machine Learning fundamentals"

# 3. Create study materials
sage_execute_command create_study_guide "ML concepts and examples"

# 4. Generate practice questions
sage_execute_command create_quiz "Study guide content"

# 5. Save learning progress
nexus_save_context --name="ml_learning" --level="session"

🔧 Advanced Configuration

Context Hierarchy

fr3kc0de uses the Nexus (Universal File-based Context) system:

• Global: ~/.fr3kc0de/context/global/
• Project: <project>/.fr3kc0de/context/
• Local: <directory>/.context/
• Session: <temp>/fr3kc0de-session/

Hook Directories

Dynamic hooks are loaded from:

• ~/.fr3kc0de/hooks/
• <project>/.fr3kc0de/hooks/
• <directory>/.hooks/

🚀 Why These Advanced Systems?

fr3kc0de integrates battle-tested AI methodologies developed and refined over years of real-world usage:

• Forge: 300+ prompt patterns used by thousands of developers
• Sage: Personal AI Infrastructure with proven command patterns
• Nexus: Universal context system for complex project management
• Flow: Collaborative AI workflows for team productivity

fr3kc0de integrates all these systems into a unified, production-ready CLI that you can use immediately.

📚 Resources

• MCP Protocol
• fr3kc0de Documentation
• Personal AI Infrastructure Guide

📄 License

MIT License - feel free to use fr3kc0de in your projects!

🤝 Contributing

We welcome contributions! Please see our DEVELOPMENT.md for setup instructions and contribution guidelines.

Get started in seconds: npx fr3kc0de ⚡