Mastery

Vodou Mastery - Advanced Techniques & Best Practices

⚠️ CRITICAL: AI Agent Instructions

This skill teaches advanced Vodou techniques. You MUST:

For Human Users (Progressive Disclosure):

1. Present the overview first - Give users a solid foundation
2. Use stopping points - Guide users to specific topics based on their needs
3. Progressive disclosure - Start broad, go deep on demand
4. Reference supporting docs - Use references/ and assets/ for detailed info
5. Give users control - Let them choose what to learn

For AI Agent Learning (BYPASS MODE):

When you need to quickly learn all Vodou mastery content for your own knowledge:

1. Read all reference files immediately (bypass stopping points):

   • references/parallel-execution.md - Complete parallel execution guide
   • references/orchestration-patterns.md - All orchestration patterns
   • references/skills-advanced.md - Advanced skills usage
   • references/intents-advanced.md - Advanced intent management
   • references/work-logging.md - Complete logging guide
   • references/workflow-examples.md - Real-world examples
   • references/pro-tips.md - Expert tips and best practices

2. Read all asset files:

   • assets/workflow-patterns.md - Common workflow patterns
   • assets/orchestration-examples.md - Orchestration examples

3. Read the complete SKILL.md - All sections and stopping points

BYPASS RULE: When loading this skill for YOUR OWN LEARNING (not presenting to users), read all references and assets immediately. When presenting to HUMAN USERS, use progressive disclosure with stopping points.

This skill contains advanced Vodou knowledge. Use progressive disclosure for users - but bypass for your own learning!

📖 Quick Overview: What is Vodou Mastery?

Vodou Mastery teaches you to use Vodou's advanced capabilities effectively:

• Parallel Execution - Run 5-10 tools simultaneously (3-7x faster)
• Workflow Orchestration - Tools direct what executes next
• Skills System - Expert guidance with user control (66+ active skills)
• Intent Mappings - Custom natural language routing (392+ intent mappings)
• Scripts System - Background job execution and management
• Work Logging - Track your work systematically
• Right Context at the Right Time - On-demand, relevant context
• Daisy-Chain Workflows - MCP results flow into Skills

Key Philosophy: Vodou transforms you from a sequential tool user into an intelligent workflow orchestrator with expert guidance, parallel processing, and full user control.

🛑 STOPPING POINT 1: What Would You Like to Master?

Now that you understand the basics, what advanced topic would you like to explore?

Choose a topic:

1. ⚡ Parallel Execution - Master running multiple tools simultaneously for 3-7x speedup
2. 🎯 Workflow Orchestration - Learn how tools direct what executes next
3. 🧠 Skills System - Advanced skill usage and creation
4. 🔗 Intent Mappings - Create custom natural language routing
5. 📝 Work Logging - Systematic work tracking and metadata
6. 🔄 Real-World Workflows - Complete examples and patterns
7. 💡 Pro Tips & Best Practices - Expert techniques and optimizations
8. 📚 All Reference Guides - Access all detailed documentation

Please tell me which number (1-8) interests you, or say "all" for everything!

⚡ Section 1: Parallel Execution - The Game Changer

Quick Summary

Parallel execution is Vodou's superpower - running multiple tools simultaneously instead of one at a time.

Key Points:

• Execute 5-10 MCP tools in parallel
• 3-7x faster than sequential execution
• Automatic result correlation
• Think in parallel, not sequential

Real Performance Comparison

Traditional Sequential Approach:

# ❌ SLOW - Sequential execution (15-30 seconds)
./do "check cpu"          # 3-4 seconds
./do "check memory"       # 3-4 seconds  
./do "check disk"         # 3-4 seconds
./do "analyze code"       # 5-8 seconds
# Total: ~15-20 seconds + manual correlation

Vodou Parallel Approach:

# ✅ FAST - Parallel execution (3-5 seconds total)
./do "cpu memory disk analyze-code"
# All execute simultaneously, results correlated automatically
# 5-7x FASTER + comprehensive analysis

🛑 STOPPING POINT 2: Parallel Execution Depth

How deep do you want to go?

Option 1: Quick Overview

• Basic parallel execution examples
• Simple patterns
• 2-3 minutes

Option 2: Comprehensive Guide

• All parallel patterns
• Power user examples
• Best practices
• 10-15 minutes

Option 3: Advanced Patterns

• Complex parallel workflows
• Cross-server coordination
• Performance optimization
• 20+ minutes

Your choice? (1, 2, or 3)

For detailed parallel execution guide, see: references/parallel-execution.md

🎯 Section 2: Workflow Orchestration - The Intelligence Revolution

Quick Summary

Workflow Orchestration means tools direct what executes next based on results - intelligent automation.

Key Points:

• Tools can trigger next steps automatically
• Conditional workflows based on results
• User choices determine workflow paths
• Cross-server orchestration
• Triple-layer orchestration - Mix MCP servers, Skills, and Scripts in a single workflow

How Orchestration Works

Traditional: Manual Steps

./do "check cpu"                    # Step 1: See CPU usage
./do "check memory"                 # Step 2: Manually check memory
./do "run optimization"             # Step 3: Manually decide to optimize

Vodou Orchestration: Intelligent Workflow

./do "optimize my system"
# Analysis → Detection → Options → Execution → Verification
# Each step informs the next, user chooses path

🛑 STOPPING POINT 3: Orchestration Learning Path

What aspect of orchestration interests you?

Option 1: Basic Orchestration

• How orchestration works
• Simple examples
• Getting started

Option 2: Advanced Patterns

• Database-driven orchestration (Pattern 4)
• Triple-layer orchestration (Pattern 5: MCP + Skills + Scripts)
• Cross-server workflows
• Custom orchestration directives
• Complex patterns

Option 3: Real-World Examples

• Complete workflow examples
• Step-by-step walkthroughs
• Best practices

Your choice? (1, 2, or 3)

For detailed orchestration guide, see:

• references/orchestration-patterns.md - All orchestration patterns
• docs-DEV/database-driven-orchestration.md - Complete Database-Driven Orchestration documentation (Pattern 4 & 5) (internal)

🧠 Section 3: Skills System - The Intelligence Layer

Quick Summary

Skills are expert guides that teach AI agents (and you) how to accomplish tasks effectively.

Key Points:

• Skills checked FIRST before other operations
• Interactive guidance with stopping points
• Can execute Vodou commands and MCP tools
• User control at decision points
• 66+ active skills with built-in Rust executor
• 183 skill intent mappings for natural language access

Skills First Priority

CRITICAL RULE: When you receive an oi command, ALWAYS check for matching skills FIRST.

# When a user types:
./do "create oi skill"

# Vodou's priority order:
# 1. ✅ FIRST: Look for matching skill (finds skill-development)
# 2. Load and present the skill's guidance
# 3. Use remaining context to focus on specific aspects

🛑 STOPPING POINT 4: Skills Learning Path

What do you want to learn about skills?

Option 1: Using Skills

• How to use existing skills
• Finding the right skill
• Following skill workflows

Option 2: Creating Skills

• Skill development guide
• Best practices
• Templates and examples

Option 3: Advanced Skills

• Interactive skills
• Skills that execute commands
• Orchestration in skills

Your choice? (1, 2, or 3)

For detailed skills guide, see: references/skills-advanced.md

🔗 Section 4: Intent Mappings - Natural Language Routing

Quick Summary

Intent Mappings route natural language keywords to MCP server tools OR Skills.

Key Points:

• Map keywords to server::tool (MCP servers)
• Map keywords to vodou-core::vc_load_skill (Skills)
• Priority system for conflict resolution
• Create custom intents for your workflows
• 183 skill intents + 209 MCP tool intents = 392+ total intent mappings

How Intents Work

MCP Server Intents:

cpu → mcp-monitor::get_cpu_info (priority: 10)

Skill Intents:

hello → vodou-core::vc_load_skill
  tool_parameters: {"skill_name": "hello"}

🛑 STOPPING POINT 5: Intent Management

What do you want to do with intents?

Option 1: View Existing Intents

• List all intents
• Understand current mappings
• See how they work

Option 2: Create New Intents

• Add MCP server tool intents
• Add skill intents
• Set priorities

Option 3: Advanced Intent Patterns

• Orchestration in intents
• Complex routing patterns
• Best practices

Your choice? (1, 2, or 3)

For detailed intents guide, see: references/intents-advanced.md

📝 Section 5: Work Logging - Your Digital Memory

Quick Summary

Work Logging tracks your work systematically for future context.

Key Points:

• Log with categories and metadata
• Track features, bugfixes, analysis, etc.
• Rich metadata for analytics
• Future context for AI agents

Logging Format

# Basic logging
./do "log: Fixed authentication bug"

# Rich logging with metadata (RECOMMENDED)
./do "log: feature: Implemented JWT authentication | component: auth | files_changed: 5 | duration: 2h | complexity: high"

Categories: feature, bugfix, analysis, documentation, testing, refactor, performance, security, config, deployment, maintenance, research, planning, review

🛑 STOPPING POINT 6: Work Logging Depth

How detailed do you want to get?

Option 1: Quick Start

• Basic logging format
• Common categories
• Simple examples

Option 2: Comprehensive Guide

• All categories explained
• Metadata best practices
• Advanced patterns

Option 3: Analytics & Reporting

• Using logged data
• Querying work history
• Performance tracking

Your choice? (1, 2, or 3)

For detailed logging guide, see: references/work-logging.md

🔄 Section 6: Real-World Workflows - Complete Examples

Quick Summary

Real-world workflows show Vodou's true value - expert guidance + parallel processing + user direction.

Key Points:

• Complete end-to-end examples
• Multiple tools working together
• User control at decision points
• Real performance improvements

Example Workflows

System Performance Investigation:

• 15 tools in parallel (5 seconds)
• Results trigger diagnostics
• User chooses optimization path
• Complete solution in 2 minutes (vs 10+ minutes)

Security Assessment:

• 20+ tools in parallel (8 seconds)
• Comprehensive security audit
• Prioritized recommendations
• Complete in 2 minutes (vs 30+ minutes)

🛑 STOPPING POINT 7: Workflow Examples

What type of workflow interests you?

Option 1: System Operations

• Performance monitoring
• Troubleshooting
• Optimization

Option 2: Development Workflows

• Code analysis
• Testing
• Deployment

Option 3: Security & Analysis

• Security audits
• Code reviews
• Dependency analysis

Your choice? (1, 2, or 3)

For complete workflow examples, see: references/workflow-examples.md and assets/workflow-patterns.md

💡 Section 7: Pro Tips & Best Practices

Quick Summary

Pro tips help you get the most from Vodou.

Key Tips:

• Think in parallel, not sequential
• Use descriptive queries
• Leverage intent mappings
• Monitor performance
• Batch similar operations

🛑 STOPPING POINT 8: Pro Tips Focus

What area do you want to optimize?

Option 1: Performance Tips

• Speed optimization
• Parallel execution patterns
• Efficiency improvements

Option 2: Workflow Tips

• Better workflows
• Orchestration patterns
• Best practices

Option 3: All Pro Tips

• Complete pro tips guide
• Common pitfalls
• Quick reference

Your choice? (1, 2, or 3)

For complete pro tips, see: references/pro-tips.md

📚 Section 8: All Reference Guides

Complete Documentation Library

Reference Guides (in references/ directory):

• parallel-execution.md - Complete parallel execution guide
• orchestration-patterns.md - All orchestration patterns
• skills-advanced.md - Advanced skills usage
• intents-advanced.md - Advanced intent management
• work-logging.md - Complete logging guide
• workflow-examples.md - Real-world examples
• pro-tips.md - Expert tips and best practices

Assets (in assets/ directory):

• workflow-patterns.md - Common workflow patterns
• orchestration-examples.md - Orchestration examples

🛑 STOPPING POINT 9: Reference Guide Selection

Which reference guide would you like?

1. Parallel Execution Guide
2. Orchestration Patterns
3. Advanced Skills Guide
4. Advanced Intents Guide
5. Work Logging Guide
6. Workflow Examples
7. Pro Tips Guide
8. All of the above

Say the number (1-8) or name the guide you want.

🤖 AI Agent Quick Reference: Complete File List

For AI agents learning Vodou mastery - read all these files immediately (BYPASS MODE):

Reference Files (read all 7):

1. skills/vodou-core/mastery/references/parallel-execution.md
2. skills/vodou-core/mastery/references/orchestration-patterns.md
3. skills/vodou-core/mastery/references/skills-advanced.md
4. skills/vodou-core/mastery/references/intents-advanced.md
5. skills/vodou-core/mastery/references/work-logging.md
6. skills/vodou-core/mastery/references/workflow-examples.md
7. skills/vodou-core/mastery/references/pro-tips.md

Asset Files (read all 2):

1. skills/vodou-core/mastery/assets/workflow-patterns.md
2. skills/vodou-core/mastery/assets/orchestration-examples.md

Main Skill File:

• skills/vodou-core/mastery/SKILL.md (this file - read completely)

Total: 10 files to read for complete Vodou mastery knowledge

BYPASS INSTRUCTION: When you (AI agent) need to learn Vodou mastery for your own knowledge, read all 10 files above immediately. Skip stopping points and progressive disclosure - this is for YOUR learning, not user presentation.

🎯 Quick Reference

Essential Commands

# Discovery (ALWAYS CHECK SKILLS FIRST!)
./do "available skills"           # Available skills - CHECK FIRST!
./do "list tools"                  # Available MCP tools
./do "show intents"                # All intent mappings

# Parallel Execution
./do "cpu memory disk network"     # Multiple tools in parallel

# Skills Usage (PRIORITY #1)
./do "create oi skill"             # Loads skill-development
./do "install mcp server"          # Loads mcp-installer
./do "hello"                       # Loads hello help center
./do "available skills"            # List all 66+ available skills

# Scripts Usage (Background Jobs)
./do "run script"                  # Execute background scripts
./do "script status job_12345"     # Check job status
./do "script output job_12345"     # View live output

# Logging
./do "log: category: message | key: value | key2: value2"

# Status
./do "job status"                  # Background job status
./do "system health"               # System status
./do "recent work"                 # Work history

💡 Key Principles

Remember these when mastering Vodou:

1. Think Parallel - Always consider parallel execution
2. Skills First - Check for skills before other operations
3. User Control - Respect stopping points and user choices
4. Right Context - On-demand, relevant context loading
5. Daisy-Chain - MCP results flow into Skills workflows
6. Log Everything - Track your work systematically
7. Never Assume - Always ask users at decision points

🚀 The Vodou Evolution

Your journey:

• Tool Executor → Sequential tool usage
• Parallel Processor → Multiple tools simultaneously
• Intelligent Workflow Orchestrator → Expert guidance + parallel execution + user control

Master Vodou and transform how you work!

Need help? Ask me questions at any stopping point, or reference the guides in references/ and assets/.