The core philosophy centers around Context Engineering - systematically preparing and organizing information to maximize the effectiveness of AI coding assistants.

📋 Phase 1: Planning

1. 🎨 Vibe Planning

Use the /primer slash command to kickstart your exploration:

New projects: Research online resources, similar projects, explore architecture and tech stack options
Existing projects: Analyze and understand the current codebase using the Codebase Analyst sub-agent
Focus: Unstructured exploration of ideas, concepts, and possibilities

2. 📝 Create INITIAL.md (PRD)

Generate a detailed Product Requirements Document:

New projects: High-level MVP with supporting documentation references
Existing projects: Focused, detailed requirements with integration points

3. ⚙️ Context Engineering Components

Prepare these essential elements using slash commands:

RAG (Retrieval-Augmented Generation)
Task Management
Memory Systems
Prompt Engineering

🛠️ Supporting Tools:

Archon
PRP Framework
Web Search
GitHub Spec Kit

📊 Plan of Attack

Use the /create-plan slash command to generate a structured implementation strategy based on your INITIAL.md and context engineering setup.

⚡ Phase 2: Implementation

🎯 Execute Task by Task

Use the /execute-plan slash command to systematically work through your plan of attack
Follow the structured plan created during planning
Leverage the context engineering foundation

🔍 Trust but Verify

Monitor the AI assistant to ensure it:

Uses MCP servers correctly
Reads/edits appropriate files
Leverages task management properly
Produces clear "thinking" tokens showing understanding

✅ Phase 3: Validation

📊 Code Review Process

AI Assistant Validation:

Performs automated code review
Runs unit tests
Runs integration tests
Executes manual tests

Human Validation:

Final review and approval using the Validator sub-agent for systematic quality checks
Strategic oversight
Quality assurance

🔧 Key Components

🌐 Global Rules

Subagents coordination (Codebase Analyst & Validator)
Slash commands integration (/primer, /create-plan, /execute-plan)
Consistent workflows across phases

🎯 Slash Commands Reference

/primer: Initialize vibe planning phase with exploration prompts
/create-plan: Generate structured plan of attack from PRD
/execute-plan: Systematically implement the created plan

🤖 Sub-Agents

Codebase Analyst: Specializes in understanding and analyzing existing codebases
Validator: Focuses on systematic code review and quality assurance

🏆 Success Factors

Structured approach: Each phase builds on the previous
Context preparation: Thorough setup enables better AI performance
Iterative refinement: Trust but verify at each step
Tool integration: Leverage specialized tools for specific tasks

This framework transforms ad-hoc AI interactions into a systematic, repeatable process that consistently produces high-quality code and documentation. 🎉