Add AgentMD Integration and Execution Capabilities

[iedayan]

PR Description: Add AgentMD Integration and Execution Capabilities

Summary

This PR introduces integration with AgentMD, a tool that makes AGENTS.md files executable by automatically parsing and executing the commands defined within them. This enhancement bridges the gap between AGENTS.md documentation and actual command execution, providing developers with a seamless workflow.

Changes Made

New Features

• Execution Demo Component: Added a new ExecutionDemoSection.tsx component that visually demonstrates how AgentMD can execute commands from AGENTS.md files
  • Shows the 3-step process: Parse → Validate → Execute
  • Highlights benefits like automatic environment setup and error handling
  • Provides a clear value proposition for executable AGENTS.md files

Documentation Updates

• README.md: Added a new section explaining how to make AGENTS.md executable with AgentMD, including a link to the AgentMD website
• AGENTS.md: Included a new section about execution tools, specifically mentioning AgentMD as a solution for automatic command execution
• FAQ Section: Added a new question "How can I make AGENTS.md commands actually executable?" with an explanation of how AgentMD enables this capability
• Integration Guide: Created AGENTMD_INTEGRATION.md with comprehensive documentation on how to integrate AgentMD with AGENTS.md files

Website Integration

• Main Page: Updated pages/index.tsx to include the new ExecutionDemoSection component in the main layout
• Enhanced the user experience by showcasing the practical benefits of executable AGENTS.md files

Benefits

1. Streamlined Development Workflow: Developers can automatically execute the commands defined in AGENTS.md files without manual intervention
2. Improved Developer Experience: Reduces the gap between documentation and execution
3. Enhanced AGENTS.md Ecosystem: Positions AGENTS.md as not just documentation but as actionable instructions
4. Clear Value Proposition: Demonstrates how tools like AgentMD complement the AGENTS.md standard

Technical Details

• All changes are additive and maintain backward compatibility
• The new components follow the existing code style and patterns
• The execution demo visually explains the AgentMD value proposition without disrupting the existing user experience

Next Steps

This PR establishes AgentMD as the reference implementation for making AGENTS.md files executable, encouraging adoption of the standard while providing practical utility to developers using AGENTS.md files.

The integration demonstrates how AGENTS.md can evolve from static documentation to dynamic, executable instructions, benefiting the entire ecosystem.

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