Add complete Kaizen Agentic framework foundation

- Essential project files: .gitignore, pyproject.toml, README.md
- Documentation framework: CHANGELOG.md, CONTRIBUTING.md, TODO.md, CLAUDE.md
- 15 specialized agent definitions for comprehensive development workflow
- Core source code structure with optimization framework
- Testing infrastructure with example tests
- Proper Python package structure following PythonVibes standards

This establishes the complete foundation for the AI agent development framework
with agent-driven workflows, continuous improvement principles, and comprehensive
development infrastructure.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

TODO.md

@@ -0,0 +1,54 @@
+# Todofile
+
+This is a "to do next" file, particularly useful to keep the human and a coding assistant in sync.
+
+The format is based on [Keep a Todofile V0.0.1](https://coulomb.social/open/KeepaTodofile).
+
+The structure organizes **future tasks** by their impact, just as a changelog organizes past changes by their impact.
+
+***
+
+## [Unreleased] - *Active Vibe-Coding State* 💡
+
+This section is for tasks currently being discussed with or worked on by the coding assistant. These are the ephemeral, flow-of-thought tasks.
+
+* **To Add:**
+    * Complete documentation refactoring for agent specifications following official formats
+    * Add comprehensive examples for agent optimization workflows
+* **To Refactor:**
+    * Update all agent definitions to follow Keep a Contributing-File, Keep a Changelog, and Keep a Todofile formats
+* **To Fix:**
+    * Ensure consistency across all documentation files and agent specifications
+* **To Remove:**
+    * Clean up any remaining format inconsistencies from previous iterations
+
+***
+
+## [0.2.0] - Documentation Standards Compliance - *Next Planned Increment*
+
+This version represents the completion of documentation standardization and agent format compliance.
+
+### To Add
+* **CLI interface** for agent management and execution
+* **Pre-commit hooks** for automated code quality checks
+* **Example agent implementation** using the optimization framework
+* **Comprehensive tests** for optimization module (PerformanceMetrics, OptimizationLoop)
+
+### To Refactor
+* **Agent definitions** to follow consistent format standards across all 17+ agents
+* **Error handling** in Makefile setup processes for better user experience
+* **Test execution performance** optimization for large test suites
+
+### To Fix
+* **Makefile targets** compatibility across different environments
+* **Virtual environment activation** instructions in documentation
+* **Linting issues** in core modules if any remain
+
+### To Secure
+* **Review permissions** in .claude/settings.local.json
+* **Ensure no sensitive information** in example configurations
+
+### To Remove
+* **Clean up obsolete test fixtures** if any exist
+* **Remove unused imports** in core modules
+* **Eliminate any remaining MarkiTech references** if found