update-knowledge-baselisted

# Update Knowledge Base ## Purpose Automatically analyze recent code changes and update the project's knowledge base documentation to reflect current architecture, features, and conventions. ## Instructions 1. **Analyze Recent Changes** - Review git diff or recent commits - Identify new adapters, commands, or features - Note architectural changes or new patterns 2. **Read Current Knowledge Base** - Check if KNOWLEDGE_BASE.md exists - If not, create it with proper structure - If exists, identify sections needing updates 3. **Update Sections** - **Architecture**: Update if new adapters or core components added - **Features**: Document new CLI commands or options - **Conventions**: Note any new coding patterns established - **API Changes**: Document breaking changes or deprecations 4. **Verify Accuracy** - Cross-reference with actual source code - Ensure examples are runnable - Check that all documented features exist 5. **Format Consistently** - Use consistent markdown formatting - Include code examples where helpful - Maintain table format for command references ## Knowledge Base Structure ```markdown # AI Rules Sync - Knowledge Base ## Architecture Overview - Adapter system description - CLI layer structure - Config management ## Supported Tools | Tool | Types | Source Dir | Target Dir | ## Commands Reference | Command | Description | Example | ## Adapter Implementation - How to add new adapters - Required interfac