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update hallucinations
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AI_INTEGRATION.md

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@@ -545,7 +545,7 @@ Override core or module guidelines to customize them for your needs:
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```bash
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# Override a core guideline
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coldbox ai guidelines install coldbox --override
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coldbox ai guidelines override coldbox
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# Edit the override
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edit .ai/guidelines/overrides/coldbox.md
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```bash
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# Override a core skill
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coldbox ai skills install creating-handlers --override
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coldbox ai skills override creating-handlers
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# Edit the override
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edit .ai/skills/overrides/creating-handlers/SKILL.md
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coldbox ai agents remove cursor
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# Regenerate all configurations
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coldbox ai agents refresh
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coldbox ai refresh
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```
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Each agent configuration includes:
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### MCP Configuration
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Generate agent-specific MCP configurations:
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```bash
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# Generate .mcp.json for all agents
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coldbox ai mcp config
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# Agent-specific configuration
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coldbox ai mcp config --agent=claude
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```
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MCP server configurations are generated automatically as part of `coldbox ai install` and `coldbox ai refresh`.
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Example generated `.mcp.json`:
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```bash
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# Initial setup
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coldbox ai install # Interactive installation wizard
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coldbox ai install --agents=claude # Install for specific agent
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coldbox ai install agent claude # Install for specific agent
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# View configuration
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coldbox ai info # Show current configuration
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```bash
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coldbox ai guidelines list # List installed
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coldbox ai guidelines list --verbose # With descriptions
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coldbox ai guidelines install coldbox qb # Install specific
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coldbox ai guidelines uninstall qb # Remove guideline
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coldbox ai guidelines add coldbox qb # Install specific
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coldbox ai guidelines remove qb # Remove guideline
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coldbox ai guidelines refresh # Update from modules
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```
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```bash
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coldbox ai skills list # List installed
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coldbox ai skills list --verbose # With descriptions
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coldbox ai skills install creating-handlers # Install specific
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coldbox ai skills uninstall creating-handlers # Remove skill
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coldbox ai skills add creating-handlers # Install specific
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coldbox ai skills remove creating-handlers # Remove skill
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coldbox ai skills refresh # Update from modules
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```
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README.md

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@@ -519,7 +519,7 @@ The ColdBox CLI provides a comprehensive AI integration system that enhances you
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```bash
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# Install AI integration
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coldbox ai install # Interactive setup
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coldbox ai install --agents=claude # Setup with specific agent
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coldbox ai install agent=claude # Setup with specific agent
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# View current configuration
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coldbox ai info # Show configuration summary
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coldbox ai guidelines list --verbose # Show details and descriptions
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# Manage guidelines
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coldbox ai guidelines install coldbox testbox # Install by name
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coldbox ai guidelines install https://example.com/ # Install from URL
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coldbox ai guidelines uninstall testbox # Remove guideline
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coldbox ai guidelines add coldbox testbox # Install by name
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coldbox ai guidelines add https://example.com/ # Install from URL
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coldbox ai guidelines remove testbox # Remove guideline
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coldbox ai guidelines refresh # Update from modules
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```
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coldbox ai skills list --verbose # Show details
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# Manage skills
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coldbox ai skills install creating-handlers async-programming
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coldbox ai skills uninstall async-programming
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coldbox ai skills add creating-handlers async-programming
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coldbox ai skills remove async-programming
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coldbox ai skills refresh # Update from modules
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```
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