@@ -159,6 +159,50 @@ docker-compose logs -f
159159
160160<!-- List external services, APIs, or integrations -->
161161
162+ ## AI Integration
163+
164+ This project includes AI-powered development assistance with guidelines, skills, and MCP documentation servers.
165+
166+ ### Directory Structure
167+
168+ ```
169+ /.ai/
170+ /manifest.json - AI configuration (language, agents, guidelines, skills, MCP servers)
171+ /guidelines/ - Framework documentation and best practices
172+ /core/ - Core ColdBox/BoxLang guidelines
173+ /modules/ - Module-specific guidelines
174+ /custom/ - Your custom guidelines
175+ /overrides/ - Override core guidelines
176+ /skills/ - Implementation cookbooks (how-to guides)
177+ /core/ - Core development patterns
178+ /modules/ - Module-specific patterns
179+ /custom/ - Your custom skills
180+ /overrides/ - Override core skills
181+ /mcp-servers/ - MCP server configurations
182+ ```
183+
184+ ### Manifest
185+
186+ The ` .ai/manifest.json ` file contains the complete AI integration configuration:
187+
188+ - ** language** : Project language mode (boxlang, cfml, hybrid)
189+ - ** templateType** : Application template (modern, flat)
190+ - ** guidelines** : Array of installed guideline names
191+ - ** skills** : Array of installed skill names
192+ - ** agents** : Array of configured AI agents
193+ - ** mcpServers** : Configured MCP documentation servers (core, module, custom)
194+ - ** activeAgent** : Currently active AI agent (if set)
195+ - ** lastSync** : Last synchronization timestamp
196+
197+ ** Reading the manifest** helps you understand available resources and project configuration.
198+
199+ ### Using Guidelines & Skills
200+
201+ - ** Guidelines** provide framework documentation, conventions, and best practices
202+ - ** Skills** offer step-by-step implementation patterns for common tasks
203+ - Consult relevant guidelines before implementing features
204+ - Load applicable skills when you need detailed how-to instructions
205+
162206## MCP Documentation Servers
163207
164208This project has access to the following Model Context Protocol (MCP) documentation servers for live, up-to-date information:
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