feat(context): enhance Claude contextual understanding with dynamic workflow guidance

- Enhanced server registration with rich description and capabilities metadata
- Added dynamic context generation in BasePlugin.getToolDefinition()
- Implemented category-aware workflow context and usage tips
- All 28+ functions now automatically provide workflow guidance to Claude
- Improves Claude's understanding of Houtini LM purpose and optimal usage patterns
- Maintains JSON-RPC compatibility without emojis

This enables Claude to better understand:
- Context preservation strategy (save Claude for strategy, use Houtini LM for routine tasks)
- Proper workflow patterns (Desktop Commander for files, Houtini LM for analysis)
- Cost benefits (unlimited local generation, zero API costs)
- Function categories and their best use cases

Author: richyBaxter

src/index.ts

@@ -34,13 +34,20 @@ class HoutiniLMServer {
     this.server = new Server(
       {
         name: 'houtini-lm',
-        version: '1.0.0',
+        version: '1.0.7',
+        description: 'Local AI development companion - unlimited analysis and generation without API costs. Preserves Claude context by offloading routine tasks to local LM Studio.',
       },
       {
         capabilities: {
-          tools: {},
-          resources: {},
-          prompts: {}
+          tools: {
+            description: 'Context preservation through local processing - use for routine tasks, save Claude for strategy'
+          },
+          resources: {
+            description: 'Local LM Studio integration with unlimited processing'
+          },
+          prompts: {
+            description: 'Three-stage prompting system with expert personas'
+          }
         },
       }
     );

src/plugins/base-plugin.ts

@@ -73,13 +73,47 @@ export abstract class BasePlugin implements IPromptPlugin {
     return result;
   }
 
+  /**
+   * Get workflow context based on plugin category
+   */
+  getWorkflowContext(): string {
+    const contexts = {
+      'analyze': 'Perfect for understanding complex code, identifying issues, and technical debt assessment',
+      'generate': 'Ideal for creating production-ready code, tests, and documentation', 
+      'fun': 'Build games, art, and interactive experiences for learning and portfolios',
+      'system': 'System diagnostics and function discovery',
+      'custom': 'Flexible analysis and generation for any development task'
+    };
+    
+    return contexts[this.category] || 'Specialized development assistance';
+  }
+
+  /**
+   * Get usage tip based on plugin category
+   */
+  getUsageTip(): string {
+    const tips = {
+      'analyze': 'Use Desktop Commander to read files, then pass content here for analysis',
+      'generate': 'Generate unlimited iterations locally, then review with Claude',
+      'fun': 'Perfect for learning advanced techniques through practical projects',
+      'system': 'Start with health_check, use list_functions to explore capabilities',
+      'custom': 'Provide clear instructions for any analysis or generation task'
+    };
+    
+    return tips[this.category] || 'Combine with other Houtini LM functions for complete workflows';
+  }
+
   /**
    * Get tool definition for MCP registration
    */
   getToolDefinition(): any {
     return {
       name: this.name,
-      description: this.description,
+      description: `${this.description}
+
+WORKFLOW: ${this.getWorkflowContext()}
+TIP: ${this.getUsageTip()}
+SAVES: Claude context for strategic decisions`,
       inputSchema: {
         type: 'object',
         properties: this.convertParametersToSchema(),