working

cli_interface.py

@@ -6,6 +6,8 @@ CLI Interface - Simple command line interface for the cycling analyzer
 import asyncio
 import logging
 from pathlib import Path
+import argparse
+import sys
 
 from config import Config, load_config, create_sample_config
 from core_app import CyclingAnalyzerApp
@@ -17,11 +19,8 @@ class CLI:
     def __init__(self):
         self.app = None
     
-    async def run(self):
+    async def run(self, args):
         """Main CLI loop"""
-        print("Cycling Workout Analyzer")
-        print("=" * 40)
-        
         # Setup configuration
         try:
             config = self._setup_config()
@@ -33,9 +32,11 @@ class CLI:
             # Initialize app
             await self.app.initialize()
             
+            if args.command:
+                await self._handle_command(args)
+            else:
                 # Show initial status
-            self._show_status()
-            
+                await self._show_status()
                 # Main loop
                 await self._main_loop()
             
@@ -67,10 +68,10 @@ class CLI:
         
         return config
     
-    def _show_status(self):
+    async def _show_status(self):
         """Show application status"""
         print(f"\nStatus:")
-        print(f"- Available tools: {len(self.app.list_available_tools())}")
+        print(f"- Available tools: {len(await self.app.list_available_tools())}")
         print(f"- Available templates: {len(self.app.list_templates())}")
         print(f"- Cached data keys: {list(self.app.get_cached_data().keys())}")
     
@@ -100,7 +101,7 @@ class CLI:
                 elif choice == "3":
                     await self._enhanced_analysis()
                 elif choice == "4":
-                    self._list_tools()
+                    await self._list_tools()
                 elif choice == "5":
                     self._list_templates()
                 elif choice == "6":
@@ -184,9 +185,9 @@ class CLI:
         print("="*50)
         print(result)
     
-    def _list_tools(self):
+    async def _list_tools(self):
         """List available tools"""
-        tools = self.app.list_available_tools()
+        tools = await self.app.list_available_tools()
         if tools:
             self.app.mcp_client.print_tools()
         else:
@@ -247,10 +248,21 @@ Weekly Structure:
                 f.write(default_rules)
             return default_rules
 
+    async def _handle_command(self, args):
+        """Handle non-interactive commands"""
+        if args.command == "analyze_last":
+            await self._analyze_last_workout()
+        else:
+            print(f"Unknown command: {args.command}")
+
 async def main():
     """CLI entry point"""
+    parser = argparse.ArgumentParser(description="Cycling Workout Analyzer")
+    parser.add_argument('command', nargs='?', help="Command to execute (e.g., analyze_last)")
+    args = parser.parse_args()
+
     cli = CLI()
-    await cli.run()
+    await cli.run(args)
 
 if __name__ == "__main__":
     asyncio.run(main())

core_app.py

@@ -70,7 +70,7 @@ class CyclingAnalyzerApp:
             act for act in activities
             if "cycling" in act.get("activityType", {}).get("typeKey", "").lower()
         ]
-        return max(cycling_activities, key=lambda x: x.get("start_time", "")) if cycling_activities else None
+        return max(cycling_activities, key=lambda x: x.get("startTimeGmt", 0)) if cycling_activities else None
     
     # Core functionality methods
     
@@ -80,13 +80,13 @@ class CyclingAnalyzerApp:
         
         # Prepare context data
         context = {
-            "user_profile": self.cache_manager.get("user_profile", {}),
-            "recent_activities": self.cache_manager.get("recent_activities", []),
-            "last_cycling_details": self.cache_manager.get("last_cycling_details", {}),
+            "user_info": self.cache_manager.get("user_profile", {}),
+            "activity_summary": self.cache_manager.get("last_cycling_details", {}),
             **kwargs
         }
         
         # Load and render template
+        logger.info(f"Rendering template {template_name} with context keys: {list(context.keys())}")
         prompt = self.template_engine.render(template_name, **context)
         
         # Call LLM
@@ -122,9 +122,9 @@ class CyclingAnalyzerApp:
     
     # Utility methods
     
-    def list_available_tools(self) -> list:
+    async def list_available_tools(self) -> list:
         """Get list of available MCP tools"""
-        return self.mcp_client.list_tools()
+        return await self.mcp_client.list_tools()
     
     def list_templates(self) -> list:
         """Get list of available templates"""
@@ -145,13 +145,13 @@ async def main():
         await app.initialize()
         
         # Example usage
-        print("Available tools:", len(app.list_available_tools()))
+        print("Available tools:", len(await app.list_available_tools()))
         print("Available templates:", len(app.list_templates()))
         
         # Run analysis
-        analysis = await app.analyze_workout("analyze_last_workout", 
-                                            training_rules="Sample rules")
-        print("Analysis:", analysis[:200] + "...")
+        # analysis = await app.analyze_workout("analyze_last_workout",
+        #                                     training_rules="Sample rules")
+        # print("Analysis:", analysis[:200] + "...")
         
     except Exception as e:
         logger.error(f"Application error: {e}")

rules.yaml

@@ -0,0 +1,17 @@
+
+Training Goals:
+- Improve FTP (Functional Threshold Power)  
+- Build endurance for long rides
+- Maintain consistent training
+
+Power Zones (adjust based on your FTP):
+- Zone 1 (Active Recovery): < 55% FTP
+- Zone 2 (Endurance): 56-75% FTP  
+- Zone 3 (Tempo): 76-90% FTP
+- Zone 4 (Lactate Threshold): 91-105% FTP
+- Zone 5 (VO2 Max): 106-120% FTP
+
+Weekly Structure:
+- 70-80% easy/moderate intensity
+- 20-30% high intensity
+- At least 1 rest day per week

template_engine.py

@@ -122,11 +122,13 @@ class TemplateEngine:
                 try:
                     section_content = self.load_template(section_file)
                     # Render section with same kwargs
-                    section_rendered = section_content.format(**kwargs)
+                    # Recursively render the section content
+                    section_rendered = self.render(section_file, **kwargs)
                     content = content.replace(placeholder, section_rendered)
-                except (FileNotFoundError, KeyError) as e:
+                except (FileNotFoundError, KeyError, ValueError) as e:
                     logger.warning(f"Could not process section {section_name}: {e}")
-                    # Leave placeholder as-is if section can't be loaded
+                    # Replace with empty string if section fails
+                    content = content.replace(placeholder, "")
         
         return content
     

templates/base/analysis_frameworks/assessment_points.txt

@@ -0,0 +1,7 @@
+Please provide:
+1. Overall assessment of the workout
+2. How well it aligns with my rules and goals
+3. Areas for improvement
+4. Specific feedback on power, heart rate, duration, and intensity
+5. Recovery recommendations
+6. Comparison with typical performance metrics

templates/base/data_sections/activity_summary.txt

@@ -0,0 +1,2 @@
+ACTIVITY SUMMARY:
+Activity ID: {activity_summary[activityId]}

templates/base/data_sections/training_rules.txt

@@ -0,0 +1,2 @@
+My training rules and goals:
+{training_rules}

templates/base/data_sections/user_info.txt

@@ -0,0 +1,2 @@
+USER INFO:
+User ID: {user_info[id]}

templates/base/system_prompts/main_agent.txt

@@ -0,0 +1,3 @@
+You are an expert cycling coach with access to comprehensive Garmin Connect data.
+You analyze cycling workouts, provide performance insights, and give actionable training recommendations.
+Use the available tools to gather detailed workout data and provide comprehensive analysis.

templates/base/system_prompts/no_tools_analysis.txt

@@ -0,0 +1,2 @@
+You are an expert cycling coach. Perform comprehensive analysis using the provided data.
+Do not use any tools - all relevant data is included in the prompt.

templates/workflows/analyze_last_workout.txt

@@ -0,0 +1,11 @@
+Analyze my most recent cycling workout using the provided data.
+
+{activity_summary_section}
+
+{user_info_section}
+
+{training_rules_section}
+
+{assessment_points}
+
+Focus on the provided activity details for your analysis.

templates/workflows/enhanced_analysis.txt

@@ -0,0 +1,5 @@
+Perform enhanced {analysis_type} analysis using all available data and tools.
+
+Available cached data: {cached_data}
+
+Use MCP tools as needed to gather additional data for comprehensive analysis.

templates/workflows/suggest_next_workout.txt

@@ -0,0 +1,10 @@
+Please suggest my next cycling workout based on my recent training history.
+
+{training_rules_section}
+
+Please provide:
+1. Analysis of my recent training pattern
+2. Identified gaps or imbalances in my training
+3. Specific workout recommendation for my next session
+4. Target zones (power, heart rate, duration)
+5. Rationale for the recommendation based on recent performance