error recovery and tests

crates/g3-cli/src/lib.rs

@@ -9,6 +9,7 @@ use std::path::Path;
 use tokio_util::sync::CancellationToken;
 use tracing::{error, info};
 
+use g3_core::error_handling::{classify_error, ErrorType, RecoverableError};
 mod retro_tui;
 mod tui;
 mod ui_writer_impl;
@@ -173,7 +174,7 @@ pub async fn run() -> Result<()> {
         let result = agent
             .execute_task_with_timing(&task, None, false, cli.show_prompt, cli.show_code, true)
             .await?;
-        output.print_markdown(&result);
+        output.print_markdown(&result.response);
     } else {
         // Interactive mode (default)
         if !cli.retro {
@@ -383,24 +384,54 @@ async fn run_interactive_retro(config: Config, show_prompt: bool, show_code: boo
                             tui.output(&format!("> {}", input));
                             tui.status("PROCESSING");
                             
-                            match agent
+                            const MAX_TIMEOUT_RETRIES: u32 = 3;
-                                .execute_task_with_timing(
+                            let mut attempt = 0;
-                                    &input,
+                            
-                                    None,
+                            loop {
-                                    false,
+                                attempt += 1;
-                                    show_prompt,
+                                
-                                    show_code,
+                                match agent
-                                    true,
+                                    .execute_task_with_timing(
-                                )
+                                        &input,
-                                .await
+                                        None,
-                            {
+                                        false,
-                                Ok(response) => {
+                                        show_prompt,
-                                    tui.output(&response);
+                                        show_code,
-                                    tui.status("READY");
+                                        true,
-                                }
+                                    )
-                                Err(e) => {
+                                    .await
-                                    tui.error(&format!("Task execution failed: {}", e));
+                                {
-                                    tui.status("ERROR");
+                                    Ok(result) => {
+                                        if attempt > 1 {
+                                            tui.output(&format!("SYSTEM: REQUEST SUCCEEDED AFTER {} ATTEMPTS", attempt));
+                                        }
+                                        tui.output(&result.response);
+                                        tui.status("READY");
+                                        break;
+                                    }
+                                    Err(e) => {
+                                        // Check if this is a timeout error that we should retry
+                                        let error_type = classify_error(&e);
+                                        
+                                        if matches!(error_type, ErrorType::Recoverable(RecoverableError::Timeout)) && attempt < MAX_TIMEOUT_RETRIES {
+                                            // Calculate retry delay with exponential backoff
+                                            let delay_ms = 1000 * (2_u64.pow(attempt - 1));
+                                            let delay = std::time::Duration::from_millis(delay_ms);
+                                            
+                                            tui.output(&format!("SYSTEM: TIMEOUT ERROR (ATTEMPT {}/{}). RETRYING IN {:?}...", 
+                                                attempt, MAX_TIMEOUT_RETRIES, delay));
+                                            tui.status("RETRYING");
+                                            
+                                            // Wait before retrying
+                                            tokio::time::sleep(delay).await;
+                                            continue;
+                                        }
+                                        
+                                        // For non-timeout errors or after max retries
+                                        tui.error(&format!("Task execution failed: {}", e));
+                                        tui.status("ERROR");
+                                        break;
+                                    }
                                 }
                             }
                         }
@@ -597,6 +628,8 @@ async fn execute_task<W: UiWriter>(
     show_code: bool,
     output: &SimpleOutput,
 ) {
+    const MAX_TIMEOUT_RETRIES: u32 = 3;
+    let mut attempt = 0;
     // Show thinking indicator immediately
     output.print("🤔 Thinking...");
     // Note: flush is handled internally by println
@@ -605,56 +638,94 @@ async fn execute_task<W: UiWriter>(
     let cancellation_token = CancellationToken::new();
     let cancel_token_clone = cancellation_token.clone();
 
-    // Execute task with cancellation support
+    loop {
-    let execution_result = tokio::select! {
+        attempt += 1;
-        result = agent.execute_task_with_timing_cancellable(
-            input, None, false, show_prompt, show_code, true, cancellation_token
-        ) => {
-            result
-        }
-        _ = tokio::signal::ctrl_c() => {
-            cancel_token_clone.cancel();
-            output.print("\n⚠️  Operation cancelled by user (Ctrl+C)");
-            return;
-        }
-    };
         
-    match execution_result {
+        // Execute task with cancellation support
-        Ok(response) => output.print_markdown(&response),
+        let execution_result = tokio::select! {
-        Err(e) => {
+            result = agent.execute_task_with_timing_cancellable(
-            if e.to_string().contains("cancelled") {
+                input, None, false, show_prompt, show_code, true, cancellation_token.clone()
-                output.print("⚠️  Operation cancelled by user");
+            ) => {
-            } else {
+                result
-                // Enhanced error logging with detailed information
+            }
-                error!("=== TASK EXECUTION ERROR ===");
+            _ = tokio::signal::ctrl_c() => {
-                error!("Error: {}", e);
+                cancel_token_clone.cancel();
+                output.print("\n⚠️  Operation cancelled by user (Ctrl+C)");
+                return;
+            }
+        };
 
-                // Log error chain
+        match execution_result {
-                let mut source = e.source();
+            Ok(result) => {
-                let mut depth = 1;
+                if attempt > 1 {
-                while let Some(err) = source {
+                    output.print(&format!("✅ Request succeeded after {} attempts", attempt));
-                    error!("  Caused by [{}]: {}", depth, err);
+                }
-                    source = err.source();
+                output.print_markdown(&result.response);
-                    depth += 1;
+                return;
+            }
+            Err(e) => {
+                if e.to_string().contains("cancelled") {
+                    output.print("⚠️  Operation cancelled by user");
+                    return;
                 }
                 
-                // Log additional context
+                // Check if this is a timeout error that we should retry
-                error!("Task input: {}", input);
+                let error_type = classify_error(&e);
-                error!("Error type: {}", std::any::type_name_of_val(&e));
                 
-                // Display user-friendly error message
+                if matches!(error_type, ErrorType::Recoverable(RecoverableError::Timeout)) && attempt < MAX_TIMEOUT_RETRIES {
-                output.print(&format!("❌ Error: {}", e));
+                    // Calculate retry delay with exponential backoff
+                    let delay_ms = 1000 * (2_u64.pow(attempt - 1));
+                    let delay = std::time::Duration::from_millis(delay_ms);
                     
-                // If it's a stream error, provide helpful guidance
+                    output.print(&format!(
-                if e.to_string().contains("No response received") {
+                        "⏱️  Timeout error detected (attempt {}/{}). Retrying in {:?}...",
-                    output.print("💡 This may be a temporary issue. Please try again or check the logs for more details.");
+                        attempt, MAX_TIMEOUT_RETRIES, delay
-                    output.print("   Log files are saved in the 'logs/' directory.");
+                    ));
+                    
+                    // Wait before retrying
+                    tokio::time::sleep(delay).await;
+                    continue;
                 }
+                
+                // For non-timeout errors or after max retries, handle as before
+                handle_execution_error(&e, input, output, attempt);
+                return;
             }
         }
     }
 }
 
+fn handle_execution_error(e: &anyhow::Error, input: &str, output: &SimpleOutput, attempt: u32) {
+    // Enhanced error logging with detailed information
+    error!("=== TASK EXECUTION ERROR ===");
+    error!("Error: {}", e);
+    if attempt > 1 {
+        error!("Failed after {} attempts", attempt);
+    }
+    
+    // Log error chain
+    let mut source = e.source();
+    let mut depth = 1;
+    while let Some(err) = source {
+        error!("  Caused by [{}]: {}", depth, err);
+        source = err.source();
+        depth += 1;
+    }
+
+    // Log additional context
+    error!("Task input: {}", input);
+    error!("Error type: {}", std::any::type_name_of_val(&e));
+
+    // Display user-friendly error message
+    output.print(&format!("❌ Error: {}", e));
+
+    // If it's a stream error, provide helpful guidance
+    if e.to_string().contains("No response received") || e.to_string().contains("timed out") {
+                    output.print("💡 This may be a temporary issue. Please try again or check the logs for more details.");
+                    output.print("   Log files are saved in the 'logs/' directory.");
+    }
+}
+
 fn display_context_progress<W: UiWriter>(agent: &Agent<W>, output: &SimpleOutput) {
     let context = agent.get_context_window();
     output.print_context(
@@ -728,50 +799,63 @@ async fn run_autonomous(
     output.print("📋 Requirements loaded from requirements.md");
     output.print("🔄 Starting coach-player feedback loop...");
 
+    // Check if implementation files already exist
+    let skip_first_player = project.has_implementation_files();
+    if skip_first_player {
+        output.print("📂 Detected existing implementation files in workspace");
+        output.print("⏭️  Skipping first player turn - proceeding directly to coach review");
+    } else {
+        output.print("📂 No existing implementation files detected");
+        output.print("🎯 Starting with player implementation");
+    }
+
     let mut turn = 1;
     let mut coach_feedback = String::new();
     let mut implementation_approved = false;
 
     loop {
-        output.print(&format!(
+        // Skip player turn if it's the first turn and implementation files exist
-            "\n=== TURN {}/{} - PLAYER MODE ===",
+        if !(turn == 1 && skip_first_player) {
-            turn, max_turns
+            output.print(&format!(
-        ));
+                "\n=== TURN {}/{} - PLAYER MODE ===",
+                turn, max_turns
+            ));
 
-        // Player mode: implement requirements (with coach feedback if available)
+            // Player mode: implement requirements (with coach feedback if available)
-        let player_prompt = if coach_feedback.is_empty() {
+            let player_prompt = if coach_feedback.is_empty() {
-            format!(
+                format!(
-                "You are G3 in implementation mode. Read and implement the following requirements:\n\n{}\n\nImplement this step by step, creating all necessary files and code.",
+                    "You are G3 in implementation mode. Read and implement the following requirements:\n\n{}\n\nImplement this step by step, creating all necessary files and code.",
-                requirements
+                    requirements
-            )
+                )
-        } else {
+            } else {
-            format!(
+                format!(
-                "You are G3 in implementation mode. Address the following specific feedback from the coach:\n\n{}\n\nContext: You are improving an implementation based on these requirements:\n{}\n\nFocus on fixing the issues mentioned in the coach feedback above.",
+                    "You are G3 in implementation mode. Address the following specific feedback from the coach:\n\n{}\n\nContext: You are improving an implementation based on these requirements:\n{}\n\nFocus on fixing the issues mentioned in the coach feedback above.",
-                coach_feedback, requirements
+                    coach_feedback, requirements
-            )
+                )
-        };
+            };
 
-        output.print("🎯 Starting player implementation...");
+            output.print("🎯 Starting player implementation...");
 
-        // Execute player task and handle the result properly
+            // Execute player task and handle the result properly
-        match agent
+            match agent
-            .execute_task_with_timing(&player_prompt, None, false, show_prompt, show_code, true)
+                .execute_task_with_timing(&player_prompt, None, false, show_prompt, show_code, true)
-            .await
+                .await
-        {
+            {
-            Ok(player_result) => {
+                Ok(result) => {
-                // Display player's implementation result
+                    // Display player's implementation result
-                output.print("📝 Player implementation completed:");
+                    output.print("📝 Player implementation completed:");
-                output.print_markdown(&player_result);
+                    output.print_markdown(&result.response);
-            }
+                }
-            Err(e) => {
+                Err(e) => {
-                output.print(&format!("❌ Player implementation failed: {}", e));
+                    output.print(&format!("❌ Player implementation failed: {}", e));
-                // Continue to coach review even if player had an error
+                    // Continue to coach review even if player had an error
+                }
             }
+
+            // Give some time for file operations to complete
+            tokio::time::sleep(tokio::time::Duration::from_millis(500)).await;
         }
 
-        // Give some time for file operations to complete
-        tokio::time::sleep(tokio::time::Duration::from_millis(500)).await;
-
         // Create a new agent instance for coach mode to ensure fresh context
         let config = g3_config::Config::load(None)?;
         let ui_writer = ConsoleUiWriter::new();
@@ -822,49 +906,14 @@ Remember: Be thorough in your review but concise in your feedback. APPROVE if th
 
         output.print("🎓 Coach review completed");
         
-        // Extract the actual feedback text from the coach result
+        // Extract the coach feedback using the semantic extraction from TaskResult
-        // IMPORTANT: We only want the final_output summary, not the entire conversation
+        let coach_feedback_text = coach_result.extract_last_block();
-        // The coach_result contains the full conversation including file reads, analysis, etc.
-        // We need to extract ONLY the final_output content
-        
-        let coach_feedback_text = {
-            // Look for the final_output content in the coach's response
-            // In autonomous mode, the final_output is returned without the "=> " prefix
-            // The coach result should end with the summary content from final_output
-            
-            // First, remove any timing information at the end
-            let content_without_timing = if let Some(timing_pos) = coach_result.rfind("\n⏱️") {
-                &coach_result[..timing_pos]
-            } else {
-                &coach_result
-            };
-            
-            // The final_output content is typically the last substantial text in the response
-            // after all tool executions. Look for it after the last tool execution marker
-            // or take the last paragraph if no clear markers
-            
-            // Split by double newlines to find the last substantial block
-            let blocks: Vec<&str> = content_without_timing.split("\n\n").collect();
-            
-            // Find the last non-empty block that isn't just whitespace
-            let final_block = blocks.iter()
-                .rev()
-                .find(|block| !block.trim().is_empty())
-                .map(|block| block.trim().to_string())
-                .unwrap_or_else(|| {
-                    // Fallback: if we can't find a clear block, take the whole thing
-                    // but this shouldn't happen if the coach properly calls final_output
-                    content_without_timing.trim().to_string()
-                });
-            
-            final_block
-        };
         
         // Log the size of the feedback for debugging
         info!(
             "Coach feedback extracted: {} characters (from {} total)",
             coach_feedback_text.len(),
-            coach_result.len()
+            coach_result.response.len()
         );
         
         // Check if we got empty feedback (this can happen if the coach doesn't call final_output)
@@ -878,7 +927,7 @@ Remember: Be thorough in your review but concise in your feedback. APPROVE if th
         output.print(&format!("Coach feedback:\n{}", coach_feedback_text));
 
         // Check if coach approved the implementation
-        if coach_feedback_text.contains("IMPLEMENTATION_APPROVED") {
+        if coach_result.is_approved() {
             output.print("\n=== SESSION COMPLETED - IMPLEMENTATION APPROVED ===");
             output.print("✅ Coach approved the implementation!");
             implementation_approved = true;

crates/g3-core/src/error_handling.rs

@@ -206,7 +206,12 @@ pub fn classify_error(error: &anyhow::Error) -> ErrorType {
         return ErrorType::Recoverable(RecoverableError::ModelBusy);
     }
 
-    if error_str.contains("timeout") || error_str.contains("timed out") {
+    // Enhanced timeout detection - check for various timeout patterns
+    if error_str.contains("timeout") || 
+       error_str.contains("timed out") || 
+       error_str.contains("operation timed out") ||
+       error_str.contains("request or response body error") ||  // Common timeout pattern
+       error_str.contains("stream error") && error_str.contains("timed out") {
         return ErrorType::Recoverable(RecoverableError::Timeout);
     }
 

crates/g3-core/src/error_handling_test.rs

@@ -2,8 +2,7 @@
 
 #[cfg(test)]
 mod tests {
-    use super::super::error_handling::*;
+    use crate::error_handling::*;
-    use anyhow::anyhow;
     use std::sync::atomic::{AtomicU32, Ordering};
     use std::sync::Arc;
 
@@ -28,7 +27,7 @@ mod tests {
                     let count = counter.fetch_add(1, Ordering::SeqCst);
                     if count < 2 {
                         // Fail with recoverable error on first two attempts
-                        Err(anyhow!("Rate limit exceeded"))
+                        Err(anyhow::anyhow!("Rate limit exceeded"))
                     } else {
                         // Succeed on third attempt
                         Ok("Success")
@@ -65,7 +64,7 @@ mod tests {
                 async move {
                     counter.fetch_add(1, Ordering::SeqCst);
                     // Always fail with non-recoverable error
-                    Err(anyhow!("Invalid API key"))
+                    Err(anyhow::anyhow!("Invalid API key"))
                 }
             },
             &context,
@@ -97,7 +96,7 @@ mod tests {
                 async move {
                     counter.fetch_add(1, Ordering::SeqCst);
                     // Always fail with recoverable error
-                    Err(anyhow!("Network connection failed"))
+                    Err(anyhow::anyhow!("Network connection failed"))
                 }
             },
             &context,

crates/g3-core/src/lib.rs

@@ -1,6 +1,11 @@
 pub mod error_handling;
 pub mod project;
 pub mod ui_writer;
+pub mod task_result;
+pub use task_result::TaskResult;
+
+#[cfg(test)]
+mod task_result_comprehensive_tests;
 use crate::ui_writer::UiWriter;
 
 #[cfg(test)]
@@ -565,7 +570,7 @@ impl<W: UiWriter> Agent<W> {
         description: &str,
         language: Option<&str>,
         _auto_execute: bool,
-    ) -> Result<String> {
+    ) -> Result<TaskResult> {
         self.execute_task_with_options(description, language, false, false, false)
             .await
     }
@@ -577,7 +582,7 @@ impl<W: UiWriter> Agent<W> {
         _auto_execute: bool,
         show_prompt: bool,
         show_code: bool,
-    ) -> Result<String> {
+    ) -> Result<TaskResult> {
         self.execute_task_with_timing(
             description,
             language,
@@ -597,7 +602,7 @@ impl<W: UiWriter> Agent<W> {
         show_prompt: bool,
         show_code: bool,
         show_timing: bool,
-    ) -> Result<String> {
+    ) -> Result<TaskResult> {
         // Create a cancellation token that never cancels for backward compatibility
         let cancellation_token = CancellationToken::new();
         self.execute_task_with_timing_cancellable(
@@ -621,7 +626,7 @@ impl<W: UiWriter> Agent<W> {
         show_code: bool,
         show_timing: bool,
         cancellation_token: CancellationToken,
-    ) -> Result<String> {
+    ) -> Result<TaskResult> {
         // Execute the task directly without splitting
         self.execute_single_task(
             description,
@@ -640,7 +645,7 @@ impl<W: UiWriter> Agent<W> {
         _show_code: bool,
         show_timing: bool,
         cancellation_token: CancellationToken,
-    ) -> Result<String> {
+    ) -> Result<TaskResult> {
         // Generate session ID based on the initial prompt if this is a new session
         if self.session_id.is_none() {
             self.session_id = Some(self.generate_session_id(description));
@@ -778,7 +783,7 @@ The tool will execute immediately and you'll receive the result (success or erro
         // Time the LLM call with cancellation support and streaming
         let llm_start = Instant::now();
         let result = tokio::select! {
-            result = self.stream_completion(request) => result,
+            result = self.stream_completion(request, show_timing) => result,
             _ = cancellation_token.cancelled() => {
                 // Save context window on cancellation
                 self.save_context_window("cancelled");
@@ -786,8 +791,8 @@ The tool will execute immediately and you'll receive the result (success or erro
             }
         };
 
-        let (response_content, think_time) = match result {
+        let task_result = match result {
-            Ok(content) => content,
+            Ok(result) => result,
             Err(e) => {
                 // Save context window on error
                 self.save_context_window("error");
@@ -795,7 +800,8 @@ The tool will execute immediately and you'll receive the result (success or erro
             }
         };
 
-        let llm_duration = llm_start.elapsed();
+        let response_content = task_result.response.clone();
+        let _llm_duration = llm_start.elapsed();
 
         // Create a mock usage for now (we'll need to track this during streaming)
         let mock_usage = g3_providers::Usage {
@@ -822,18 +828,8 @@ The tool will execute immediately and you'll receive the result (success or erro
         // Save context window at the end of successful interaction
         self.save_context_window("completed");
 
-        // With streaming tool execution, we don't need separate code execution
+        // Return the task result which already includes timing if needed
-        // The tools are already executed during streaming
+        Ok(task_result)
-        if show_timing {
-            let timing_summary = format!(
-                "\n⏱️ {} | 💭 {}",
-                Self::format_duration(llm_duration),
-                Self::format_duration(think_time)
-            );
-            Ok(format!("{}\n{}", response_content, timing_summary))
-        } else {
-            Ok(response_content)
-        }
     }
 
     /// Generate a session ID based on the initial prompt
@@ -919,8 +915,9 @@ The tool will execute immediately and you'll receive the result (success or erro
     async fn stream_completion(
         &mut self,
         request: CompletionRequest,
-    ) -> Result<(String, Duration)> {
+        show_timing: bool,
-        self.stream_completion_with_tools(request).await
+    ) -> Result<TaskResult> {
+        self.stream_completion_with_tools(request, show_timing).await
     }
 
     /// Create tool definitions for native tool calling providers
@@ -1076,7 +1073,8 @@ The tool will execute immediately and you'll receive the result (success or erro
     async fn stream_completion_with_tools(
         &mut self,
         mut request: CompletionRequest,
-    ) -> Result<(String, Duration)> {
+        show_timing: bool,
+    ) -> Result<TaskResult> {
         use crate::error_handling::ErrorContext;
         use tokio_stream::StreamExt;
 
@@ -1473,9 +1471,17 @@ The tool will execute immediately and you'll receive the result (success or erro
                                     }
                                 }
                                 self.ui_writer.println("");
-                                let ttft =
+                                let _ttft =
                                     first_token_time.unwrap_or_else(|| stream_start.elapsed());
-                                return Ok((full_response, ttft));
+                                
+                                // Add timing if needed
+                                let final_response = if show_timing {
+                                    format!("{}\n\n⏱️ {} | 💭 {}", full_response, Self::format_duration(total_execution_time), Self::format_duration(_ttft))
+                                } else {
+                                    full_response
+                                };
+                                
+                                return Ok(TaskResult::new(final_response, self.context_window.clone()));
                             }
 
                             // Closure marker with timing
@@ -1680,9 +1686,17 @@ The tool will execute immediately and you'll receive the result (success or erro
                                 }
 
                                 self.ui_writer.println("");
-                                let ttft =
+                                let _ttft =
                                     first_token_time.unwrap_or_else(|| stream_start.elapsed());
-                                return Ok((full_response, ttft));
+                                
+                                // Add timing if needed
+                                let final_response = if show_timing {
+                                    format!("{}\n\n⏱️ {} | 💭 {}", full_response, Self::format_duration(total_execution_time), Self::format_duration(_ttft))
+                                } else {
+                                    full_response
+                                };
+                                
+                                return Ok(TaskResult::new(final_response, self.context_window.clone()));
                             }
                             break; // Tool was executed, break to continue outer loop
                         }
@@ -1747,16 +1761,32 @@ The tool will execute immediately and you'll receive the result (success or erro
                     self.ui_writer.println("");
                 }
 
-                let ttft = first_token_time.unwrap_or_else(|| stream_start.elapsed());
+                let _ttft = first_token_time.unwrap_or_else(|| stream_start.elapsed());
-                return Ok((full_response, ttft));
+                
+                // Add timing if needed
+                let final_response = if show_timing {
+                    format!("{}\n\n⏱️ {} | 💭 {}", full_response, Self::format_duration(total_execution_time), Self::format_duration(_ttft))
+                } else {
+                    full_response
+                };
+                
+                return Ok(TaskResult::new(final_response, self.context_window.clone()));
             }
 
             // Continue the loop to start a new stream with updated context
         }
 
         // If we exit the loop due to max iterations
-        let ttft = first_token_time.unwrap_or_else(|| stream_start.elapsed());
+        let _ttft = first_token_time.unwrap_or_else(|| stream_start.elapsed());
-        Ok((full_response, ttft))
+        
+        // Add timing if needed
+        let final_response = if show_timing {
+            format!("{}\n\n⏱️ {} | 💭 {}", full_response, Self::format_duration(total_execution_time), Self::format_duration(_ttft))
+        } else {
+            full_response
+        };
+        
+        Ok(TaskResult::new(final_response, self.context_window.clone()))
     }
 
     async fn execute_tool(&self, tool_call: &ToolCall) -> Result<String> {

crates/g3-core/src/project.rs

@@ -81,6 +81,48 @@ impl Project {
         self.requirements_path.is_some()
     }
     
+    /// Check if implementation files exist in the workspace
+    pub fn has_implementation_files(&self) -> bool {
+        self.check_dir_for_implementation_files(&self.workspace_dir)
+    }
+    
+    /// Recursively check a directory for implementation files
+    fn check_dir_for_implementation_files(&self, dir: &Path) -> bool {
+        // Common source file extensions
+        let extensions = vec![
+            "swift", "rs", "py", "js", "ts", "java", "cpp", "c",
+            "go", "rb", "php", "cs", "kt", "scala", "m", "h"
+        ];
+        
+        if let Ok(entries) = std::fs::read_dir(dir) {
+            for entry in entries.flatten() {
+                let path = entry.path();
+                
+                if path.is_file() {
+                    // Check if it's a source file
+                    if let Some(ext) = path.extension() {
+                        if let Some(ext_str) = ext.to_str() {
+                            if extensions.contains(&ext_str) {
+                                return true;
+                            }
+                        }
+                    }
+                } else if path.is_dir() {
+                    // Skip hidden directories and common non-source directories
+                    if let Some(name) = path.file_name().and_then(|n| n.to_str()) {
+                        if !name.starts_with('.') && name != "logs" && name != "target" && name != "node_modules" {
+                            // Recursively check subdirectories
+                            if self.check_dir_for_implementation_files(&path) {
+                                return true;
+                            }
+                        }
+                    }
+                }
+            }
+        }
+        false
+    }
+    
     /// Read the requirements file content
     pub fn read_requirements(&self) -> Result<Option<String>> {
         if let Some(ref path) = self.requirements_path {

crates/g3-core/src/task_result.rs

@@ -0,0 +1,97 @@
+use crate::ContextWindow;
+
+/// Result of a task execution containing both the response and the context window
+#[derive(Debug, Clone)]
+pub struct TaskResult {
+    /// The actual response content from the task execution
+    pub response: String,
+    /// The complete context window at the time of completion
+    pub context_window: ContextWindow,
+}
+
+impl TaskResult {
+    pub fn new(response: String, context_window: ContextWindow) -> Self {
+        Self {
+            response,
+            context_window,
+        }
+    }
+
+    /// Extract the last block from the response (for coach feedback in autonomous mode)
+    /// This looks for the final_output content which is the last substantial block
+    pub fn extract_last_block(&self) -> String {
+        // Remove any timing information at the end
+        let content_without_timing = if let Some(timing_pos) = self.response.rfind("\n⏱️") {
+            &self.response[..timing_pos]
+        } else {
+            &self.response
+        };
+        
+        // Split by double newlines to find the last substantial block
+        let blocks: Vec<&str> = content_without_timing.split("\n\n").collect();
+        
+        // Find the last non-empty block that isn't just whitespace
+        blocks.iter()
+            .rev()
+            .find(|block| !block.trim().is_empty())
+            .map(|block| block.trim().to_string())
+            .unwrap_or_else(|| {
+                // Fallback: if we can't find a clear block, take the whole thing
+                content_without_timing.trim().to_string()
+            })
+    }
+
+    /// Check if the response contains an approval (for autonomous mode)
+    pub fn is_approved(&self) -> bool {
+        self.extract_last_block().contains("IMPLEMENTATION_APPROVED")
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_extract_last_block() {
+        // Test case 1: Response with timing info
+        let context_window = ContextWindow::new(1000);
+        let response_with_timing = "Some initial content\n\nFinal block content\n\n⏱️ 2.3s | 💭 1.2s".to_string();
+        let result = TaskResult::new(response_with_timing, context_window.clone());
+        assert_eq!(result.extract_last_block(), "Final block content");
+        
+        // Test case 2: Response without timing
+        let response_no_timing = "Some initial content\n\nFinal block content".to_string();
+        let result = TaskResult::new(response_no_timing, context_window.clone());
+        assert_eq!(result.extract_last_block(), "Final block content");
+        
+        // Test case 3: Response with IMPLEMENTATION_APPROVED
+        let response_approved = "Some content\n\nIMPLEMENTATION_APPROVED".to_string();
+        let result = TaskResult::new(response_approved, context_window.clone());
+        assert!(result.is_approved());
+        
+        // Test case 4: Response without approval
+        let response_not_approved = "Some content\n\nNeeds more work".to_string();
+        let result = TaskResult::new(response_not_approved, context_window);
+        assert!(!result.is_approved());
+    }
+
+    #[test]
+    fn test_extract_last_block_edge_cases() {
+        let context_window = ContextWindow::new(1000);
+        
+        // Test empty response
+        let empty_response = "".to_string();
+        let result = TaskResult::new(empty_response, context_window.clone());
+        assert_eq!(result.extract_last_block(), "");
+        
+        // Test single block
+        let single_block = "Just one block".to_string();
+        let result = TaskResult::new(single_block, context_window.clone());
+        assert_eq!(result.extract_last_block(), "Just one block");
+        
+        // Test multiple empty blocks
+        let multiple_empty = "\n\n\n\nSome content\n\n\n\n".to_string();
+        let result = TaskResult::new(multiple_empty, context_window);
+        assert_eq!(result.extract_last_block(), "Some content");
+    }
+}

crates/g3-core/src/task_result_comprehensive_tests.rs

@@ -0,0 +1,276 @@
+use crate::{ContextWindow, TaskResult};
+use g3_providers::{Message, MessageRole};
+use std::sync::Arc;
+
+#[test]
+fn test_task_result_basic_functionality() {
+    // Create a context window with some messages
+    let mut context = ContextWindow::new(10000);
+    context.add_message(Message {
+        role: MessageRole::User,
+        content: "Test message 1".to_string(),
+    });
+    context.add_message(Message {
+        role: MessageRole::Assistant,
+        content: "Response 1".to_string(),
+    });
+    
+    // Create a TaskResult
+    let response = "This is the response\n\nFinal output block".to_string();
+    let result = TaskResult::new(response.clone(), context.clone());
+    
+    // Test basic properties
+    assert_eq!(result.response, response);
+    assert_eq!(result.context_window.conversation_history.len(), 2);
+    assert_eq!(result.context_window.total_tokens, 10000);
+}
+
+#[test]
+fn test_extract_last_block_various_formats() {
+    let context = ContextWindow::new(1000);
+    
+    // Test 1: Standard format with multiple blocks
+    let response1 = "First block\n\nSecond block\n\nThird block".to_string();
+    let result1 = TaskResult::new(response1, context.clone());
+    assert_eq!(result1.extract_last_block(), "Third block");
+    
+    // Test 2: With timing information
+    let response2 = "Content\n\nFinal block\n\n⏱️ 2.3s | 💭 1.2s".to_string();
+    let result2 = TaskResult::new(response2, context.clone());
+    assert_eq!(result2.extract_last_block(), "Final block");
+    
+    // Test 3: Single line response
+    let response3 = "Single line response".to_string();
+    let result3 = TaskResult::new(response3, context.clone());
+    assert_eq!(result3.extract_last_block(), "Single line response");
+    
+    // Test 4: Empty response
+    let response4 = "".to_string();
+    let result4 = TaskResult::new(response4, context.clone());
+    assert_eq!(result4.extract_last_block(), "");
+    
+    // Test 5: Only whitespace
+    let response5 = "\n\n\n   \n\n".to_string();
+    let result5 = TaskResult::new(response5, context.clone());
+    assert_eq!(result5.extract_last_block(), "");
+    
+    // Test 6: Multiple blocks with empty ones
+    let response6 = "First\n\n\n\n\n\nLast block here".to_string();
+    let result6 = TaskResult::new(response6, context.clone());
+    assert_eq!(result6.extract_last_block(), "Last block here");
+}
+
+#[test]
+fn test_is_approved_detection() {
+    let context = ContextWindow::new(1000);
+    
+    // Test approved cases
+    let approved_responses = vec![
+        "Analysis complete\n\nIMPLEMENTATION_APPROVED",
+        "Some content\n\nThe implementation is good. IMPLEMENTATION_APPROVED",
+        "IMPLEMENTATION_APPROVED",
+        "Review done\n\n✅ IMPLEMENTATION_APPROVED - All tests pass",
+    ];
+    
+    for response in approved_responses {
+        let result = TaskResult::new(response.to_string(), context.clone());
+        assert!(result.is_approved(), "Failed to detect approval in: {}", response);
+    }
+    
+    // Test not approved cases
+    let not_approved_responses = vec![
+        "Needs more work",
+        "Implementation needs fixes",
+        "IMPLEMENTATION_REJECTED",
+        "Almost there but not APPROVED",
+        "",
+    ];
+    
+    for response in not_approved_responses {
+        let result = TaskResult::new(response.to_string(), context.clone());
+        assert!(!result.is_approved(), "Incorrectly detected approval in: {}", response);
+    }
+}
+
+#[test]
+fn test_context_window_preservation() {
+    // Create a context window with specific state
+    let mut context = ContextWindow::new(5000);
+    context.used_tokens = 1234;
+    
+    // Add some messages
+    for i in 0..5 {
+        context.add_message(Message {
+            role: if i % 2 == 0 { MessageRole::User } else { MessageRole::Assistant },
+            content: format!("Message {}", i),
+        });
+    }
+    
+    // Create TaskResult
+    let result = TaskResult::new("Response".to_string(), context.clone());
+    
+    // Verify context is preserved
+    assert_eq!(result.context_window.total_tokens, 5000);
+    assert!(result.context_window.used_tokens > 1234); // Should have increased
+    assert_eq!(result.context_window.conversation_history.len(), 5);
+    
+    // Verify messages are preserved correctly
+    for i in 0..5 {
+        let is_user = matches!(result.context_window.conversation_history[i].role, MessageRole::User);
+        let expected_is_user = i % 2 == 0;
+        assert_eq!(is_user, expected_is_user, "Message {} has wrong role", i);
+        assert_eq!(result.context_window.conversation_history[i].content, format!("Message {}", i));
+    }
+}
+
+#[test]
+fn test_coach_feedback_extraction_scenarios() {
+    let context = ContextWindow::new(1000);
+    
+    // Scenario 1: Coach feedback with file operations and analysis
+    let coach_response = r#"Reading file: src/main.rs
+📄 File content (23 lines):
+fn main() {
+    println!("Hello");
+}
+
+Analyzing implementation...
+
+The implementation needs the following fixes:
+1. Add error handling
+2. Implement missing functions
+3. Add tests"#;
+    
+    let result = TaskResult::new(coach_response.to_string(), context.clone());
+    let feedback = result.extract_last_block();
+    assert!(feedback.contains("Add error handling"));
+    assert!(feedback.contains("Implement missing functions"));
+    assert!(feedback.contains("Add tests"));
+    
+    // Scenario 2: Coach approval
+    let approval_response = r#"Checking compilation...
+✅ Build successful
+
+Running tests...
+✅ All tests pass
+
+IMPLEMENTATION_APPROVED"#;
+    
+    let result = TaskResult::new(approval_response.to_string(), context.clone());
+    assert!(result.is_approved());
+    assert_eq!(result.extract_last_block(), "IMPLEMENTATION_APPROVED");
+    
+    // Scenario 3: Complex feedback with timing
+    let complex_response = r#"Tool execution log...
+
+Analysis complete.
+
+The following issues were found:
+- Memory leak in process_data()
+- Missing input validation
+
+⏱️ 5.2s | 💭 2.1s"#;
+    
+    let result = TaskResult::new(complex_response.to_string(), context.clone());
+    let feedback = result.extract_last_block();
+    assert!(feedback.contains("Memory leak"));
+    assert!(feedback.contains("Missing input validation"));
+    assert!(!feedback.contains("⏱️")); // Timing should be stripped
+}
+
+#[test]
+fn test_edge_cases_and_special_characters() {
+    let context = ContextWindow::new(1000);
+    
+    // Test with special characters and emojis
+    let response_with_emojis = "First part 🚀\n\n✅ Final part with emojis 🎉".to_string();
+    let result = TaskResult::new(response_with_emojis, context.clone());
+    assert_eq!(result.extract_last_block(), "✅ Final part with emojis 🎉");
+    
+    // Test with code blocks
+    let response_with_code = "Explanation\n\n```rust\nfn main() {}\n```\n\nFinal comment".to_string();
+    let result = TaskResult::new(response_with_code, context.clone());
+    assert_eq!(result.extract_last_block(), "Final comment");
+    
+    // Test with mixed newlines
+    let mixed_newlines = "Part 1\r\n\r\nPart 2\n\nPart 3".to_string();
+    let result = TaskResult::new(mixed_newlines, context.clone());
+    assert_eq!(result.extract_last_block(), "Part 3");
+}
+
+#[test]
+fn test_large_response_handling() {
+    let context = ContextWindow::new(100000);
+    
+    // Create a large response
+    let mut large_response = String::new();
+    for i in 0..100 {
+        large_response.push_str(&format!("Block {} with some content\n\n", i));
+    }
+    large_response.push_str("This is the final block after 100 other blocks");
+    
+    let result = TaskResult::new(large_response, context);
+    assert_eq!(result.extract_last_block(), "This is the final block after 100 other blocks");
+}
+
+#[test]
+fn test_concurrent_access() {
+    use std::thread;
+    
+    let context = ContextWindow::new(1000);
+    let result = Arc::new(TaskResult::new(
+        "Concurrent test\n\nFinal block".to_string(),
+        context,
+    ));
+    
+    let mut handles = vec![];
+    
+    // Spawn multiple threads to access the TaskResult
+    for _ in 0..10 {
+        let result_clone = Arc::clone(&result);
+        let handle = thread::spawn(move || {
+            // Each thread extracts the last block
+            let block = result_clone.extract_last_block();
+            assert_eq!(block, "Final block");
+            
+            // Check approval status
+            assert!(!result_clone.is_approved());
+        });
+        handles.push(handle);
+    }
+    
+    // Wait for all threads to complete
+    for handle in handles {
+        handle.join().unwrap();
+    }
+}
+
+fn main() {
+    println!("Running TaskResult comprehensive tests...");
+    
+    test_task_result_basic_functionality();
+    println!("✅ Basic functionality test passed");
+    
+    test_extract_last_block_various_formats();
+    println!("✅ Extract last block test passed");
+    
+    test_is_approved_detection();
+    println!("✅ Approval detection test passed");
+    
+    test_context_window_preservation();
+    println!("✅ Context window preservation test passed");
+    
+    test_coach_feedback_extraction_scenarios();
+    println!("✅ Coach feedback extraction test passed");
+    
+    test_edge_cases_and_special_characters();
+    println!("✅ Edge cases test passed");
+    
+    test_large_response_handling();
+    println!("✅ Large response handling test passed");
+    
+    test_concurrent_access();
+    println!("✅ Concurrent access test passed");
+    
+    println!("\n🎉 All TaskResult tests passed successfully!");
+}

crates/g3-core/src/task_result_tests.rs

@@ -0,0 +1,48 @@
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_extract_last_block() {
+        // Test case 1: Response with timing info
+        let context_window = ContextWindow::new(1000);
+        let response_with_timing = "Some initial content\n\nFinal block content\n\n⏱️ 2.3s | 💭 1.2s".to_string();
+        let result = TaskResult::new(response_with_timing, context_window.clone());
+        assert_eq!(result.extract_last_block(), "Final block content");
+        
+        // Test case 2: Response without timing
+        let response_no_timing = "Some initial content\n\nFinal block content".to_string();
+        let result = TaskResult::new(response_no_timing, context_window.clone());
+        assert_eq!(result.extract_last_block(), "Final block content");
+        
+        // Test case 3: Response with IMPLEMENTATION_APPROVED
+        let response_approved = "Some content\n\nIMPLEMENTATION_APPROVED".to_string();
+        let result = TaskResult::new(response_approved, context_window.clone());
+        assert!(result.is_approved());
+        
+        // Test case 4: Response without approval
+        let response_not_approved = "Some content\n\nNeeds more work".to_string();
+        let result = TaskResult::new(response_not_approved, context_window);
+        assert!(!result.is_approved());
+    }
+
+    #[test]
+    fn test_extract_last_block_edge_cases() {
+        let context_window = ContextWindow::new(1000);
+        
+        // Test empty response
+        let empty_response = "".to_string();
+        let result = TaskResult::new(empty_response, context_window.clone());
+        assert_eq!(result.extract_last_block(), "");
+        
+        // Test single block
+        let single_block = "Just one block".to_string();
+        let result = TaskResult::new(single_block, context_window.clone());
+        assert_eq!(result.extract_last_block(), "Just one block");
+        
+        // Test multiple empty blocks
+        let multiple_empty = "\n\n\n\nSome content\n\n\n\n".to_string();
+        let result = TaskResult::new(multiple_empty, context_window);
+        assert_eq!(result.extract_last_block(), "Some content");
+    }
+}