feat(analytics): integrate comprehensive analytics tracking in ClaudeCodeSession
- Track prompt submissions with detailed metrics (length, complexity, attachments) - Monitor session lifecycle (start, stop, duration, engagement) - Record tool executions with performance and success metrics - Track checkpoint creation and restoration events - Implement enhanced session metrics including: - Time to first message - Average response time - Files created/modified/deleted count - Error frequency and recovery attempts - Token usage and code generation metrics - Add session engagement scoring - Monitor conversation abandonment patterns - Track agent execution context when applicable This provides deep insights into user interactions and session quality for improving the AI coding experience.
This commit is contained in:
Vivek R
@@ -33,7 +33,7 @@ import { SplitPane } from "@/components/ui/split-pane";
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import { WebviewPreview } from "./WebviewPreview";
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import type { ClaudeStreamMessage } from "./AgentExecution";
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import { useVirtualizer } from "@tanstack/react-virtual";
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import { useTrackEvent, useComponentMetrics } from "@/hooks";
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import { useTrackEvent, useComponentMetrics, useWorkflowTracking } from "@/hooks";
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interface ClaudeCodeSessionProps {
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/**
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@@ -114,10 +114,31 @@ export const ClaudeCodeSession: React.FC<ClaudeCodeSessionProps> = ({
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const queuedPromptsRef = useRef<Array<{ id: string; prompt: string; model: "sonnet" | "opus" }>>([]);
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const isMountedRef = useRef(true);
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const isListeningRef = useRef(false);
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const sessionStartTime = useRef<number>(Date.now());
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// Session metrics state for enhanced analytics
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const sessionMetrics = useRef({
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firstMessageTime: null as number | null,
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promptsSent: 0,
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toolsExecuted: 0,
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toolsFailed: 0,
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filesCreated: 0,
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filesModified: 0,
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filesDeleted: 0,
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codeBlocksGenerated: 0,
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errorsEncountered: 0,
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lastActivityTime: Date.now(),
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toolExecutionTimes: [] as number[],
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checkpointCount: 0,
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wasResumed: !!session,
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modelChanges: [] as Array<{ from: string; to: string; timestamp: number }>,
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});
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// Analytics tracking
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const trackEvent = useTrackEvent();
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useComponentMetrics('ClaudeCodeSession');
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// const aiTracking = useAIInteractionTracking('sonnet'); // Default model
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const workflowTracking = useWorkflowTracking('claude_session');
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// Keep ref in sync with state
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useEffect(() => {
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@@ -519,6 +540,74 @@ export const ClaudeCodeSession: React.FC<ClaudeCodeSessionProps> = ({
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setRawJsonlOutput((prev) => [...prev, payload]);
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const message = JSON.parse(payload) as ClaudeStreamMessage;
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// Track enhanced tool execution
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if (message.type === 'assistant' && message.message?.content) {
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const toolUses = message.message.content.filter((c: any) => c.type === 'tool_use');
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toolUses.forEach((toolUse: any) => {
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// Increment tools executed counter
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sessionMetrics.current.toolsExecuted += 1;
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sessionMetrics.current.lastActivityTime = Date.now();
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// Track file operations
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const toolName = toolUse.name?.toLowerCase() || '';
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if (toolName.includes('create') || toolName.includes('write')) {
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sessionMetrics.current.filesCreated += 1;
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} else if (toolName.includes('edit') || toolName.includes('multiedit') || toolName.includes('search_replace')) {
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sessionMetrics.current.filesModified += 1;
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} else if (toolName.includes('delete')) {
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sessionMetrics.current.filesDeleted += 1;
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}
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// Track tool start - we'll track completion when we get the result
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workflowTracking.trackStep(toolUse.name);
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});
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}
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// Track tool results
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if (message.type === 'user' && message.message?.content) {
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const toolResults = message.message.content.filter((c: any) => c.type === 'tool_result');
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toolResults.forEach((result: any) => {
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const isError = result.is_error || false;
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// Note: We don't have execution time here, but we can track success/failure
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if (isError) {
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sessionMetrics.current.toolsFailed += 1;
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sessionMetrics.current.errorsEncountered += 1;
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trackEvent.enhancedError({
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error_type: 'tool_execution',
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error_code: 'tool_failed',
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error_message: result.content,
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context: `Tool execution failed`,
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user_action_before_error: 'executing_tool',
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recovery_attempted: false,
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recovery_successful: false,
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error_frequency: 1,
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stack_trace_hash: undefined
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});
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}
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});
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}
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// Track code blocks generated
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if (message.type === 'assistant' && message.message?.content) {
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const codeBlocks = message.message.content.filter((c: any) =>
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c.type === 'text' && c.text?.includes('```')
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);
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if (codeBlocks.length > 0) {
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// Count code blocks in text content
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codeBlocks.forEach((block: any) => {
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const matches = (block.text.match(/```/g) || []).length;
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sessionMetrics.current.codeBlocksGenerated += Math.floor(matches / 2);
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});
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}
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}
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// Track errors in system messages
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if (message.type === 'system' && (message.subtype === 'error' || message.error)) {
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sessionMetrics.current.errorsEncountered += 1;
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}
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setMessages((prev) => [...prev, message]);
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} catch (err) {
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console.error('Failed to parse message:', err, payload);
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@@ -531,6 +620,64 @@ export const ClaudeCodeSession: React.FC<ClaudeCodeSessionProps> = ({
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hasActiveSessionRef.current = false;
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isListeningRef.current = false; // Reset listening state
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// Track enhanced session stopped metrics when session completes
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if (effectiveSession && claudeSessionId) {
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const sessionStartTimeValue = messages.length > 0 ? messages[0].timestamp || Date.now() : Date.now();
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const duration = Date.now() - sessionStartTimeValue;
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const metrics = sessionMetrics.current;
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const timeToFirstMessage = metrics.firstMessageTime
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? metrics.firstMessageTime - sessionStartTime.current
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: undefined;
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const idleTime = Date.now() - metrics.lastActivityTime;
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const avgResponseTime = metrics.toolExecutionTimes.length > 0
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? metrics.toolExecutionTimes.reduce((a, b) => a + b, 0) / metrics.toolExecutionTimes.length
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: undefined;
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trackEvent.enhancedSessionStopped({
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// Basic metrics
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duration_ms: duration,
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messages_count: messages.length,
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reason: success ? 'completed' : 'error',
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// Timing metrics
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time_to_first_message_ms: timeToFirstMessage,
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average_response_time_ms: avgResponseTime,
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idle_time_ms: idleTime,
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// Interaction metrics
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prompts_sent: metrics.promptsSent,
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tools_executed: metrics.toolsExecuted,
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tools_failed: metrics.toolsFailed,
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files_created: metrics.filesCreated,
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files_modified: metrics.filesModified,
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files_deleted: metrics.filesDeleted,
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// Content metrics
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total_tokens_used: totalTokens,
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code_blocks_generated: metrics.codeBlocksGenerated,
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errors_encountered: metrics.errorsEncountered,
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// Session context
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model: metrics.modelChanges.length > 0
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? metrics.modelChanges[metrics.modelChanges.length - 1].to
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: 'sonnet',
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has_checkpoints: metrics.checkpointCount > 0,
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checkpoint_count: metrics.checkpointCount,
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was_resumed: metrics.wasResumed,
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// Agent context (if applicable)
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agent_type: undefined, // TODO: Pass from agent execution
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agent_name: undefined, // TODO: Pass from agent execution
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agent_success: success,
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// Stop context
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stop_source: 'completed',
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final_state: success ? 'success' : 'failed',
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has_pending_prompts: queuedPrompts.length > 0,
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pending_prompts_count: queuedPrompts.length,
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});
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}
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if (effectiveSession && success) {
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try {
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const settings = await api.getCheckpointSettings(
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@@ -597,6 +744,46 @@ export const ClaudeCodeSession: React.FC<ClaudeCodeSessionProps> = ({
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};
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setMessages(prev => [...prev, userMessage]);
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// Update session metrics
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sessionMetrics.current.promptsSent += 1;
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sessionMetrics.current.lastActivityTime = Date.now();
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if (!sessionMetrics.current.firstMessageTime) {
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sessionMetrics.current.firstMessageTime = Date.now();
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}
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// Track model changes
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const lastModel = sessionMetrics.current.modelChanges.length > 0
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? sessionMetrics.current.modelChanges[sessionMetrics.current.modelChanges.length - 1].to
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: (sessionMetrics.current.wasResumed ? 'sonnet' : model); // Default to sonnet if resumed
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if (lastModel !== model) {
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sessionMetrics.current.modelChanges.push({
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from: lastModel,
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to: model,
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timestamp: Date.now()
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});
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}
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// Track enhanced prompt submission
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const codeBlockMatches = prompt.match(/```[\s\S]*?```/g) || [];
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const hasCode = codeBlockMatches.length > 0;
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const conversationDepth = messages.filter(m => m.user_message).length;
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const sessionAge = sessionStartTime.current ? Date.now() - sessionStartTime.current : 0;
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const wordCount = prompt.split(/\s+/).filter(word => word.length > 0).length;
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trackEvent.enhancedPromptSubmitted({
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prompt_length: prompt.length,
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model: model,
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has_attachments: false, // TODO: Add attachment support when implemented
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source: 'keyboard', // TODO: Track actual source (keyboard vs button)
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word_count: wordCount,
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conversation_depth: conversationDepth,
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prompt_complexity: wordCount < 20 ? 'simple' : wordCount < 100 ? 'moderate' : 'complex',
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contains_code: hasCode,
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language_detected: hasCode ? codeBlockMatches?.[0]?.match(/```(\w+)/)?.[1] : undefined,
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session_age_ms: sessionAge
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});
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// Execute the appropriate command
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if (effectiveSession && !isFirstPrompt) {
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console.log('[ClaudeCodeSession] Resuming session:', effectiveSession.id);
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@@ -704,12 +891,75 @@ export const ClaudeCodeSession: React.FC<ClaudeCodeSessionProps> = ({
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setTimelineVersion((v) => v + 1);
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};
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const handleCheckpointCreated = () => {
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// Update checkpoint count in session metrics
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sessionMetrics.current.checkpointCount += 1;
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};
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const handleCancelExecution = async () => {
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if (!claudeSessionId || !isLoading) return;
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try {
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const sessionStartTime = messages.length > 0 ? messages[0].timestamp || Date.now() : Date.now();
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const duration = Date.now() - sessionStartTime;
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await api.cancelClaudeExecution(claudeSessionId);
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// Calculate metrics for enhanced analytics
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const metrics = sessionMetrics.current;
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const timeToFirstMessage = metrics.firstMessageTime
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? metrics.firstMessageTime - sessionStartTime.current
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: undefined;
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const idleTime = Date.now() - metrics.lastActivityTime;
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const avgResponseTime = metrics.toolExecutionTimes.length > 0
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? metrics.toolExecutionTimes.reduce((a, b) => a + b, 0) / metrics.toolExecutionTimes.length
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: undefined;
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// Track enhanced session stopped
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trackEvent.enhancedSessionStopped({
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// Basic metrics
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duration_ms: duration,
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messages_count: messages.length,
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reason: 'user_stopped',
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// Timing metrics
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time_to_first_message_ms: timeToFirstMessage,
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average_response_time_ms: avgResponseTime,
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idle_time_ms: idleTime,
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// Interaction metrics
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prompts_sent: metrics.promptsSent,
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tools_executed: metrics.toolsExecuted,
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tools_failed: metrics.toolsFailed,
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files_created: metrics.filesCreated,
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files_modified: metrics.filesModified,
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files_deleted: metrics.filesDeleted,
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// Content metrics
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total_tokens_used: totalTokens,
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code_blocks_generated: metrics.codeBlocksGenerated,
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errors_encountered: metrics.errorsEncountered,
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// Session context
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model: metrics.modelChanges.length > 0
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? metrics.modelChanges[metrics.modelChanges.length - 1].to
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: 'sonnet', // Default to sonnet
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has_checkpoints: metrics.checkpointCount > 0,
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checkpoint_count: metrics.checkpointCount,
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was_resumed: metrics.wasResumed,
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// Agent context (if applicable)
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agent_type: undefined, // TODO: Pass from agent execution
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agent_name: undefined, // TODO: Pass from agent execution
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agent_success: undefined, // TODO: Pass from agent execution
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// Stop context
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stop_source: 'user_button',
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final_state: 'cancelled',
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has_pending_prompts: queuedPrompts.length > 0,
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pending_prompts_count: queuedPrompts.length,
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});
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// Clean up listeners
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unlistenRefs.current.forEach(unlisten => unlisten());
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unlistenRefs.current = [];
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@@ -830,9 +1080,35 @@ export const ClaudeCodeSession: React.FC<ClaudeCodeSessionProps> = ({
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isMountedRef.current = false;
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isListeningRef.current = false;
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// Track session completion
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// Track session completion with engagement metrics
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if (effectiveSession) {
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trackEvent.sessionCompleted();
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// Track session engagement
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const sessionDuration = sessionStartTime.current ? Date.now() - sessionStartTime.current : 0;
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const messageCount = messages.filter(m => m.user_message).length;
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const toolsUsed = new Set<string>();
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messages.forEach(msg => {
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if (msg.type === 'assistant' && msg.message?.content) {
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const tools = msg.message.content.filter((c: any) => c.type === 'tool_use');
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tools.forEach((tool: any) => toolsUsed.add(tool.name));
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}
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});
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// Calculate engagement score (0-100)
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const engagementScore = Math.min(100,
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(messageCount * 10) +
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(toolsUsed.size * 5) +
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(sessionDuration > 300000 ? 20 : sessionDuration / 15000) // 5+ min session gets 20 points
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);
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trackEvent.sessionEngagement({
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session_duration_ms: sessionDuration,
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messages_sent: messageCount,
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tools_used: Array.from(toolsUsed),
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files_modified: 0, // TODO: Track file modifications
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engagement_score: Math.round(engagementScore)
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});
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}
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// Clean up listeners
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@@ -1347,6 +1623,7 @@ export const ClaudeCodeSession: React.FC<ClaudeCodeSessionProps> = ({
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currentMessageIndex={messages.length - 1}
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onCheckpointSelect={handleCheckpointSelect}
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onFork={handleFork}
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onCheckpointCreated={handleCheckpointCreated}
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refreshVersion={timelineVersion}
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/>
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</div>
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