From cbbe570f967649c6e1a06b8d49774e8a38ea672a Mon Sep 17 00:00:00 2001
From: Mike <32080293+fulltimemike@users.noreply.github.com>
Date: Thu, 4 Dec 2025 16:18:02 -0500
Subject: [PATCH 1/2] Fix word count to use intelligent mode output if
 available

---
 app/utils/userMetrics.ts | 25 ++++++++++++++++++-------
 1 file changed, 18 insertions(+), 7 deletions(-)

diff --git a/app/utils/userMetrics.ts b/app/utils/userMetrics.ts
index b56edb94..c5e147c6 100644
--- a/app/utils/userMetrics.ts
+++ b/app/utils/userMetrics.ts
@@ -18,14 +18,19 @@ export const getStartOfWeek = (date: Date = new Date()): Date => {
  */
 export const calculateTotalWords = (interactions: Interaction[]): number => {
   return interactions.reduce((total, interaction) => {
+    // Use intelligent mode output if available, otherwise use transcription
+    const adjustedTranscript = interaction.llm_output?.adjustedTranscript?.trim()
     const transcript = interaction.asr_output?.transcript?.trim()
-    if (transcript) {
-      // Count words by splitting on whitespace and filtering out empty strings
-      const words = transcript
+
+    const textToCount = adjustedTranscript || transcript
+
+    if (textToCount) {
+      const words = textToCount
         .split(/\s+/)
         .filter((word: string) => word.length > 0)
       return total + words.length
     }
+
     return total
   }, 0)
 }
@@ -52,7 +57,9 @@ export const calculateWeeklyWordCount = (
 export const calculateAverageWPM = (interactions: Interaction[]): number => {
   const validInteractions = interactions.filter(
     interaction =>
-      interaction.asr_output?.transcript?.trim() && interaction.duration_ms,
+      (interaction.asr_output?.transcript?.trim() ||
+        interaction.llm_output?.adjustedTranscript?.trim()) &&
+      interaction.duration_ms,
   )
 
   if (validInteractions.length === 0) return 0
@@ -61,10 +68,14 @@ export const calculateAverageWPM = (interactions: Interaction[]): number => {
   let totalDurationMs = 0
 
   validInteractions.forEach(interaction => {
+    // Use intelligent mode output if available, otherwise use transcription
+    const adjustedTranscript = interaction.llm_output?.adjustedTranscript?.trim()
     const transcript = interaction.asr_output?.transcript?.trim()
-    if (transcript && interaction.duration_ms) {
-      // Count words by splitting on whitespace and filtering out empty strings
-      const words = transcript
+
+    const textToCount = adjustedTranscript || transcript
+
+    if (textToCount && interaction.duration_ms) {
+      const words = textToCount
         .split(/\s+/)
         .filter((word: string) => word.length > 0)
       totalWords += words.length

From 681711c4e515ac054423373ffcf900640a328744 Mon Sep 17 00:00:00 2001
From: Mike <32080293+fulltimemike@users.noreply.github.com>
Date: Thu, 4 Dec 2025 16:21:39 -0500
Subject: [PATCH 2/2] format

---
 app/utils/userMetrics.ts | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/app/utils/userMetrics.ts b/app/utils/userMetrics.ts
index c5e147c6..9c411b87 100644
--- a/app/utils/userMetrics.ts
+++ b/app/utils/userMetrics.ts
@@ -19,7 +19,8 @@ export const getStartOfWeek = (date: Date = new Date()): Date => {
 export const calculateTotalWords = (interactions: Interaction[]): number => {
   return interactions.reduce((total, interaction) => {
     // Use intelligent mode output if available, otherwise use transcription
-    const adjustedTranscript = interaction.llm_output?.adjustedTranscript?.trim()
+    const adjustedTranscript =
+      interaction.llm_output?.adjustedTranscript?.trim()
     const transcript = interaction.asr_output?.transcript?.trim()
 
     const textToCount = adjustedTranscript || transcript
@@ -57,8 +58,8 @@ export const calculateWeeklyWordCount = (
 export const calculateAverageWPM = (interactions: Interaction[]): number => {
   const validInteractions = interactions.filter(
     interaction =>
-      (interaction.asr_output?.transcript?.trim() ||
-        interaction.llm_output?.adjustedTranscript?.trim()) &&
+      (interaction.llm_output?.adjustedTranscript?.trim() ||
+        interaction.asr_output?.transcript?.trim()) &&
       interaction.duration_ms,
   )
 
@@ -69,7 +70,8 @@ export const calculateAverageWPM = (interactions: Interaction[]): number => {
 
   validInteractions.forEach(interaction => {
     // Use intelligent mode output if available, otherwise use transcription
-    const adjustedTranscript = interaction.llm_output?.adjustedTranscript?.trim()
+    const adjustedTranscript =
+      interaction.llm_output?.adjustedTranscript?.trim()
     const transcript = interaction.asr_output?.transcript?.trim()
 
     const textToCount = adjustedTranscript || transcript