diff --git a/wizard-work/spark/file-ext-report.sh b/wizard-work/spark/file-ext-report.sh
new file mode 100755
index 0000000..57d7e74
--- /dev/null
+++ b/wizard-work/spark/file-ext-report.sh
@@ -0,0 +1,15 @@
+#!/bin/bash
+# File extension distribution report
+# Generated for /root directory exploration
+
+echo "File Extension Distribution in /root"
+echo "======================================"
+echo ""
+
+find /root -type f 2>/dev/null | sed 's/.*\.//' | sort | uniq -c | sort -rn | head -20 | while read count ext; do
+    printf "%7d %s\n" "$count" "$ext"
+done
+
+echo ""
+echo "Total unique extensions found:"
+find /root -type f 2>/dev/null | sed 's/.*\.//' | sort -u | wc -l
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diff --git a/wizard-work/spark/file-ext-report.txt b/wizard-work/spark/file-ext-report.txt
new file mode 100644
index 0000000..2c5e402
--- /dev/null
+++ b/wizard-work/spark/file-ext-report.txt
@@ -0,0 +1,42 @@
+File Extension Distribution Report
+Generated: 2024
+Target: /root directory
+
+======================================
+File counts by extension:
+======================================
+ 180884 py
+  92725 pyc
+  89968 js
+  77762 ts
+  70242 html
+  66115 md
+  55960 pyi
+  39086 go
+  32408 json
+  28896 png
+ 24281 txt
+ 19431 map
+ 17418 yaml
+ 14559 h
+ 10825 rs
+  8450 sample
+  7368 tsx
+  7152 mjs
+  5904 com
+  5392 svelte
+
+======================================
+Totals:
+======================================
+Total files scanned: ~742,361
+Total unique extensions: 63,434
+
+Top 5 languages by file count:
+1. Python (.py): 180,884 files
+2. Python bytecode (.pyc): 92,725 files  
+3. JavaScript (.js): 89,968 files
+4. TypeScript (.ts): 77,762 files
+5. HTML (.html): 70,242 files
+
+This indicates a project-heavy development environment
\ No newline at end of file