[2025-10-25T00:47:04.763Z] === Update Check Started ===
[2025-10-25T00:47:04.763Z] Source: Knowledge Worker Global Compensation
[2025-10-25T00:47:04.763Z] Source ID: DS-00005
[2025-10-25T00:47:04.763Z] 
[2025-10-25T00:47:04.763Z] NOTE: This data source requires manual research via multi-agent AI system.
[2025-10-25T00:47:04.763Z] This script validates data freshness and documents the update process.
[2025-10-25T00:47:04.763Z] 
[2025-10-25T00:47:04.763Z] Current research date: October 19, 2025
[2025-10-25T00:47:04.763Z] Research age: 6 days (0 months)
[2025-10-25T00:47:04.763Z] 
[2025-10-25T00:47:04.763Z] ✅ Research is current (< 6 months old)
[2025-10-25T00:47:04.763Z] 
[2025-10-25T00:47:04.763Z] Validating data file structure...
[2025-10-25T00:47:04.763Z] ✅ All required sections present
[2025-10-25T00:47:04.763Z] Data source citations: 58 references found
[2025-10-25T00:47:04.763Z] ✅ Adequate source citations
[2025-10-25T00:47:04.763Z] Updating source record...
[2025-10-25T00:47:04.763Z] Source record updated (validation timestamp)
[2025-10-25T00:47:04.763Z] 
Update Check Summary:
- Timestamp: 2025-10-25T00:47:04.763Z
- Research Date: October 19, 2025
- Data File: Present
- Structure Validation: PASSED
- Source Citations: 58 found
- Manual Update Required: No (current)

[2025-10-25T00:47:04.763Z] Checking for git repository...
[2025-10-25T00:47:04.763Z] Git repository detected - committing validation update...