Skip to main content

---

title: "Add core to path" component_type: script version: "1.0.0" audience: contributor status: stable summary: "Proof-of-Concept: Process Real Claude Export Files" keywords: ['automation', 'exports', 'optimization', 'poc', 'process'] tokens: ~500 created: 2025-12-22 updated: 2025-12-22 script_name: "process_exports_poc.py" language: python executable: true usage: "python3 scripts/process_exports_poc.py [options]" python_version: "3.10+" dependencies: [] modifies_files: false network_access: false requires_auth: false​

Proof-of-Concept: Process Real Claude Export Files

Processes the 4 existing export files to demonstrate:

  • 95%+ storage reduction through deduplication
  • Zero catastrophic forgetting (all unique messages preserved)
  • Watermark tracking and hash deduplication working correctly

Author: Claude + AZ1.AI

File: process_exports_poc.py

Functions​

parse_args()​

Parse command line arguments

format_bytes(bytes_count)​

Format bytes as human-readable string

process_all_exports(export_files, storage_dir)​

Process all export files and generate comprehensive statistics.

Print comprehensive summary report

main()​

Main entry point

generate_report(results, dedup, report_path)​

Generate detailed markdown report

Usage​

python process_exports_poc.py