Agentic Ai Shadowing

Turns workflow observation into documented procedures without leaving Claude. The MCP server exposes 17 tools for starting tasks, recording shell commands and window activity, and generating anonymized SOPs on demand. Everything runs locally against SQLite with no cloud sync. The anonymizer strips emails, IPs, file paths, and payment card numbers before export. You get quality scores (consistency, maturity, freshness) to flag stale procedures and version diffs to track changes. Integrates with the Datasynx Cartography server to pull system landscape context into generated docs. Useful when tribal knowledge walks out the door and you need repeatable procedures captured as the work actually happens, not reconstructed from memory weeks later.