✨ Direct Personal Operations Agent
Plan → Explain Risk → Request Approval → Constrained Worker → Ledger
🧠 Source-Linked Durable Memory Bank
Every fact retains provenance, confidence, mutation logs, and point-in-time rollbacks
📜 Verifiable Action Ledger & Replay Engine
Inspect stored events and validate their payload hashes
⚡ 10-Task Verification Benchmark Matrix