Agent Core Storage & Context Layer load_config get_secret fetch_ctx Agent Process agent.toml vault.db memory.db Orchestrates tasks Status: Idle Static Configuration model="gpt-4" Encrypted Secrets sk-ant-123... Vector Embeddings "hello world"