Enables agents to append validated entries to declared JSONL or CSV logs while rejecting invalid records with actionable errors, enforcing append-only contained writes and UTF-8 preservation.
Enables an AI agent to invoke only the local scripts you explicitly declare, with typed arguments validated before launch and without any shell, so arbitrary commands and injection attempts are rejected.