effect-uai-tool-call-approval

Human approval for sensitive tool calls is enforced by a policy layer that intercepts actions like send_email or delete_user, requiring a human verdict before execution. This synthesizes denied or cancelled outcomes if approvals are missing or rejected.

Yes, human-in-the-loop approval supports asynchronous contexts via a verdict queue. This allows sensitive tool calls to await human validation outside of synchronous HTTP requests, ensuring gated actions are only executed upon receiving an explicit approval.

When a sensitive tool call is denied or cancelled, a matching function_call_output is written to history. This ensures the conversation context accurately reflects the gated outcome, whether the result was approved, denied, cancelled, or an execution error.

You need human-in-the-loop gating when automated tool calls involve critical actions such as transfer_funds or delete_user. It reduces risk and ensures accountability by validating sensitive operations before they run within your workflow.

Yes, sensitive tool call gating supports HTTP synchronous approvals. This validates critical actions directly within the HTTP request lifecycle, pausing execution until a human verdict is provided for the gated call.

Securing critical actions like fund transfers is best achieved by implementing an approval-based gating policy. This maps sensitive tool calls to mandatory human verdicts, preventing execution and synthesizing a cancelled outcome if the approval is missing.