anthropics / anthropics/anthropic-sdk-python

Managed Agents event stream doesn't surface model refusal stop_reason / stop_details

Đang mở
#1,664 1 bình luận 0 reaction 0 người được giao Xem trên GitHub
Ngôn ngữ chính
Python
Star
3.9k
Fork
853
Merge trung bình
1 ngày 18 giờ
Pull request đã merge (30 ngày)
11

Mô tả

## Summary

On the Messages API, a safety refusal is reported via `stop_reason="refusal"` plus
`stop_details` (`RefusalStopDetails`, with `category` = `bio` | `cyber`). The Managed
Agents session event stream appears to have no equivalent, so a consumer can't tell
that a turn ended due to a model refusal (or which category).

## Details

Verified against `main` and the latest release (`v0.107.1`):

- `BetaManagedAgentsSessionStatusIdleEvent.stop_reason` is a union of only
`BetaManagedAgentsSessionEndTurn | BetaManagedAgentsSessionRequiresAction |
BetaManagedAgentsSessionRetriesExhausted` — no `refusal` variant.
(`src/anthropic/types/beta/sessions/beta_managed_agents_session_status_idle_event.py`)

- `BetaManagedAgentsSpanModelRequestEndEvent` exposes `is_error` and `model_usage`
but no `stop_reason` / `stop_details`.
(`src/anthropic/types/beta/sessions/beta_managed_agents_span_model_request_end_event.py`)

For comparison, the Messages API `Message` carries `stop_reason` (includes `"refusal"`)
and `stop_details` (`RefusalStopDetails`). The `BetaStopReason` enum also lists
`"refusal"`, but the session-idle event's `stop_reason` union does not include it.

## Initial analysis — needs confirmation

A prompt that triggers a refusal on the Messages API appears, in a Managed Agents
session, to produce a turn with little/no text after which the session goes idle,
with no event field indicating a refusal occurred.

Possible resolution: include a `refusal` variant in the `session.status_idle`
`stop_reason` union, and/or surface the underlying model `stop_reason` / `stop_details`
on `span.model_request_end`.

Hướng dẫn đóng góp

Mở hướng dẫn đóng góp

Đánh giá

Issue này chưa được đánh giá.

Nhận issue mới trong hộp thư của bạn

Bản tóm tắt ngắn những issue GitHub phù hợp với người mới.