hermes-agent/agent/client_lifecycle.py

"""Tool-resource teardown, wire-client lifecycle and credential refresh for ``AIAgent``.

``ClientLifecycleMixin`` owns task cleanup, the shared primary client, per-request client caches
(owner-thread close vs stranger-thread abort), credential rotation and route-derived headers.
"""
import logging
import threading
import time
from contextlib import suppress
from typing import Any, Optional

from agent.lazy_forward import forward as _forward, forward_static as _forward_static, lazy_attr as _lazy_attr
from hermes_cli.timeouts import get_provider_request_timeout
from utils import base_url_host_matches, env_float

logger = logging.getLogger("run_agent")  # origin module's logger name: log records / caplog filters unchanged
_QWEN_CODE_VERSION = "0.14.1"  # Qwen Portal mimics the QwenCode CLI
# Per-request cache slot attribute names (OpenAI-style and Anthropic clients).
_OPENAI_SLOT = "_request_client_cache"
_ANTHROPIC_SLOT = "_request_anthropic_client_cache"
_NO_SOCKETS_SUFFIX = " — no sockets found; in-flight request may keep running until the provider finishes"


def _routermint_headers() -> dict:
    """User-Agent RouterMint needs to avoid Cloudflare 1010 blocks."""
    from hermes_cli.version_info import get_version_info
    return {"User-Agent": f"HermesAgent/{get_version_info().base_version}"}


def _qwen_portal_headers() -> dict:
    import platform as _plat
    _ua = f"QwenCode/{_QWEN_CODE_VERSION} ({_plat.system().lower()}; {_plat.machine()})"
    return {
        "User-Agent": _ua, "X-DashScope-CacheControl": "enable", "X-DashScope-UserAgent": _ua,
        "X-DashScope-AuthType": "qwen-oauth",
    }


# Route-specific default headers; first host match wins (order preserved from the original chain).
# Builders resolve their module lazily so run_agent keeps its import-time cost and avoids cycles.
_ROUTE_DEFAULT_HEADERS = (
    ("openrouter.ai", lambda self, url: _lazy_attr("agent.auxiliary_client", "build_or_headers")()),
    ("ai-gateway.vercel.sh", lambda self, url: dict(_lazy_attr("agent.auxiliary_client", "_AI_GATEWAY_HEADERS"))),
    ("integrate.api.nvidia.com", lambda self, url: _lazy_attr("agent.auxiliary_client", "build_nvidia_nim_headers")(url)),
    ("api.routermint.com", lambda self, url: _routermint_headers()),
    ("githubcopilot.com", lambda self, url: _lazy_attr("hermes_cli.models", "copilot_default_headers")()),
    ("api.kimi.com", lambda self, url: dict(_lazy_attr("agent.auxiliary_client", "_AI_GATEWAY_HEADERS"))),
    ("portal.qwen.ai", lambda self, url: _qwen_portal_headers()),
    ("chatgpt.com", lambda self, url: _lazy_attr("agent.codex_headers", "codex_cloudflare_headers")(
        self._client_kwargs.get("api_key", ""), base_url=url)),
    # Covers provider=xai and provider=xai-oauth (api.x.ai).
    ("x.ai", lambda self, url: _lazy_attr("tools.xai_http", "hermes_xai_default_headers")()),
)


def _reset_slot(cache: dict, *, in_use: bool = False) -> None:
    cache["client"] = None
    cache["key"] = None
    cache["poisoned"] = False
    cache["in_use"] = in_use


def _valid_credential_pair(api_key: Any, base_url: Any) -> bool:
    return bool(isinstance(api_key, str) and api_key.strip() and isinstance(base_url, str) and base_url.strip())


def _swap_fallback_clients(agent, fb_client, fb_provider: str, fb_model: str, fb_base_url: str, fb_api_mode: str) -> None:
    """Install the fallback client(s) in place, honoring request_timeout_seconds (None = SDK default)."""
    timeout = get_provider_request_timeout(fb_provider, fb_model)
    if fb_provider == "bedrock" and fb_api_mode in ("anthropic_messages", "bedrock_converse"):
        # Non-Mantle Bedrock: boto3-chain auth, no OpenAI/Anthropic SDK client to carry over.
        from agent.bedrock_adapter import bind_bedrock_runtime
        bind_bedrock_runtime(agent, fb_base_url, fb_api_mode)
        return
    # The SDK exposes an empty/stale api_key when a rotating source is installed.
    key_provider = vars(fb_client).get("_api_key_provider")
    credential = key_provider if callable(key_provider) else fb_client.api_key
    if fb_api_mode == "anthropic_messages":
        from agent.anthropic_adapter import build_anthropic_client
        from agent.anthropic_credentials import resolve_anthropic_token, anthropic_route_is_oauth
        is_anthropic = fb_provider == "anthropic"
        effective_key = credential or (resolve_anthropic_token(model=getattr(agent, "model", None)) if is_anthropic else None) or ""
        agent.api_key = agent._anthropic_api_key = effective_key
        agent._anthropic_base_url = fb_base_url
        agent._anthropic_client = build_anthropic_client(effective_key, fb_base_url, timeout=timeout)
        agent._is_anthropic_oauth = anthropic_route_is_oauth(fb_base_url, effective_key, provider=fb_provider)
        agent.client, agent._client_kwargs = None, {}
        return
    agent.api_key = credential
    agent.client = fb_client
    # Keep provider headers resolve_provider_client() baked into fb_client (SDK: _custom_headers), else
    # later request-client rebuilds drop them and User-Agent-sentinel providers (Kimi Coding) 403.
    fb_headers = getattr(fb_client, "_custom_headers", None) or getattr(fb_client, "default_headers", None)
    agent._client_kwargs = {"api_key": credential, "base_url": fb_base_url}
    if fb_headers:
        agent._client_kwargs["default_headers"] = dict(fb_headers)
    if timeout is not None:
        agent._client_kwargs["timeout"] = timeout
        # Rebuild now so the timeout applies to the very next request, not only after a rotation rebuild.
        agent._replace_primary_openai_client(reason="fallback_timeout_apply")


class ClientLifecycleMixin:
    def _close_task_resources(self, task_id: str) -> None:
        """Release task resources without treating a shared environment as process ownership."""
        from run_agent import _quietly, cleanup_browser, cleanup_vm

        def kill_processes() -> None:
            from tools.process_registry import process_registry
            # A session can run several task IDs; delegated IDs also differ from session_id.
            # Never match the environment key (e.g. "default"), shared by parent and siblings.
            owners = getattr(self, "_process_owner_task_ids", ())
            for process in process_registry.list_sessions():
                if process["owner_task_id"] in owners and process["status"] == "running":
                    process_registry.kill_process(
                        process["session_id"], source="agent_close", consume_output=True,
                    )

        def release_computer_use() -> None:
            from tools.computer_use.tool import release_computer_use_session
            release_computer_use_session(task_id)

        def forget_file_state() -> None:
            # File tools key their read stamps / writer claims by the per-turn task_id (cron:
            # ``cron:<job>:<uuid>``, subagents: ``subagent-N-xxxx``), which differs from session_id;
            # cleanup_vm(session_id) alone leaves a finished run looking like a live sibling (#114446).
            from tools.file_tools import clear_file_ops_cache
            for owner in getattr(self, "_process_owner_task_ids", ()):
                if owner and owner != task_id:
                    clear_file_ops_cache(owner)

        for step in (kill_processes, lambda: cleanup_vm(task_id), lambda: cleanup_browser(task_id),
                     release_computer_use, forget_file_state):
            _quietly(step)

    def _client_log_context(self) -> str:
        thread = threading.current_thread()
        return (
            f"thread={thread.name}:{thread.ident} provider={getattr(self, 'provider', 'unknown')} "
            f"base_url={getattr(self, 'base_url', 'unknown')} model={getattr(self, 'model', 'unknown')}"
        )

    def _anthropic_log_context(self) -> str:
        return f"provider={getattr(self, 'provider', None)} model={getattr(self, 'model', None)}"

    def _openai_client_lock(self) -> threading.RLock:
        if getattr(self, "_client_lock", None) is None:
            self._client_lock = threading.RLock()
        return self._client_lock

    @staticmethod
    def _is_openai_client_closed(client: Any) -> bool:
        """Check if an OpenAI client is closed.

        Handles both property and method forms of is_closed:
        - httpx.Client.is_closed is a bool property
        - openai.OpenAI.is_closed is a method returning bool

        Prior bug: getattr(client, "is_closed", False) returned the bound method,
        which is always truthy, causing unnecessary client recreation on every call.
        """
        from unittest.mock import Mock

        if isinstance(client, Mock):
            return False

        is_closed_attr = getattr(client, "is_closed", None)
        if is_closed_attr is not None:
            # Handle method (openai SDK) vs property (httpx)
            if callable(is_closed_attr):
                if is_closed_attr():
                    return True
            elif bool(is_closed_attr):
                return True

        http_client = getattr(client, "_client", None)
        if http_client is not None:
            return bool(getattr(http_client, "is_closed", False))
        return False

    @staticmethod
    def _build_keepalive_http_client(base_url: str = "", *, verify: Any = True) -> Any:
        """Build the shared OpenAI httpx client used by main and aux paths."""
        from agent.process_bootstrap import build_keepalive_http_client
        return build_keepalive_http_client(base_url, verify=verify)

    _create_openai_client = _forward("agent.agent_runtime_helpers", "create_openai_client")
    _force_close_tcp_sockets = _forward_static("agent.agent_runtime_helpers", "force_close_tcp_sockets")
    _cleanup_dead_connections = _forward("agent.agent_runtime_helpers", "cleanup_dead_connections")
    _run_codex_stream = _forward("agent.codex_runtime", "run_codex_stream")
    _recover_with_credential_pool = _forward("agent.agent_runtime_helpers", "recover_with_credential_pool")

    def _close_openai_client(self, client: Any, *, reason: str, shared: bool) -> None:
        if client is None:
            return
        ctx = self._client_log_context()
        # Force-close TCP sockets first (no CLOSE-WAIT accumulation), then the graceful SDK close.
        force_closed = self._force_close_tcp_sockets(client)
        try:
            client.close()
            logger.info("OpenAI client closed (%s, shared=%s, tcp_force_closed=%d) %s", reason, shared, force_closed, ctx)
        except Exception as exc:
            logger.debug("OpenAI client close failed (%s, shared=%s) %s error=%s", reason, shared, ctx, exc)

    def _retire_shared_openai_client(self, client: Any, *, reason: str) -> None:
        """Ownership-safe retirement of a replaced shared OpenAI client: ``shutdown()`` sockets only, FDs to GC.

        ``close()`` releases FDs from the calling thread while other threads may still hold the fd in an SSL BIO;
        a recycled fd then gets a TLS record written into an unrelated file (SQLite-header corruption).

        The shared primary client has no single owning thread — worker threads from stale-killed attempts
        may still be unwinding their SSL BIOs, and the codex-direct / MoA paths stream on the shared client
        itself. If we release an FD while another thread's SSL layer still caches the raw integer fd, the
        kernel can recycle it into an unrelated ``open()`` (e.g. ``kanban.db``) and the unwinding TLS flush
        then writes an application-data record into that file — the SQLite-header corruption documented in
        #29507/#70773.
        """
        if client is None:
            return
        try:
            shutdown_count = self._force_close_tcp_sockets(client)
            logger.info(
                "Shared OpenAI client retired (%s, tcp_shutdown=%d, fd_release=deferred_to_gc) %s",
                reason, shutdown_count, self._client_log_context(),
            )
        except Exception as exc:
            logger.debug("Shared OpenAI client retire failed (%s) %s error=%s", reason, self._client_log_context(), exc)

    def _drain_transports_after_abandonment(self, *, reason: str) -> int:
        """FD-safe transport drain for an abandoned (timed-out) worker; returns sockets shut down.

        The worker may be blocked in an OpenSSL read; hard-closing from the timeout thread releases FDs under a
        live BIO (native corruption / SIGSEGV). Only ``shutdown()`` so the read sees EOF and the worker closes itself.

        See #94248.
        A delegation deadline abandons this agent's daemon worker while it may still be blocked inside an
        in-flight OpenSSL ``read`` (Codex Responses stream, httpx request). This helper only ``shutdown()``s
        pooled sockets (safe from any thread), settling blocked reads with EOF/EPIPE so the worker can
        unwind and run the real close from its own thread. See #70773, #94248.
        """
        drained = 0
        # Shared primary client (codex-direct / MoA stream on it directly).
        try:
            client = getattr(self, "client", None)
            if client is not None:
                drained += self._force_close_tcp_sockets(client)
        except Exception:
            logger.debug("Abandoned-worker drain: shared client sweep failed", exc_info=True)
        # Cached per-request wire clients: abort (shutdown + poison the reuse slot) so the unwinding
        # worker discards them instead of re-caching.
        for slot_attr, abort, label in (
            (_OPENAI_SLOT, self._abort_request_openai_client, "request"),
            (_ANTHROPIC_SLOT, self._abort_request_anthropic_client, "anthropic"),
        ):
            try:
                with self._openai_client_lock():
                    cache = getattr(self, slot_attr, None)
                    cached = cache["client"] if cache else None
                if cached is not None:
                    abort(cached, reason=reason)
            except Exception:
                logger.debug("Abandoned-worker drain: %s client abort failed", label, exc_info=True)
        # Codex app-server session watches a private interrupt event.
        try:
            request_interrupt = getattr(getattr(self, "_codex_session", None), "request_interrupt", None)
            if callable(request_interrupt):
                request_interrupt()
        except Exception:
            logger.debug("Abandoned-worker drain: codex interrupt failed", exc_info=True)
        # Inline (cron-style) request abort hook, when registered.
        try:
            abort_active = getattr(self, "_active_request_abort", None)
            if callable(abort_active):
                abort_active(reason)
        except Exception:
            logger.debug("Abandoned-worker drain: active request abort failed", exc_info=True)
        logger.info(
            "Abandoned-worker transports drained (%s, tcp_shutdown=%d, fd_release=deferred_to_worker) %s",
            reason, drained, self._client_log_context(),
        )
        return drained

    def _replace_primary_openai_client(self, *, reason: str) -> bool:
        with self._openai_client_lock():
            old_client = getattr(self, "client", None)
            try:
                # MoA's ``client`` is an in-process facade, not an SDK client; generic rebuilds must preserve that.
                if (getattr(self, "provider", "") or "").strip().lower() == "moa":
                    from agent.moa_loop import build_moa_facade
                    new_client = build_moa_facade(self, self.model)
                else:
                    new_client = self._create_openai_client(self._client_kwargs, reason=reason, shared=True)
            except Exception as exc:
                logger.warning(
                    "Failed to rebuild shared primary client (%s) %s error=%s", reason, self._client_log_context(), exc,
                )
                return False
            self.client = new_client
        # Never hard-close the replaced shared client (another thread may still be unwinding on the old pool).
        # #70773: never hard-close the replaced shared client from here — the caller may not be the thread
        # whose request is still unwinding on the old pool (credential rotation and dead-connection cleanup
        # run on the turn thread while stale-killed workers unwind; the codex-direct path streams on the
        # shared client itself). Retire it instead: sockets are shut down (FD-safe), FD release deferred to
        # GC.
        self._retire_shared_openai_client(old_client, reason=f"replace:{reason}")
        return True

    def _ensure_primary_openai_client(self, *, reason: str) -> Any:
        with self._openai_client_lock():
            client = getattr(self, "client", None)
            if client is not None and not self._is_openai_client_closed(client):
                return client
            try:
                new_client = self._create_openai_client(self._client_kwargs, reason=reason, shared=True)
            except Exception as exc:
                logger.warning(
                    "Failed to recreate closed OpenAI client (%s) %s error=%s", reason, self._client_log_context(), exc,
                )
                raise RuntimeError("Failed to recreate closed OpenAI client") from exc
            self.client = new_client
        logger.warning(
            "Detected closed shared OpenAI client; recreated before use (%s) %s", reason, self._client_log_context(),
        )
        self._close_openai_client(client, reason=f"replace:{reason}", shared=True)
        return new_client

    @staticmethod
    def _api_kwargs_have_image_parts(api_kwargs: dict) -> bool:
        """True when the outbound request still has native image parts (Chat ``messages`` / Responses ``input``)."""
        if not isinstance(api_kwargs, dict):
            return False

        def _contains_image(value: Any) -> bool:
            if isinstance(value, dict):
                return value.get("type") in {"image_url", "input_image"} or any(
                    _contains_image(v) for v in value.values()
                )
            return isinstance(value, list) and any(_contains_image(v) for v in value)
        return any(
            _contains_image(item)
            for field in ("messages", "input")
            if isinstance(api_kwargs.get(field), list)
            for item in api_kwargs[field]
        )

    # ------------------------------------------------------------------ per-request client slots
    # One single-slot cache per client kind: {"client", "key", "poisoned", "in_use"}. Reuse keeps the warm httpx
    # pool between sequential calls; ``in_use`` keeps concurrent calls off one pool; ``poisoned`` marks a pool
    # whose sockets were shut from a stranger thread (never reuse it).
    # Reuse reasons: closes from the FD-owning worker's own finally after a response — the only closes that
    # attest a healthy pool. Poisoning still wins.
    _REQUEST_CLIENT_REUSE_REASONS = frozenset({"request_complete", "stream_request_complete"})

    def _request_slot(self, slot_attr: str) -> dict:
        cache = getattr(self, slot_attr, None)  # lazy: tests build agents via AIAgent.__new__ without __init__
        if cache is None:
            setattr(self, slot_attr, cache := {})
            _reset_slot(cache)
        return cache

    def _checkout_request_slot(self, slot_attr: str, key: Any) -> tuple:
        """Return ``(reusable_client, stale_client)``; at most one is non-None."""
        with self._openai_client_lock():
            cache = self._request_slot(slot_attr)
            cached = cache["client"]
            if cached is None or cache["in_use"]:
                return None, None
            if not cache["poisoned"] and cache["key"] == key and not self._is_openai_client_closed(cached):
                cache["in_use"] = True
                return cached, None
            # Key changed / poisoned / externally closed — rebuild. in_use was False, so closing the stale
            # client from this thread is FD-safe (no worker owns it).
            _reset_slot(cache)
            return None, cached

    def _store_request_slot(self, slot_attr: str, client: Any, key: Any) -> None:
        with self._openai_client_lock():
            cache = self._request_slot(slot_attr)
            if cache["client"] is None:
                cache.update(client=client, key=key, poisoned=False, in_use=True)
            # else: a concurrent call holds the slot — hand this client out untracked (fully closed later).

    def _release_request_slot(self, slot_attr: str, client: Any, reason: str) -> bool:
        """Owner-thread release; True when the client stays cached (clean finish, not poisoned)."""
        with self._openai_client_lock():
            cache = self._request_slot(slot_attr)
            if cache["client"] is client:
                if reason in self._REQUEST_CLIENT_REUSE_REASONS and not cache["poisoned"]:
                    cache["in_use"] = False
                    return True
                _reset_slot(cache)
        return False

    def _take_request_slot(self, slot_attr: str) -> tuple:
        """Teardown: empty the slot and return ``(client, was_in_use)``."""
        with self._openai_client_lock():
            cache = getattr(self, slot_attr, None)
            client, in_use = (cache["client"], bool(cache["in_use"])) if cache else (None, False)
            if cache is not None:
                _reset_slot(cache)
        return client, in_use

    def _abort_request_slot_client(self, slot_attr: str, client: Any, *, reason: str) -> None:
        """Cross-thread abort (interrupt loop, stale detector): ``shutdown(SHUT_RDWR)`` without releasing FDs.

        ``close()`` from a non-owning thread races the live SSL BIO and corrupts unrelated FDs; shutdown unblocks
        the owner's recv/send so it closes from its own context. The slot is poisoned so the pool is never reused.
        """
        if client is None:
            return
        anthropic = slot_attr == _ANTHROPIC_SLOT
        label = "Anthropic" if anthropic else "OpenAI"
        context = self._anthropic_log_context() if anthropic else self._client_log_context()
        with self._openai_client_lock():
            cache = self._request_slot(slot_attr)
            if cache["client"] is client:
                cache["poisoned"] = True
        try:
            # Non-HTTP providers cancel without closing owner-thread file descriptors.
            if callable(getattr(type(client), "cancel", None)):
                client.cancel()
                return
            shutdown_count = self._force_close_tcp_sockets(client)
            # Zero sockets shut down means the worker stays blocked — WARN, not success.
            # tcp_force_closed=0 means the stranger-thread abort found no sockets to shut down — the worker
            # stays blocked in recv and the provider keeps the slot (#72975). Surface that as WARNING so it
            # cannot be mistaken for a successful abort in the logs.
            # See #72975.
            _log = logger.warning if shutdown_count == 0 else logger.info
            _log(
                "%s client aborted (%s, shared=False, tcp_force_closed=%d, deferred_close=stranger_thread) %s%s",
                label, reason, shutdown_count, context, _NO_SOCKETS_SUFFIX if shutdown_count == 0 else "",
            )
        except Exception as exc:
            logger.debug("%s client abort failed (%s, shared=False) %s error=%s", label, reason, context, exc)

    def _create_request_openai_client(self, *, reason: str, api_kwargs: Optional[dict] = None) -> Any:
        from unittest.mock import Mock
        primary_client = self._ensure_primary_openai_client(reason=reason)
        if self.provider == "moa" or isinstance(primary_client, Mock):
            return primary_client
        with self._openai_client_lock():
            request_kwargs = dict(self._client_kwargs)
        # No SDK retry loop: the outer loop owns retries/rotation/fallback, and SDK retries stretch a hung
        # request ~3x past our stale detector.
        request_kwargs["max_retries"] = 0
        is_copilot = base_url_host_matches(str(request_kwargs.get("base_url", "")), "githubcopilot.com")
        if is_copilot and self._api_kwargs_have_image_parts(api_kwargs or {}):
            from hermes_cli.copilot_auth import copilot_request_headers
            request_kwargs["default_headers"] = copilot_request_headers(is_agent_turn=True, is_vision=True)
        cached, stale = self._checkout_request_slot(_OPENAI_SLOT, request_kwargs)
        if cached is not None:
            return cached
        if stale is not None:
            self._close_openai_client(stale, reason=f"reuse_evict:{reason}", shared=False)
        client = self._create_openai_client(request_kwargs, reason=reason, shared=False)
        # Snapshot nested dicts (default_headers) so an aliased inner object can't mutate the cache key.
        snapshot = {k: dict(v) if isinstance(v, dict) else v for k, v in request_kwargs.items()}
        self._store_request_slot(_OPENAI_SLOT, client, snapshot)
        return client

    def _close_request_openai_client(self, client: Any, *, reason: str) -> None:
        if not self._release_request_slot(_OPENAI_SLOT, client, reason):
            self._close_openai_client(client, reason=reason, shared=False)

    def _close_cached_request_openai_client(self, *, reason: str) -> None:
        """Teardown hook: really close the cached per-request wire client."""
        client, in_use = self._take_request_slot(_OPENAI_SLOT)
        if client is None:
            return
        if in_use:
            # Checked out by a worker: close() here would release FDs from a stranger thread. Abort the
            # sockets; the worker's own finally does the real close.
            self._abort_request_openai_client(client, reason=f"{reason}_in_flight")
        else:
            self._close_openai_client(client, reason=reason, shared=False)

    def _abort_request_openai_client(self, client: Any, *, reason: str) -> None:
        self._abort_request_slot_client(_OPENAI_SLOT, client, reason=reason)

    def _request_anthropic_client_key(self) -> tuple:
        """Cache key over everything forcing a fresh client: credential, base URL/region, timeout, 1M-beta flag."""
        if getattr(self, "provider", None) == "bedrock":
            return ("bedrock", getattr(self, "_bedrock_region", "us-east-1") or "us-east-1")
        return (
            "direct", self._anthropic_api_key, getattr(self, "_anthropic_base_url", None),
            get_provider_request_timeout(self.provider, self.model), bool(getattr(self, "_oauth_1m_beta_disabled", False)),
        )

    def _build_direct_anthropic_client(self, token: str, base_url: Any) -> Any:
        """Native Anthropic client for ``token``/``base_url`` with the provider/model request timeout."""
        from agent.anthropic_adapter import build_anthropic_client
        return build_anthropic_client(token, base_url, timeout=get_provider_request_timeout(self.provider, self.model))

    def _anthropic_oauth_flag(self, token: str) -> bool:
        """OAuth flag only on native Anthropic routes; third-party Anthropic-protocol endpoints must not trip OAuth paths."""
        from agent.anthropic_credentials import anthropic_route_is_oauth
        return anthropic_route_is_oauth(getattr(self, "_anthropic_base_url", None), token, provider=self.provider)

    def _build_anthropic_client_for_key(self, key: tuple) -> Any:
        from agent.anthropic_adapter import build_anthropic_bedrock_client, build_anthropic_client
        if key[0] == "bedrock":
            return build_anthropic_bedrock_client(key[1])
        return build_anthropic_client(key[1], key[2], timeout=key[3], drop_context_1m_beta=key[4])

    def _create_request_anthropic_client(self, *, reason: str) -> Any:
        """Build (or reuse) a request-local Anthropic client for one in-flight call.

        The watchdog must never ``close()`` a client a worker is still reading (fd recycled under a live SSL BIO →
        TLS record in a SQLite header); per-request clients let the stranger ``shutdown()`` while the owner closes.
        """
        if self.api_mode == "anthropic_messages":
            self._try_refresh_anthropic_client_credentials()
        key = self._request_anthropic_client_key()
        cached, stale = self._checkout_request_slot(_ANTHROPIC_SLOT, key)
        if cached is not None:
            return cached
        if stale is not None:
            self._close_request_anthropic_client(stale, reason=f"reuse_evict:{reason}")
        client = self._build_anthropic_client_for_key(key)
        logger.debug("Anthropic request client created (%s, shared=False) %s", reason, self._anthropic_log_context())
        self._store_request_slot(_ANTHROPIC_SLOT, client, key)
        return client

    def _close_request_anthropic_client(self, client: Any, *, reason: str) -> None:
        """Owner-thread close: clean finish keeps the pool warm; otherwise force-close sockets (CLOSE-WAIT) + SDK close."""
        if client is None or self._release_request_slot(_ANTHROPIC_SLOT, client, reason):
            return
        try:
            self._force_close_tcp_sockets(client)
            client.close()
            logger.info("Anthropic client closed (%s, shared=False) %s", reason, self._anthropic_log_context())
        except Exception as exc:
            logger.debug(
                "Anthropic client close failed (%s, shared=False) %s error=%s", reason, self._anthropic_log_context(), exc,
            )

    def _close_cached_request_anthropic_client(self, *, reason: str) -> None:
        """Teardown hook: really close the cached per-request Anthropic client."""
        client, in_use = self._take_request_slot(_ANTHROPIC_SLOT)
        if client is None:
            return
        if in_use:  # checked out by a worker — same reasoning as the OpenAI teardown hook
            self._abort_request_anthropic_client(client, reason=f"{reason}_in_flight")
            return
        with suppress(Exception):
            self._force_close_tcp_sockets(client)
            client.close()

    def _abort_request_anthropic_client(self, client: Any, *, reason: str) -> None:
        self._abort_request_slot_client(_ANTHROPIC_SLOT, client, reason=reason)

    # ------------------------------------------------------------------ credential refresh
    def _sync_client_kwargs_credentials(self) -> None:
        """Mirror ``self.api_key`` / ``self.base_url`` into the OpenAI-style client kwargs."""
        self._client_kwargs["api_key"] = self.api_key
        self._client_kwargs["base_url"] = self.base_url

    def _adopt_openai_credentials(self, api_key: str, base_url: str, *, reason: str) -> bool:
        """Apply a fresh key/base_url to the OpenAI-style kwargs and rebuild the shared client."""
        self.api_key, self.base_url = api_key.strip(), base_url.strip().rstrip("/")
        self._sync_client_kwargs_credentials()
        return self._replace_primary_openai_client(reason=reason)

    def _try_refresh_codex_client_credentials(self, *, force: bool = True) -> bool:
        if self.api_mode != "codex_responses" or self.provider not in {"openai-codex", "xai-oauth"}:
            return False
        # No silent account swap: a non-singleton credential (manual pool entry, explicit api_key=) must not be
        # replaced by the device_code singleton's tokens — the pool's reactive recovery owns that case.
        try:
            from hermes_cli import auth as _auth
            resolve = (
                _auth.resolve_codex_runtime_credentials if self.provider == "openai-codex"
                else _auth.resolve_xai_oauth_runtime_credentials
            )
            singleton_now = resolve(refresh_if_expiring=False)
        except Exception as exc:
            logger.debug("%s singleton read failed: %s", self.provider, exc)
            return False
        singleton_key = str(singleton_now.get("api_key") or "").strip()
        old_key = str(self.api_key or "").strip()
        if singleton_key and old_key and singleton_key != old_key:
            logger.debug(
                "%s singleton tokens differ from the active api_key; skipping singleton force-refresh to avoid "
                "silent account swap. Reactive credential rotation should go through the pool.", self.provider,
            )
            return False
        try:
            creds = resolve(force_refresh=force)
        except Exception as exc:
            logger.debug("%s credential refresh failed: %s", self.provider, exc)
            return False
        api_key, base_url = creds.get("api_key"), creds.get("base_url")
        if not _valid_credential_pair(api_key, base_url):
            return False
        # No NEW token minted (the resolver returns the same stale token when refresh fails) → False.
        if old_key and api_key.strip() == old_key:
            logger.debug("%s credential refresh returned the same token; refresh likely failed silently", self.provider)
            return False
        return self._adopt_openai_credentials(api_key, base_url, reason=f"{self.provider}_credential_refresh")

    def _try_refresh_nous_client_credentials(self, *, force: bool = True, require_account: str | None = None) -> bool:
        # Portal serves anthropic/* on the native Messages route, so either client kind may hold the expiring JWT.
        if self.provider != "nous" or self.api_mode not in ("chat_completions", "anthropic_messages"):
            return False
        try:
            from hermes_cli.auth import resolve_nous_runtime_credentials
            timeout = env_float("HERMES_NOUS_TIMEOUT_SECONDS", 15)
            # Pass the bearer that just 401'd so a refresh already done by a sibling process is
            # adopted instead of rotating the grant again.
            creds = resolve_nous_runtime_credentials(
                timeout_seconds=timeout, force_refresh=force, stale_access_token=self.api_key or None,
            )
        except Exception as exc:
            logger.debug("Nous credential refresh failed: %s", exc)
            return False
        api_key, base_url = creds.get("api_key"), creds.get("base_url")
        if not _valid_credential_pair(api_key, base_url):
            return False
        if (str(api_key).strip() == str(self.api_key or "").strip()
                and str(base_url).strip().rstrip("/") == str(self.base_url or "").strip().rstrip("/")):
            return False  # store holds the same key on the same route: nothing to adopt, no client rebuild
        if require_account is not None:
            try:
                from hermes_cli.auth_constants import _decode_jwt_claims
                new_account = _decode_jwt_claims(str(api_key)).get("sub")
            except Exception:
                new_account = None
            if str(new_account or "") != require_account:
                logger.info(
                    "Nous pre-expiry adoption skipped: the store's key belongs to a different account "
                    "than the one in hand; keeping the current credential."
                )
                return False
        if self.api_mode == "anthropic_messages":
            self.api_key, self.base_url = api_key.strip(), base_url.strip().rstrip("/")
            self._anthropic_api_key, self._anthropic_base_url = self.api_key, self.base_url
            self._rebuild_anthropic_client()
            return True
        # Nous requests should not inherit OpenRouter-only attribution headers.
        self._client_kwargs.pop("default_headers", None)
        return self._adopt_openai_credentials(api_key, base_url, reason="nous_credential_refresh")

    # Adopt a fresh key this many seconds before the one in hand expires. Wider than the store's
    # own refresh skew (120 s) so the keepalive has normally already minted the replacement.
    _NOUS_KEY_ADOPT_SKEW_S = 180

    def _adopt_nous_key_before_expiry(self) -> bool:
        """Swap in a fresh Nous agent key BEFORE the one in hand expires, so the request never 401s.

        The agent key is a JWT; its ``exp`` is read locally (no network). Inside the skew the store
        is re-read under the auth-store lock: the keepalive thread normally holds a fresh key already
        (adopt, no POST), otherwise ONE refresh runs and every peer adopts its result. Before this,
        every agent in a process learned about the hourly expiry from its own 401, all in the same
        minute (620 in one 200-subagent run), and the pool benched the sole credential for all of
        them. Returns True when a new key was adopted.

        Identity guard: the replacement must belong to the SAME account (``sub`` claim) as the key
        in hand. The store holds the logged-in singleton; an agent running on an explicitly supplied
        or pool-selected key for a different account must never be silently moved onto it (that
        changes who is billed). When either side lacks a ``sub`` nothing is adopted here; the
        reactive 401 path is unchanged.
        """
        if getattr(self, "provider", "") != "nous" or not getattr(self, "api_key", None):
            return False
        try:
            from hermes_cli.auth_constants import _decode_jwt_claims
            claims = _decode_jwt_claims(self.api_key)
        except Exception:
            return False
        exp, account = claims.get("exp"), claims.get("sub")
        if not account or not isinstance(exp, (int, float)) or exp - time.time() > self._NOUS_KEY_ADOPT_SKEW_S:
            return False
        return self._try_refresh_nous_client_credentials(force=False, require_account=str(account))


    def _resolve_env_credentials(self) -> Optional[tuple]:
        """Current ``.env``-sourced ``(api_key, base_url, default_base)`` for this provider, or ``None``.

        Covers registry api-key providers and named custom providers with ``key_env``.
        """
        try:
            from agent.credential_pool import get_env_prefer_dotenv
            from hermes_cli.auth import PROVIDER_REGISTRY
        except ImportError:
            return None
        pconfig = PROVIDER_REGISTRY.get(self.provider)
        if pconfig and getattr(pconfig, "auth_type", "") == "api_key" and getattr(pconfig, "api_key_env_vars", ()):
            # First non-empty env var wins (lazy: later vars are not read).
            api_key = next((k for k in (get_env_prefer_dotenv(v).strip() for v in pconfig.api_key_env_vars) if k), "")
            if not api_key:
                return None
            url_var = pconfig.base_url_env_var
            env_url = get_env_prefer_dotenv(url_var).strip().rstrip("/") if url_var else ""
            default_base = (pconfig.inference_base_url or "").strip().rstrip("/")
            base_url = env_url or default_base
            if self.provider == "actual":
                from hermes_cli.auth import normalize_actual_base_url
                from hermes_cli.runtime_provider import _config_base_url_for_provider, _get_model_config
                configured_base = _config_base_url_for_provider(_get_model_config(), "actual")
                base_url = normalize_actual_base_url(configured_base or base_url)
            elif self.provider in ("kimi-coding", "zai"):
                from hermes_cli import auth as _auth
                resolver = _auth._resolve_kimi_base_url if self.provider == "kimi-coding" else _auth._resolve_zai_base_url
                base_url = resolver(api_key, pconfig.inference_base_url, env_url).rstrip("/")
        elif self.provider == "custom":
            # Named custom provider: identity in config, credential in key_env; no key_env → nothing to watch.
            try:
                from hermes_cli.runtime_provider import _get_named_custom_provider
            except ImportError:
                return None
            custom_provider = _get_named_custom_provider(getattr(self, "requested_provider", "") or "")
            key_env = str((custom_provider or {}).get("key_env") or "").strip()
            api_key = get_env_prefer_dotenv(key_env).strip() if key_env else ""
            if not custom_provider or not api_key:
                return None
            # Custom providers pin base_url in config, so only key edits are adopted here.
            base_url = default_base = str(custom_provider.get("base_url") or "").strip().rstrip("/")
        else:
            return None
        if not base_url:
            return None
        return api_key, base_url, default_base

    def _should_adopt_env_credentials(self, api_key: str, base_url: str, default_base: str) -> bool:
        """Adopt only env *edits* (resolved value changed since last look), never drift from ``self.*``:
        pool rotation/failover and a config ``model.base_url`` legitimately move the session."""
        prev = getattr(self, "_env_creds_seen", None)
        current_base = (self.base_url or "").strip().rstrip("/")
        unchanged = base_url == current_base and api_key == self.api_key
        if prev is None:
            # First look: adopt only the boot-default case (anything else is unattributable on turn one), and
            # never stomp a pool-rotated key.
            pool_rotated = (
                api_key != self.api_key and getattr(self, "_credential_pool", None) is not None
                and getattr(self, "_credential_pool_entry_id", None)
            )
            return current_base == default_base and not unchanged and not pool_rotated
        # Adopt only while the session still runs on the registry default or the previously-seen env value.
        return (base_url, api_key) != prev and current_base in {default_base, prev[0]} and not unchanged

    def _try_refresh_env_client_credentials(self) -> bool:
        """Adopt ``~/.hermes/.env`` credential/base-url edits at the turn boundary (a Settings save updates ``.env``
        but a live worker keeps init-time values). Adoption rule: ``_should_adopt_env_credentials``.

        Covers api-key registry providers and named custom providers with a ``key_env`` (#67935) — the
        latter resolve to ``provider="custom"`` with no registry entry, so they are matched through the
        runtime provider's config lookup instead.
        """
        if self.api_mode != "chat_completions" or getattr(self, "_fallback_activated", False):
            return False
        resolved = self._resolve_env_credentials()
        if resolved is None:
            return False
        api_key, base_url, default_base = resolved
        if not self._should_adopt_env_credentials(api_key, base_url, default_base):
            self._env_creds_seen = (base_url, api_key)
            return False
        from hermes_cli.route_identity import normalize_route_base_url
        route_changed = normalize_route_base_url(self.base_url) != normalize_route_base_url(base_url)
        prior_api_key, prior_base_url = self.api_key, self.base_url
        prior_client_kwargs = dict(self._client_kwargs)
        self.api_key, self.base_url = api_key, base_url
        self._sync_client_kwargs_credentials()
        # A base-url change moves the route: recompute TLS material and default headers.
        self._reapply_route_client_config(route_changed=route_changed)
        if not self._replace_primary_openai_client(reason="env_credential_refresh"):
            # Leave the baseline un-advanced (retry next turn); roll the agent back to match the live client.
            self.api_key, self.base_url = prior_api_key, prior_base_url
            self._client_kwargs.clear()
            self._client_kwargs.update(prior_client_kwargs)
            return False
        # Rebind the pool entry id to the adopted key, or the next 429 quarantines the wrong credential.
        try:
            from agent.agent_runtime_helpers import sync_credential_pool_entry_id
            sync_credential_pool_entry_id(self)
        except Exception:
            logger.debug("sync_credential_pool_entry_id after env refresh failed", exc_info=True)
        self._env_creds_seen = (base_url, api_key)
        logger.info("Applied updated .env credentials for %s: endpoint %s", self.provider, self.base_url)
        return True

    def _try_refresh_vertex_client_credentials(self) -> bool:
        """Re-mint the Vertex OAuth2 token (~1h TTL; long sessions 401 on the expired bearer) and rebuild the client."""
        if self.api_mode != "chat_completions" or self.provider != "vertex":
            return False
        try:
            from agent.vertex_adapter import get_vertex_config
            token, base_url = get_vertex_config()
        except Exception as exc:
            logger.debug("Vertex credential refresh failed: %s", exc)
            return False
        ok = _valid_credential_pair(token, base_url) and self._adopt_openai_credentials(
            token, base_url, reason="vertex_credential_refresh",
        )
        if ok:
            logger.info("Vertex AI OAuth token refreshed")
        return ok

    def _apply_copilot_token(self, token: str, enterprise_base_url: Any, *, reason: str) -> bool:
        self.api_key = token
        if enterprise_base_url:
            self.base_url = enterprise_base_url.rstrip("/")
        self._sync_client_kwargs_credentials()
        self._apply_client_headers_for_base_url(str(self.base_url or ""))
        return self._replace_primary_openai_client(reason=reason)

    def _try_refresh_copilot_client_credentials(self) -> bool:
        """Refresh Copilot credentials and rebuild the shared OpenAI client (caller enforces the single-shot guard).

        The raw GitHub token is stable; the short-TTL *exchanged* IDE token is what expires mid-turn (``401 IDE
        token expired``), so force a fresh exchange rather than re-resolving the raw token.
        """
        if not self._is_copilot_provider():
            return False
        try:
            from hermes_cli.copilot_auth import resolve_copilot_token, get_copilot_api_token, evict_cached_exchanged_token
            new_token, token_source = resolve_copilot_token()
        except Exception as exc:
            logger.debug("Copilot credential refresh failed: %s", exc)
            return False
        new_token, enterprise_base_url = (new_token.strip() if isinstance(new_token, str) else ""), None
        if not new_token:
            return False
        # Fall back to the raw token only if the exchange itself is unavailable.
        try:
            evict_cached_exchanged_token(new_token)
            api_token, exchanged_base_url = get_copilot_api_token(new_token)
            if isinstance(api_token, str) and api_token.strip():
                new_token, enterprise_base_url = api_token.strip(), exchanged_base_url
        except Exception as exc:
            logger.debug("Copilot 401 re-exchange failed, using resolved token: %s", exc)
        ok = self._apply_copilot_token(new_token, enterprise_base_url, reason="copilot_credential_refresh")
        if ok:
            logger.info("Copilot credentials refreshed from %s", token_source)
        return ok

    def _try_recover_stale_copilot_credential(self) -> bool:
        """Force a fresh Copilot token exchange + client rebuild after a 400 (single-shot, caller-guarded).

        Copilot surfaces a stale credential as ``400 model_not_available_for_integrator`` / ``model_not_supported``
        — typically a raw ``ghu_`` token cached when the startup exchange degraded (restricted integrator allowlist).
        """
        if not self._is_copilot_provider():
            return False
        try:
            from hermes_cli.copilot_auth import resolve_copilot_token, get_copilot_api_token, evict_cached_exchanged_token
            raw_token, token_source = resolve_copilot_token()
            if not isinstance(raw_token, str) or not raw_token.strip():
                return False
            raw_token = raw_token.strip()
            # Evict the cached (possibly degraded/raw) exchanged token so the exchange hits the network.
            evict_cached_exchanged_token(raw_token)
            api_token, enterprise_base_url = get_copilot_api_token(raw_token)
        except Exception as exc:
            logger.debug("Copilot stale-credential recovery failed: %s", exc)
            return False
        if not isinstance(api_token, str) or not api_token.strip():
            return False
        # Exchange STILL degraded to the raw token: a rebuild won't help — don't burn the single-shot retry.
        if api_token == raw_token and not enterprise_base_url:
            logger.warning(
                "Copilot stale-credential recovery: exchange still degraded to raw token; skipping retry "
                "(network/exchange endpoint unavailable)."
            )
            return False
        ok = self._apply_copilot_token(api_token.strip(), enterprise_base_url, reason="copilot_stale_credential_recovery")
        if ok:
            logger.info("Copilot credentials re-exchanged after stale-credential 400 (source=%s)", token_source)
        return ok

    def _try_refresh_anthropic_client_credentials(self) -> bool:
        # Only native Anthropic rotates OAuth tokens; other anthropic_messages providers (MiniMax, Alibaba, ...)
        # and Azure use static keys — a refresh would pick up the ~/.claude OAuth token and break auth.
        anthropic_base_url = getattr(self, "_anthropic_base_url", "") or ""
        if (
            self.api_mode != "anthropic_messages" or not hasattr(self, "_anthropic_api_key")
            or self.provider != "anthropic" or base_url_host_matches(anthropic_base_url, "azure.com")
        ):
            return False
        # Off the official hosts (a /anthropic proxy the resolver accepts, or a URL-bearing alias,
        # #28660) rotate only a credential the endpoint already holds: swapping a custom key for
        # ANTHROPIC_API_KEY / the OAuth token would leak it (#17829). Hostname match, not substring,
        # so ``proxy.example/anthropic.com`` stays foreign.
        official_host = not anthropic_base_url or any(
            base_url_host_matches(anthropic_base_url, host) for host in ("anthropic.com", "claude.com"))
        current_key = str(self._anthropic_api_key or "")
        if not official_host and not (current_key.startswith("sk-ant-") or getattr(self, "_is_anthropic_oauth", False)):
            return False
        try:
            from agent.anthropic_credentials import resolve_anthropic_token
            new_token = resolve_anthropic_token(model=self.model)
        except Exception as exc:
            logger.debug("Anthropic credential refresh failed: %s", exc)
            return False
        new_token = new_token.strip() if isinstance(new_token, str) else ""
        if not new_token or new_token == self._anthropic_api_key:
            return False
        with suppress(Exception):
            self._anthropic_client.close()
        try:
            base_url = getattr(self, "_anthropic_base_url", None)
            self._anthropic_client = self._build_direct_anthropic_client(new_token, base_url)
        except Exception as exc:
            logger.warning("Failed to rebuild Anthropic client after credential refresh: %s", exc)
            return False
        self._anthropic_api_key, self._is_anthropic_oauth = new_token, self._anthropic_oauth_flag(new_token)
        return True

    # ------------------------------------------------------------------ route-derived client config
    def _apply_client_headers_for_base_url(self, base_url: str, *, apply_user_headers: bool = True) -> None:
        for host, build in _ROUTE_DEFAULT_HEADERS:
            if base_url_host_matches(base_url, host):
                self._client_kwargs["default_headers"] = build(self, base_url)
                break
        else:
            # No URL-specific headers — fall back to profile.default_headers, else clear.
            self._client_kwargs.pop("default_headers", None)
            with suppress(Exception):
                from providers import get_provider_profile
                profile = get_provider_profile(self.provider)
                if profile and profile.default_headers and (profile_headers := dict(profile.default_headers)):
                    self._client_kwargs["default_headers"] = profile_headers
        # User overrides win over URL/profile defaults for the same route; a swap to another endpoint must not
        # inherit them.
        if apply_user_headers:
            self._apply_user_default_headers()
        # Per-provider extra_headers last so they survive swaps/rebuilds. SECURITY: may carry credentials; never log.
        if self.api_mode not in ("anthropic_messages", "bedrock_converse"):
            try:
                from hermes_cli.config import apply_custom_provider_extra_headers_to_client_kwargs
                apply_custom_provider_extra_headers_to_client_kwargs(self._client_kwargs, base_url)
            except Exception:
                logger.debug("custom-provider extra_headers skipped", exc_info=True)

    def _apply_user_default_headers(self) -> None:
        """Merge config ``model.default_headers`` onto the OpenAI client (user wins; WAFs rejecting SDK headers).
        Delegates to ``agent.auxiliary_client`` so main and aux clients cannot drift. No-op for Anthropic/Bedrock."""
        if self.api_mode in ("anthropic_messages", "bedrock_converse"):
            return
        from agent.auxiliary_client import _apply_user_default_headers as _merge_user_headers
        merged = _merge_user_headers(self._client_kwargs.get("default_headers"))
        if merged:
            self._client_kwargs["default_headers"] = merged

    def _swap_credential(self, entry) -> bool:
        """Adopt *entry* as the live credential. Returns False, changing nothing, when the entry's
        route cannot serve this conversation's model (a conversation's model is never rewritten by a
        rotation; the caller treats a refused swap as "no entry")."""
        runtime_key = getattr(entry, "runtime_api_key", None) or getattr(entry, "access_token", "")
        runtime_base = getattr(entry, "runtime_base_url", None) or getattr(entry, "base_url", None) or self.base_url
        from hermes_cli.providers import is_actual_route
        actual_route = is_actual_route(getattr(self, "provider", ""), runtime_base)
        if actual_route:
            from hermes_cli.auth import normalize_actual_base_url
            runtime_base = normalize_actual_base_url(runtime_base)
        stripped_base = runtime_base.rstrip("/") if isinstance(runtime_base, str) else runtime_base
        # Refuse BEFORE any state changes below: a refused swap must leave the agent exactly as it was.
        from hermes_cli.anon_auth import route_can_serve_model
        if not route_can_serve_model(getattr(self, "provider", None), stripped_base, getattr(self, "model", None)):
            logger.info("Credential %s skipped: its route cannot serve model %s", getattr(entry, "id", "?"), self.model)
            return False
        if actual_route:
            self.api_mode = "chat_completions"
            if hasattr(self, "_transport_cache"):
                self._transport_cache.clear()
        self._credential_pool_entry_id = getattr(entry, "id", None)
        from hermes_cli.route_identity import normalize_route_base_url
        route_changed = normalize_route_base_url(self.base_url) != normalize_route_base_url(runtime_base)
        if self.api_mode == "anthropic_messages":
            with suppress(Exception):
                self._anthropic_client.close()
            self._anthropic_api_key, self._anthropic_base_url = runtime_key, stripped_base
            self._anthropic_client = self._build_direct_anthropic_client(runtime_key, self._anthropic_base_url)
            self._is_anthropic_oauth = self._anthropic_oauth_flag(runtime_key)
            self.api_key, self.base_url = runtime_key, stripped_base
            return True
        self.api_key, self.base_url = runtime_key, stripped_base
        # Inlined (not _sync_client_kwargs_credentials): tests call this unbound on a SimpleNamespace agent.
        self._client_kwargs["api_key"] = self.api_key
        self._client_kwargs["base_url"] = self.base_url
        self._reapply_route_client_config(route_changed=route_changed)
        self._replace_primary_openai_client(reason="credential_rotation")
        return True

    def _reapply_route_client_config(self, *, route_changed: bool) -> None:
        """Recompute route-derived client kwargs (TLS material, default headers) for ``self.base_url``.

        Any rebuild that may have moved ``base_url`` must call this or the new endpoint inherits the old config.
        """
        self._client_kwargs.pop("ssl_verify", None)
        self._client_kwargs.pop("ssl_ca_cert", None)
        try:
            from hermes_cli.config import (
                apply_custom_provider_tls_to_client_kwargs, get_compatible_custom_providers, load_config_readonly,
            )
            apply_custom_provider_tls_to_client_kwargs(
                self._client_kwargs, str(self.base_url or ""), get_compatible_custom_providers(load_config_readonly()),
            )
        except Exception:
            logger.debug("custom-provider TLS resolution skipped on credential rotation", exc_info=True)
        self._apply_client_headers_for_base_url(self.base_url, apply_user_headers=not route_changed)

    def _anthropic_messages_create(self, api_kwargs: dict, *, client: Any = None):
        # A supplied request-local client was already refreshed in _create_request_anthropic_client.
        if client is None and self.api_mode == "anthropic_messages":
            self._try_refresh_anthropic_client_credentials()
        # Strips Responses-only kwargs that leak in under an api_mode-flip race.
        from agent.anthropic_adapter import create_anthropic_message
        # on_response: rate-limit + credits state live in response headers, which the parsed Message drops.
        return create_anthropic_message(
            client or self._anthropic_client, api_kwargs, log_prefix=getattr(self, "log_prefix", ""),
            prefer_stream=not bool(getattr(self, "_disable_streaming", False)),
            on_response=self._capture_anthropic_response_headers,
        )

    def _rebuild_anthropic_client(self) -> None:
        """Rebuild the Anthropic client after an interrupt/stale call (Bedrock SDK for bedrock; honors 1M-beta flag)."""
        self._anthropic_client = self._build_anthropic_client_for_key(self._request_anthropic_client_key())