feat(provider): Integrate vLLM Semantic Router as a model provider

[FAUST-BENCHOU]

Summary

Why Now

Linked Issue

• Closes Integrate vLLM Semantic Router as a model provider #5

Affected Surfaces

• repo-docs
• agent-text
• agent-exec
• release-ops
• app-scaffold

Validation

(base) zhoujinyu@zhoujinyudeMacBook-Air elephant-agent % python -m pytest tests/unit/models/test_vllm_semantic_router_provider.py tests/integration/models_auth/test_vllm_semantic_router_provider.py -q

/Users/zhoujinyu/miniconda3/lib/python3.12/site-packages/requests/__init__.py:113: RequestsDependencyWarning: urllib3 (2.3.0) or chardet (7.4.2)/charset_normalizer (3.4.4) doesn't match a supported version!
  warnings.warn(
..........                                                                                        [100%]
10 passed in 21.17s

i use a most simple semantic-router config.yml like

version: v0.3

listeners:
  - name: http-8899
    address: 0.0.0.0
    port: 8899
    timeout: 300s

providers:
  defaults:
    default_model: deepseek-chat
  models:
    - name: deepseek-chat
      provider_model_id: deepseek-chat
      backend_refs:
        - name: primary
          base_url: https://api.deepseek.com/v1
          provider: openai
          protocol: https
          weight: 100
          api_key_env: OPENAI_API_KEY

routing:
  modelCards:
    - name: deepseek-chat
      modality: text
  decisions:
    - name: default-route
      description: Route all requests to deepseek-chat
      priority: 100
      rules:
        operator: AND
        conditions: []
      modelRefs:
        - model: deepseek-chat
          use_reasoning: false

And after elephant provider configure to my own config it is like

(base) zhoujinyu@zhoujinyudeMacBook-Air elephant-agent % elephant provider status

╭──────────────────────────────────────  🐘 Provider status  ───────────────────────────────────────╮
│                                                                                                   │
│  🐘 Provider status                                                                               │
│  The active provider and model posture Elephant Agent will use for the next turn.                 │
│                                                                                                   │
│                                             /  \~~~/  \                                           │
│                                           (     ..    )---.                                       │
│                                            \__     __/    \                                       │
│                                             )|  /)         |                                      │
│                                            / | / /~~~\    /                                       │
│                                           '-'-'     `---'                                         │
│                                                                                                   │
│  Provider                                                                                         │
│  • provider_id · vllm-semantic-router                                                             │
│  • display_name · vLLM Semantic Router                                                            │
│  • base_url · http://127.0.0.1:8899/v1                                                            │
│  • transport · OpenAI Chat-Compatible                                                             │
│  • secret_status · not-required                                                                   │
│  • secret_source · not-required                                                                   │
│  • discovery_status · configured                                                                  │
│  • discovery_source · profile                                                                     │
│                                                                                                   │
│                                                                                                   │
│  Model selection                                                                                  │
│  • model · deepseek-chat                                                                          │
│  • context_window_tokens · 163840                                                                 │
│  • context_window_mode · auto                                                                     │
│  • reasoning_effort · <unset>                                                                     │
│  • reasoning_efforts · <none>                                                                     │
│                                                                                                   │
│                                                                                                   │
│  Embedding selection                                                                              │
│  • source · local-default                                                                         │
│  • provider_id · elephant-local-embed                                                             │
│  • model_id · llm-semantic-router/elephant-embeddings-v1-text-small                               │
│  • dimensions · 256                                                                               │
│  • base_url · <unset>                                                                             │
│  • secret_status · not-required                                                                   │
│  • embedding_bootstrap_status · ready                                                             │
│  • embedding_bootstrap_ready · ready                                                              │
│  • embedding_bootstrap_summary · local embedding root is available at /Users/zhoujinyu/.elephant  │
│                                                                                                   │
│                                                                                                   │
│  Background bootstrap                                                                             │
│  • elephant-embed is ready for local semantic recall.                                             │
│  • elephant status will continue to show this path as ready.                                      │
│                                                                                                   │
│                                                                                                   │
│  Next invocations                                                                                 │
│  🧩 elephant provider                                                                             │
│  🧩 elephant provider models                                                                      │
│  🧩 elephant provider embeddings status                                                           │
│                                                                                                   │
│                                                                                                   │

And through adpter we can get

{
  "vsr_response_header:x-vsr-selected-decision": "default-route",
  "vsr_response_header:x-vsr-selected-reasoning": "off",
  "vsr_response_header:x-vsr-selected-model": "deepseek-chat",
  "vsr_response_header:x-vsr-injected-system-prompt": "false"
}

these for elephant-agnent for now

Checklist

• Ran make agent-report CHANGED_FILES="..." or provided the equivalent changed-file context
• Updated the matching source of truth when docs, workflows, templates, or executable rules changed
• Kept the PR to one atomic behavior, harness, or documentation unit
• Commits are signed and use scoped Conventional Commit subjects

Follow-Ups Or Debt

[netlify]

✅ Deploy Preview for rad-granita-26ed35 ready!

Name	Link
🔨 Latest commit	8b51aca
🔍 Latest deploy log	https://app.netlify.com/projects/rad-granita-26ed35/deploys/6a0adbc125bfdf0008442848
😎 Deploy Preview	https://deploy-preview-33--rad-granita-26ed35.netlify.app
📱 Preview on mobile	Toggle QR Code... Use your smartphone camera to open QR code link.
🤖 Make changes	Run an agent on this branch

---

To edit notification comments on pull requests, go to your Netlify project configuration.

[FAUST-BENCHOU]

/cc @Xunzhuo ptal.Btw i also found some integration tests failing ,which has nothing to do with my changes.

(base) zhoujinyu@zhoujinyudeMacBook-Air elephant-agent % python -m pytest tests/integration/models_auth/ -v

/Users/zhoujinyu/miniconda3/lib/python3.12/site-packages/requests/__init__.py:113: RequestsDependencyWarning: urllib3 (2.3.0) or chardet (7.4.2)/charset_normalizer (3.4.4) doesn't match a supported version!
  warnings.warn(
========================================== test session starts ==========================================
platform darwin -- Python 3.12.2, pytest-8.0.0, pluggy-1.6.0 -- /Users/zhoujinyu/miniconda3/bin/python
cachedir: .pytest_cache
rootdir: /Users/zhoujinyu/CursorProject/elephant-agent
plugins: flask-1.3.0, langsmith-0.8.3, mock-3.14.0, hydra-core-1.3.2, cov-7.0.0, anyio-4.13.0
collected 70 items                                                                                      

tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_capability_bridge_uses_shared_runtime_contract PASSED [  1%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_copilot_claude_uses_bearer_auth_and_default_headers PASSED [  2%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_embed_is_explicitly_unsupported PASSED [  4%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_generate_parses_native_tool_use_blocks PASSED [  5%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_generate_returns_native_result_without_leaking_secret_material PASSED [  7%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_native_request_preserves_history_and_tool_result_blocks PASSED [  8%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_native_request_uses_anthropic_messages_shape PASSED [ 10%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_native_request_uses_bearer_headers_for_anthropic_oauth_tokens PASSED [ 11%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_reasoning_effort_maps_to_thinking_payload PASSED [ 12%]
tests/integration/models_auth/test_anthropic_provider.py::AnthropicProviderAdapterTests::test_session_header_does_not_override_explicit_extra_header PASSED [ 14%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_api_provider_list_surfaces_codex_and_copilot_discovery PASSED [ 15%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_auth_profile_factory_supports_compatible_endpoint_inputs PASSED [ 17%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_auth_profiles_persist_provider_metadata_and_secret_references PASSED [ 18%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_model_registry_routes_provider_neutral_adapters PASSED [ 20%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_model_request_can_be_constructed_for_preview_runtime PASSED [ 21%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_preview_auth_provider_selects_provider_profile PASSED [ 22%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_preview_model_capability_uses_resolved_credentials PASSED [ 24%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_provider_auth_state_persists_discovery_metadata FAILED [ 25%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_provider_runtime_lists_catalog_and_guided_setup PASSED [ 27%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_provider_runtime_resolves_transport_and_runtime_metadata PASSED [ 28%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_secret_reference_resolution_returns_redacted_bundle PASSED [ 30%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_adds_tool_fallback_prompt_without_native_tool_calling PASSED [ 31%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_detects_copilot_claude_context_with_bearer_auth PASSED [ 32%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_detects_ollama_runtime_context_from_show_api PASSED [ 34%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_discovers_claude_code_from_local_credentials PASSED [ 35%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_discovers_copilot_acp_process PASSED [ 37%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_discovers_copilot_models_from_provider_specific_catalog_path PASSED [ 38%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_discovers_copilot_skips_classic_pat_env PASSED [ 40%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_discovers_external_provider_credentials PASSED [ 41%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_discovers_models_with_saved_non_active_provider_key PASSED [ 42%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_does_not_invent_placeholder_models_for_openai_compatible PASSED [ 44%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_falls_back_to_curated_codex_models_when_live_probe_fails PASSED [ 45%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_includes_enabled_custom_mcp_tools_in_model_request PASSED [ 47%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_uses_model_specific_context_hints_when_live_probe_fails PASSED [ 48%]
tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_surface_runtime_uses_models_dev_fallback_after_endpoint_metadata_miss PASSED [ 50%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_chat_request_flattens_all_system_context_into_one_system_message PASSED [ 51%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_chat_request_preserves_history_and_tool_result_roles PASSED [ 52%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_chat_requests_accept_base_url_without_v1_suffix PASSED [ 54%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_chat_transport_strips_tagged_reasoning_from_final_content PASSED [ 55%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_codex_responses_backfills_completed_response_from_stream_items PASSED [ 57%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_codex_responses_does_not_duplicate_output_text_done_content PASSED [ 58%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_codex_responses_omits_internal_metadata_from_request_payload PASSED [ 60%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_copilot_sanitizes_tool_schema_for_strict_function_contracts PASSED [ 61%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_embed_requests_use_the_shared_compatible_transport PASSED [ 62%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_generate_streams_and_parses_native_tool_calls PASSED [ 64%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_generate_streams_chat_completions_when_observer_is_present PASSED [ 65%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_plans_chat_requests_with_custom_base_url_and_headers FAILED [ 67%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_rendered_prompt_is_forwarded_without_provider_guardrail_prepended PASSED [ 68%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_responses_stream_reasoning_collapses_fragmented_newlines_without_breaking_mixed_language_text PASSED [ 70%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_responses_stream_reasoning_is_split_from_final_answer PASSED [ 71%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_responses_stream_reasoning_prioritizes_spaces_and_uses_completed_reasoning_when_available PASSED [ 72%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_responses_strict_schema_adds_array_items_for_tool_properties PASSED [ 74%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_responses_transport_includes_reasoning_effort_when_supported PASSED [ 75%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_responses_transport_parses_native_tool_calls PASSED [ 77%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_session_header_does_not_override_explicit_extra_header PASSED [ 78%]
tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_usage_accepts_openai_compatible_cache_token_aliases PASSED [ 80%]
tests/integration/models_auth/test_openai_compatible_provider.py::UrllibJSONHTTPTransportFallbackTests::test_default_timeout_allows_long_live_model_responses PASSED [ 81%]
tests/integration/models_auth/test_openai_compatible_provider.py::UrllibJSONHTTPTransportFallbackTests::test_html_http_errors_are_summarized_with_codex_reauth_hint FAILED [ 82%]
tests/integration/models_auth/test_openai_compatible_provider.py::UrllibJSONHTTPTransportFallbackTests::test_retries_with_curl_on_tls_unexpected_eof PASSED [ 84%]
tests/integration/models_auth/test_openai_compatible_provider.py::UrllibJSONHTTPTransportFallbackTests::test_retries_with_curl_on_tls_version_mismatch PASSED [ 85%]
tests/integration/models_auth/test_openai_compatible_provider.py::UrllibJSONHTTPTransportFallbackTests::test_stream_retries_with_curl_on_tls_unexpected_eof PASSED [ 87%]
tests/integration/models_auth/test_openai_provider.py::OpenAIProviderAdapterTests::test_openai_adapter_metadata_is_exportable PASSED [ 88%]
tests/integration/models_auth/test_openai_provider.py::OpenAIProviderAdapterTests::test_openai_credentials_flow_reuses_shared_secret_resolution PASSED [ 90%]
tests/integration/models_auth/test_openai_provider.py::OpenAIProviderAdapterTests::test_openai_profile_builder_preserves_first_party_metadata PASSED [ 91%]
tests/integration/models_auth/test_openai_provider.py::OpenAIProviderAdapterTests::test_openai_provider_exposes_reasoning_for_gpt5_models PASSED [ 92%]
tests/integration/models_auth/test_openai_provider.py::OpenAIProviderAdapterTests::test_openai_provider_uses_first_party_responses_transport FAILED [ 94%]
tests/integration/models_auth/test_vllm_semantic_router_provider.py::VllmSemanticRouterProviderIntegrationTests::test_build_model_adapter_registry_selects_vsr_builder PASSED [ 95%]
tests/integration/models_auth/test_vllm_semantic_router_provider.py::VllmSemanticRouterProviderIntegrationTests::test_integration_fallback_on_router_503 PASSED [ 97%]
tests/integration/models_auth/test_vllm_semantic_router_provider.py::VllmSemanticRouterProviderIntegrationTests::test_integration_routes_chat_and_records_vsr_metadata PASSED [ 98%]
tests/integration/models_auth/test_vllm_semantic_router_provider.py::VllmSemanticRouterProviderIntegrationTests::test_integration_sends_routing_policy_header PASSED [100%]

=============================================== FAILURES ================================================
____________ ModelsAuthIntegrationTests.test_provider_auth_state_persists_discovery_metadata ____________

self = <models_auth.test_models_auth_integration.ModelsAuthIntegrationTests testMethod=test_provider_auth_state_persists_discovery_metadata>

    def test_provider_auth_state_persists_discovery_metadata(self) -> None:
        database_path = Path(self.tempdir.name) / "auth-state.sqlite3"
        repository = RuntimeStorageRepository(database_path)
        repository.bootstrap()
    
        repository.upsert_provider_auth_state(
            ProviderAuthState(
                provider_id="copilot",
                auth_type="api_key",
                status="authenticated",
                source="gh-cli",
                transport_id="openai_responses",
                provider_kind="aggregator",
                base_url="https://api.githubcopilot.com",
                default_model="gpt-5.4",
                runtime_enabled=True,
                summary="authenticated via gh-cli",
                metadata={"reasoning_efforts": "minimal,low,medium,high"},
                discovered_at=datetime(2026, 4, 13),
                updated_at=datetime(2026, 4, 13),
            )
        )
    
        loaded = repository.load_provider_auth_state("copilot")
>       self.assertIsNotNone(loaded)
E       AssertionError: unexpectedly None

tests/integration/models_auth/test_models_auth_integration.py:736: AssertionError
________ OpenAICompatibleProviderTests.test_plans_chat_requests_with_custom_base_url_and_headers ________

self = <models_auth.test_openai_compatible_provider.OpenAICompatibleProviderTests testMethod=test_plans_chat_requests_with_custom_base_url_and_headers>

    def test_plans_chat_requests_with_custom_base_url_and_headers(self) -> None:
        adapter = OpenAICompatibleProviderAdapter(
            config=OpenAICompatibleProviderConfig(
                provider_id="openai-compatible",
                base_url=self.server.openai_base_url,
                model_id="openai/gpt-4o-mini",
                extra_headers={"x-tenant": "elephant"},
            ),
            runtime_resolver=ProviderRuntimeResolver.default(),
            credential_source=_StaticCredentialSource(
                {"openai-compatible": {"api_key": "sk-test-123"}}
            ),
        )
        request = ModelRequest(
            request_id="request-1",
            profile_id="profile-companion",
            session_id="session-1",
            provider_id="openai-compatible",
            model_id="openai/gpt-4o-mini",
            prompt="Summarize the provider runtime.",
            metadata={"trace_id": "trace-123"},
        )
    
        plan = adapter.plan_request(request)
        result = adapter.generate(request, {"api_key": "sk-test-123"})
    
        self.assertEqual(plan.url, self.server.openai_base_url + "/chat/completions")
        self.assertEqual(plan.request_family, "chat_completions")
        self.assertEqual(plan.transport_id, "openai_chat_compatible")
        self.assertEqual(plan.headers["Authorization"], "Bearer sk-test-123")
        self.assertEqual(plan.headers["x-tenant"], "elephant")
        self.assertEqual(plan.headers["x-session-id"], "session-1")
        self.assertEqual(plan.payload["model"], "openai/gpt-4o-mini")
        self.assertEqual(plan.payload["messages"][0]["role"], "system")
>       self.assertIn("### System Layer Contract", plan.payload["messages"][0]["content"])
E       AssertionError: '### System Layer Contract' not found in "#### Understanding System\n- You are the active Elephant Agent identity for one durable elephant.\n- Personal Model is the durable understanding layer: active claims grouped by Identity, World, Pulse, and Journey.\n- Evidence explains why a claim exists; it is recalled only when useful and is not prompt truth by itself.\n- Elephant State is identity plus a background-learned continuation note; live commitments belong in Episode, Step, recall, or explicit task tools.\n- Episode is the current wake/open runtime window; Step is one atomic event inside it.\n- This prompt is the current Episode projection, not the durable source of truth.\n- Stay truthful and bounded; never fake recall, certainty, capability, intimacy, or identity.\n#### Episode Continuity\n- Use active Personal Model claims, the Elephant context note, Episode summaries, and current-turn recall before asking the user to repeat context.\n- Keep the active elephant explicit when there is real ongoing work; otherwise let the user's current message set the pace.\n- Do not promise a hidden planner or background workflow that is not represented in Episode, Step, or tools.\n- Treat the Episode resume snapshot as stable during the wake window and current-turn recall support attachments as current-turn evidence only.\n- Keep updates concise, inspectable, and tied to one Personal Model lens/topic or Elephant context note.\n#### Session Work\n- Ongoing work continuity lives in Episode summaries and current-turn recall, not in a durable blocker/next-step board.\n- Use `tool.todo.manage` only as an in-session execution board when the active task benefits from explicit step tracking.\n- Do not use todos for greetings, biography, identity facts, preferences, relationship notes, ordinary social chat, one-off answers, or completed-work logs.\n#### Understanding tools\n- Use tools silently when needed; do not narrate routing, storage, or internal state mechanics unless the user asks.\n- Use `tool.personal_model.search` for durable claims and `tool.personal_model.update` for user-stated changes.\n- If the user explicitly asks you to remember, save, note, or keep a durable personal fact, call `tool.personal_model.update` before replying; do not say it was remembered unless the update tool succeeded.\n- Use `tool.conversation.search` for prior conversation history: mode=discover finds relevant ranges; mode=recall returns details from a selected range.\n- Be patient with time wording. If the user says yesterday, last night, this morning, recently, or gives dates, first construct top-level `expr` carefully (`last_night`, `yesterday`, `last:3d`, `this:week`, or an ISO interval); do not run discover without `expr` or explicit `start_at`/`end_at`.\n- Prefer mode=discover for broad windows, then copy the returned range `start_at`, `end_at`, and `timezone` into mode=recall; keep default `view=conversation` and do not include the current episode for historical recall.\n- Keep durable writes small, human-legible, grounded in the user's words, and owned by one lens/topic.\n- Use `tool.personal_model.questions` only when one timely question would improve future help.\n- Route in-session execution boards through `tool.todo.manage`.\n- If a default elephant file path is provided, use it for user-requested files, downloads, repositories, and generated artifacts unless the user gives another path."

tests/integration/models_auth/test_openai_compatible_provider.py:592: AssertionError
___ UrllibJSONHTTPTransportFallbackTests.test_html_http_errors_are_summarized_with_codex_reauth_hint ____

self = <models_auth.test_openai_compatible_provider.UrllibJSONHTTPTransportFallbackTests testMethod=test_html_http_errors_are_summarized_with_codex_reauth_hint>

    def test_html_http_errors_are_summarized_with_codex_reauth_hint(self) -> None:
        transport = UrllibJSONHTTPTransport()
        exc = error.HTTPError(
            url="https://chatgpt.com/backend-api/codex/v1/responses",
            code=403,
            msg="Forbidden",
            hdrs=None,
            fp=io.BytesIO(
                b"<html><head><title>Forbidden</title></head><body><h1>Forbidden</h1><p>Access denied.</p></body></html>"
            ),
        )
    
>       message = transport._error_message(exc, url="https://chatgpt.com/backend-api/codex/v1/responses")
E       AttributeError: 'UrllibJSONHTTPTransport' object has no attribute '_error_message'

tests/integration/models_auth/test_openai_compatible_provider.py:1345: AttributeError
_________ OpenAIProviderAdapterTests.test_openai_provider_uses_first_party_responses_transport __________

self = <models_auth.test_openai_provider.OpenAIProviderAdapterTests testMethod=test_openai_provider_uses_first_party_responses_transport>

    def test_openai_provider_uses_first_party_responses_transport(self) -> None:
        adapter = OPENAI.OpenAIProviderAdapter()
    
        manifest = adapter.manifest
        resolution = adapter.runtime_resolution(model_id="gpt-4.1", base_url="https://api.openai.com/v1")
        guide = adapter.setup_guide()
    
        self.assertEqual(manifest.provider_id, "openai")
        self.assertEqual(manifest.transport_id, "openai_responses")
        self.assertEqual(resolution.transport_id, "openai_responses")
        self.assertEqual(resolution.request_family, "responses")
>       self.assertFalse(resolution.supports_streaming)
E       AssertionError: True is not false

tests/integration/models_auth/test_openai_provider.py:35: AssertionError
======================================== short test summary info ========================================
FAILED tests/integration/models_auth/test_models_auth_integration.py::ModelsAuthIntegrationTests::test_provider_auth_state_persists_discovery_metadata - AssertionError: unexpectedly None
FAILED tests/integration/models_auth/test_openai_compatible_provider.py::OpenAICompatibleProviderTests::test_plans_chat_requests_with_custom_base_url_and_headers - AssertionError: '### System Layer Contract' not found in "#### Understanding System\n- You are the a...
FAILED tests/integration/models_auth/test_openai_compatible_provider.py::UrllibJSONHTTPTransportFallbackTests::test_html_http_errors_are_summarized_with_codex_reauth_hint - AttributeError: 'UrllibJSONHTTPTransport' object has no attribute '_error_message'
FAILED tests/integration/models_auth/test_openai_provider.py::OpenAIProviderAdapterTests::test_openai_provider_uses_first_party_responses_transport - AssertionError: True is not false
===================================== 4 failed, 66 passed in 37.62s ===============

Though for now we dont get CI to test these.But I think we should fix it first. I'll check what caused the error later on.

[Xunzhuo]

@FAUST-BENCHOU can you rebase and check if has any errors?

[FAUST-BENCHOU]

ya sure.

[Xunzhuo]

@FAUST-BENCHOU more integrations and UX improves can be added later

[Xunzhuo]

can you add this into macos app as well? if you are using mac

[FAUST-BENCHOU]

ya i'm using mac.i will add this.Thanks for your review