feat: add admin model access center

CHANGELOG.md

@@ -4,6 +4,24 @@
 
 ## 2026-04-07
 
+### 管理员配置台新增“模型与接入”统一配置中心
+
+- `管理员配置台` 新增了 `模型与接入` 页签，只有超级管理员可以访问；它把运行时接入、系统模型、Huobao 文本/图片/视频模型配置统一收进了一个地方。
+- 管理员现在可以直接在 StoryForge 里维护：
+  - `n8n / Huobao / ASR / cutvideo / live_recorder / local_model` 的运行时地址
+  - 系统级文本模型的 `provider / base_url / model / API Key`
+  - Huobao 的 `text / image / video` 模型配置，包含 Seedance 2.0 这类视频模型
+- `AI 视频` 表单里的 `查看火山配置状态` 现在对管理员会直接带进这个新工作区，真正进入可编辑的模型配置页，而不是只停在健康状态卡。
+
+### 管理员模型配置开始纳入回归与部署护栏
+
+- 后端新增了管理员专属接口：
+  - `/v2/admin/model-access/overview`
+  - `/v2/admin/model-access/runtime`
+  - `/v2/admin/model-access/system-models`
+  - `/v2/admin/model-access/huobao-configs`
+- 这些接口已经纳入后端回归，前端管理员页也纳入工作台字符串回归，所以以后不会再出现“管理员页有入口、但后端保存不了”这种断层。
+
 ### AI 视频表单可直接跳到火山视频配置状态
 
 - `创建 AI 视频任务` 里的 `Seedance 配置` 提示现在不再只是静态文案，而是新增了 `查看火山配置状态` 入口。

collector-service/app/core_main.py

@@ -23,7 +23,7 @@ from fastapi.responses import FileResponse, JSONResponse, StreamingResponse
 from pydantic import BaseModel, Field
 
 from .database import Database, utc_now
-from .integrations import AsrHttpClient, CutVideoClient, HuobaoDramaClient, N8NClient
+from .integrations import AsrHttpClient, CutVideoClient, HuobaoDramaClient, N8NClient, _unwrap_response
 from .openai_compat import OpenAICompatClient
 
 BASE_DIR = Path(__file__).resolve().parents[2]
@@ -67,6 +67,24 @@ CUTVIDEO_MAX_WAIT_SEC = int(os.getenv("CUTVIDEO_MAX_WAIT_SEC", "1800"))
 CUTVIDEO_UPLOAD_TIMEOUT_SEC = int(os.getenv("CUTVIDEO_UPLOAD_TIMEOUT_SEC", "1800"))
 HUOBAO_POLL_INTERVAL_SEC = int(os.getenv("HUOBAO_POLL_INTERVAL_SEC", "10"))
 HUOBAO_MAX_WAIT_SEC = int(os.getenv("HUOBAO_MAX_WAIT_SEC", "900"))
+MODEL_ACCESS_RUNTIME_KEY = "model_access.runtime"
+MODEL_ACCESS_PROVIDER_PRESETS: dict[str, list[dict[str, Any]]] = {
+    "text": [
+        {"provider": "openai", "label": "OpenAI / 兼容", "models": ["gpt-5.2", "gpt-5.1-mini"]},
+        {"provider": "gemini", "label": "Gemini", "models": ["gemini-2.5-pro", "gemini-3-flash-preview"]},
+        {"provider": "chatfire", "label": "ChatFire", "models": ["gemini-3-flash-preview", "doubao-seed-1-8-251228"]},
+    ],
+    "image": [
+        {"provider": "volcengine", "label": "火山图像", "models": ["doubao-seedream-4-5-251128", "doubao-seedream-4-0-250828"]},
+        {"provider": "openai", "label": "OpenAI 图像", "models": ["gpt-image-1", "dall-e-3"]},
+        {"provider": "gemini", "label": "Gemini 图像", "models": ["gemini-3-pro-image-preview"]},
+    ],
+    "video": [
+        {"provider": "volcengine", "label": "火山视频 / Seedance", "models": ["seedance-2.0-pro", "doubao-seedance-1-0-pro-250528"]},
+        {"provider": "chatfire", "label": "ChatFire 视频", "models": ["seedance-2.0-pro", "doubao-seedance-1-0-pro-fast-251015"]},
+        {"provider": "openai", "label": "OpenAI 视频", "models": ["sora-2", "sora-2-pro"]},
+    ],
+}
 
 INVALID_CONFIG_VALUES = {
     "",
@@ -137,6 +155,41 @@ class PreferredModelRequest(BaseModel):
     model_profile_id: str
 
 
+class AdminRuntimeIntegrationRequest(BaseModel):
+    local_model_base_url: str = ""
+    local_model_api_key: str = ""
+    local_model_default_model: str = ""
+    asr_http_base_url: str = ""
+    n8n_base_url: str = ""
+    cutvideo_base_url: str = ""
+    cutvideo_api_key: str = ""
+    huobao_base_url: str = ""
+    live_recorder_base_url: str = ""
+
+
+class AdminSystemModelRequest(BaseModel):
+    name: str
+    provider: str = "openai_compat"
+    base_url: str
+    api_key: str = ""
+    model_name: str
+    is_default: bool = False
+
+
+class AdminHuobaoConfigRequest(BaseModel):
+    service_type: str
+    provider: str = ""
+    name: str
+    base_url: str
+    api_key: str = ""
+    model: str | list[str]
+    endpoint: str = ""
+    query_endpoint: str = ""
+    priority: int = 100
+    is_active: bool = True
+    settings: str = ""
+
+
 class KnowledgeBaseCreateRequest(BaseModel):
     name: str
     description: str = ""
@@ -480,6 +533,196 @@ def normalize_model_profile(row: dict[str, Any]) -> dict[str, Any]:
     }
 
 
+def model_access_runtime_snapshot() -> dict[str, Any]:
+    return {
+        "local_model": {
+            "base_url": LOCAL_OPENAI_BASE_URL,
+            "api_key_masked": mask_api_key(LOCAL_OPENAI_API_KEY),
+            "default_model": LOCAL_OPENAI_MODEL,
+        },
+        "asr": {
+            "base_url": ASR_HTTP_BASE_URL,
+        },
+        "n8n": {
+            "base_url": N8N_BASE_URL,
+        },
+        "cutvideo": {
+            "base_url": CUTVIDEO_BASE_URL,
+            "api_key_masked": mask_api_key(CUTVIDEO_API_KEY),
+        },
+        "huobao": {
+            "base_url": HUOBAO_BASE_URL,
+        },
+        "live_recorder": {
+            "base_url": LIVE_RECORDER_BASE_URL,
+        },
+    }
+
+
+def apply_runtime_integration_config(runtime: dict[str, Any] | None) -> dict[str, Any]:
+    global LOCAL_OPENAI_BASE_URL, LOCAL_OPENAI_API_KEY, LOCAL_OPENAI_MODEL
+    global ASR_HTTP_BASE_URL, N8N_BASE_URL, CUTVIDEO_BASE_URL, CUTVIDEO_API_KEY
+    global HUOBAO_BASE_URL, LIVE_RECORDER_BASE_URL
+
+    runtime = runtime or {}
+    local_model = runtime.get("local_model") if isinstance(runtime.get("local_model"), dict) else {}
+    asr = runtime.get("asr") if isinstance(runtime.get("asr"), dict) else {}
+    n8n = runtime.get("n8n") if isinstance(runtime.get("n8n"), dict) else {}
+    cutvideo = runtime.get("cutvideo") if isinstance(runtime.get("cutvideo"), dict) else {}
+    huobao = runtime.get("huobao") if isinstance(runtime.get("huobao"), dict) else {}
+    live_recorder = runtime.get("live_recorder") if isinstance(runtime.get("live_recorder"), dict) else {}
+
+    if "base_url" in local_model:
+        LOCAL_OPENAI_BASE_URL = normalize_config_value(local_model.get("base_url"))
+    if "api_key" in local_model:
+        LOCAL_OPENAI_API_KEY = normalize_config_value(local_model.get("api_key"))
+    if "default_model" in local_model:
+        LOCAL_OPENAI_MODEL = normalize_config_value(local_model.get("default_model"))
+    if "base_url" in asr:
+        ASR_HTTP_BASE_URL = normalize_config_value(asr.get("base_url"))
+    if "base_url" in n8n:
+        N8N_BASE_URL = normalize_config_value(n8n.get("base_url"))
+    if "base_url" in cutvideo:
+        CUTVIDEO_BASE_URL = normalize_config_value(cutvideo.get("base_url"))
+    if "api_key" in cutvideo:
+        CUTVIDEO_API_KEY = normalize_config_value(cutvideo.get("api_key"))
+    if "base_url" in huobao:
+        HUOBAO_BASE_URL = normalize_config_value(huobao.get("base_url"))
+    if "base_url" in live_recorder:
+        LIVE_RECORDER_BASE_URL = normalize_config_value(live_recorder.get("base_url"))
+
+    asr_http_client.base_url = ASR_HTTP_BASE_URL.rstrip("/")
+    n8n_client.base_url = N8N_BASE_URL.rstrip("/")
+    cutvideo_client.base_url = CUTVIDEO_BASE_URL.rstrip("/")
+    cutvideo_client.api_key = CUTVIDEO_API_KEY.strip()
+    huobao_client.base_url = HUOBAO_BASE_URL.rstrip("/")
+    return model_access_runtime_snapshot()
+
+
+def load_runtime_integration_config() -> dict[str, Any]:
+    row = db.fetch_one("SELECT value_json FROM system_runtime_settings WHERE key = ?", (MODEL_ACCESS_RUNTIME_KEY,))
+    if not row:
+        return model_access_runtime_snapshot()
+    try:
+        payload = json.loads(row.get("value_json") or "{}")
+    except json.JSONDecodeError:
+        payload = {}
+    return apply_runtime_integration_config(payload if isinstance(payload, dict) else {})
+
+
+def save_runtime_integration_config(payload: dict[str, Any], updated_by: str) -> dict[str, Any]:
+    current = {
+        "local_model": {
+            "base_url": LOCAL_OPENAI_BASE_URL,
+            "api_key": LOCAL_OPENAI_API_KEY,
+            "default_model": LOCAL_OPENAI_MODEL,
+        },
+        "asr": {"base_url": ASR_HTTP_BASE_URL},
+        "n8n": {"base_url": N8N_BASE_URL},
+        "cutvideo": {"base_url": CUTVIDEO_BASE_URL, "api_key": CUTVIDEO_API_KEY},
+        "huobao": {"base_url": HUOBAO_BASE_URL},
+        "live_recorder": {"base_url": LIVE_RECORDER_BASE_URL},
+    }
+    next_payload = {
+        "local_model": {
+            "base_url": normalize_config_value(((payload.get("local_model") or {}).get("base_url"))) if isinstance(payload.get("local_model"), dict) else current["local_model"]["base_url"],
+            "api_key": (
+                normalize_config_value(((payload.get("local_model") or {}).get("api_key"))) or current["local_model"]["api_key"]
+            ) if isinstance(payload.get("local_model"), dict) else current["local_model"]["api_key"],
+            "default_model": normalize_config_value(((payload.get("local_model") or {}).get("default_model"))) if isinstance(payload.get("local_model"), dict) else current["local_model"]["default_model"],
+        },
+        "asr": {"base_url": normalize_config_value(((payload.get("asr") or {}).get("base_url"))) if isinstance(payload.get("asr"), dict) else current["asr"]["base_url"]},
+        "n8n": {"base_url": normalize_config_value(((payload.get("n8n") or {}).get("base_url"))) if isinstance(payload.get("n8n"), dict) else current["n8n"]["base_url"]},
+        "cutvideo": {
+            "base_url": normalize_config_value(((payload.get("cutvideo") or {}).get("base_url"))) if isinstance(payload.get("cutvideo"), dict) else current["cutvideo"]["base_url"],
+            "api_key": (
+                normalize_config_value(((payload.get("cutvideo") or {}).get("api_key"))) or current["cutvideo"]["api_key"]
+            ) if isinstance(payload.get("cutvideo"), dict) else current["cutvideo"]["api_key"],
+        },
+        "huobao": {"base_url": normalize_config_value(((payload.get("huobao") or {}).get("base_url"))) if isinstance(payload.get("huobao"), dict) else current["huobao"]["base_url"]},
+        "live_recorder": {"base_url": normalize_config_value(((payload.get("live_recorder") or {}).get("base_url"))) if isinstance(payload.get("live_recorder"), dict) else current["live_recorder"]["base_url"]},
+    }
+    if not next_payload["local_model"]["base_url"]:
+        next_payload["local_model"]["api_key"] = ""
+    if not next_payload["cutvideo"]["base_url"]:
+        next_payload["cutvideo"]["api_key"] = ""
+    now = utc_now()
+    row = db.fetch_one("SELECT key FROM system_runtime_settings WHERE key = ?", (MODEL_ACCESS_RUNTIME_KEY,))
+    if row:
+        db.execute(
+            "UPDATE system_runtime_settings SET value_json = ?, updated_by = ?, updated_at = ? WHERE key = ?",
+            (json.dumps(next_payload, ensure_ascii=False), updated_by, now, MODEL_ACCESS_RUNTIME_KEY),
+        )
+    else:
+        db.execute(
+            "INSERT INTO system_runtime_settings (key, value_json, updated_by, created_at, updated_at) VALUES (?, ?, ?, ?, ?)",
+            (MODEL_ACCESS_RUNTIME_KEY, json.dumps(next_payload, ensure_ascii=False), updated_by, now, now),
+        )
+    return apply_runtime_integration_config(next_payload)
+
+
+def huobao_api_request(method: str, path: str, *, payload: dict[str, Any] | None = None, params: dict[str, Any] | None = None, timeout: float = 12.0) -> Any:
+    if not HUOBAO_BASE_URL:
+        raise HTTPException(status_code=503, detail="HUOBAO_BASE_URL is not configured")
+    url = urljoin(HUOBAO_BASE_URL if HUOBAO_BASE_URL.endswith("/") else f"{HUOBAO_BASE_URL}/", path.lstrip("/"))
+    try:
+        response = httpx.request(
+            method.upper(),
+            url,
+            json=payload,
+            params=params,
+            timeout=timeout,
+            follow_redirects=True,
+        )
+        response.raise_for_status()
+        if not response.content:
+            return {}
+        if "application/json" not in (response.headers.get("content-type") or ""):
+            return {"text": response.text}
+        return _unwrap_response(response.json())
+    except httpx.HTTPStatusError as exc:
+        detail: Any
+        try:
+            detail = _unwrap_response(exc.response.json())
+        except Exception:
+            detail = exc.response.text.strip() or f"http_{exc.response.status_code}"
+        raise HTTPException(status_code=exc.response.status_code, detail=detail)
+    except Exception as exc:
+        raise HTTPException(status_code=502, detail=f"huobao request failed: {exc}")
+
+
+def normalize_huobao_config_item(item: dict[str, Any]) -> dict[str, Any]:
+    models = item.get("model")
+    if isinstance(models, list):
+        model_list = [str(model).strip() for model in models if str(model).strip()]
+    else:
+        model_list = [str(models).strip()] if str(models or "").strip() else []
+    return {
+        "id": str(item.get("id") or ""),
+        "service_type": str(item.get("service_type") or ""),
+        "provider": str(item.get("provider") or ""),
+        "name": str(item.get("name") or ""),
+        "base_url": str(item.get("base_url") or ""),
+        "api_key_masked": mask_api_key(str(item.get("api_key") or "")),
+        "model": model_list,
+        "endpoint": str(item.get("endpoint") or ""),
+        "query_endpoint": str(item.get("query_endpoint") or ""),
+        "priority": int(item.get("priority") or 0),
+        "is_active": bool(item.get("is_active", True)),
+        "settings": str(item.get("settings") or ""),
+        "created_at": str(item.get("created_at") or ""),
+        "updated_at": str(item.get("updated_at") or ""),
+    }
+
+
+def huobao_config_items_from_payload(payload: Any) -> list[dict[str, Any]]:
+    if isinstance(payload, list):
+        return [item for item in payload if isinstance(item, dict)]
+    if isinstance(payload, dict) and isinstance(payload.get("value"), list):
+        return [item for item in payload.get("value") if isinstance(item, dict)]
+    return []
+
+
 def normalize_account(row: dict[str, Any]) -> dict[str, Any]:
     return {
         "id": row["id"],
@@ -3084,6 +3327,7 @@ async def process_job(job_id: str) -> None:
 @app.on_event("startup")
 def on_startup() -> None:
     db.init_schema()
+    load_runtime_integration_config()
     seed_defaults()
 
 
@@ -3467,6 +3711,237 @@ def integrations_local_models(account: dict[str, Any] = Depends(require_approved
     return fetch_local_model_catalog()
 
 
+def build_admin_model_access_overview(account: dict[str, Any]) -> dict[str, Any]:
+    integrations = integrations_health(account)
+    runtime = model_access_runtime_snapshot()
+    runtime_cards = {
+        key: {
+            **runtime.get(key, {}),
+            **(integrations.get(key) or {}),
+        }
+        for key in ["local_model", "asr", "n8n", "cutvideo", "huobao", "live_recorder"]
+    }
+    huobao_configs: dict[str, Any] = {}
+    for service_type in ["text", "image", "video"]:
+        try:
+            payload = huobao_api_request("GET", "/api/v1/ai-configs", params={"service_type": service_type})
+            items = huobao_config_items_from_payload(payload)
+            huobao_configs[service_type] = {
+                "items": [normalize_huobao_config_item(item) for item in items],
+                "error": "",
+            }
+        except HTTPException as exc:
+            huobao_configs[service_type] = {"items": [], "error": str(exc.detail)}
+    system_models = [
+        normalize_model_profile(row)
+        for row in db.fetch_all(
+            "SELECT * FROM model_profiles WHERE owner_account_id IS NULL ORDER BY is_default DESC, created_at ASC"
+        )
+    ]
+    return {
+        "runtime": runtime_cards,
+        "system_model_profiles": system_models,
+        "huobao_configs": huobao_configs,
+        "provider_presets": MODEL_ACCESS_PROVIDER_PRESETS,
+    }
+
+
+@app.get("/v2/admin/model-access/overview")
+def admin_model_access_overview(admin: dict[str, Any] = Depends(require_super_admin)) -> dict[str, Any]:
+    return build_admin_model_access_overview(admin)
+
+
+@app.put("/v2/admin/model-access/runtime")
+def update_admin_model_access_runtime(
+    request: AdminRuntimeIntegrationRequest,
+    admin: dict[str, Any] = Depends(require_super_admin),
+) -> dict[str, Any]:
+    runtime = save_runtime_integration_config(
+        {
+            "local_model": {
+                "base_url": request.local_model_base_url,
+                "api_key": request.local_model_api_key,
+                "default_model": request.local_model_default_model,
+            },
+            "asr": {"base_url": request.asr_http_base_url},
+            "n8n": {"base_url": request.n8n_base_url},
+            "cutvideo": {"base_url": request.cutvideo_base_url, "api_key": request.cutvideo_api_key},
+            "huobao": {"base_url": request.huobao_base_url},
+            "live_recorder": {"base_url": request.live_recorder_base_url},
+        },
+        admin["id"],
+    )
+    return {"runtime": build_admin_model_access_overview(admin)["runtime"], "saved_runtime": runtime}
+
+
+@app.post("/v2/admin/model-access/system-models")
+def create_admin_system_model(
+    request: AdminSystemModelRequest,
+    admin: dict[str, Any] = Depends(require_super_admin),
+) -> dict[str, Any]:
+    model_id = make_id("model")
+    now = utc_now()
+    if request.is_default:
+        db.execute("UPDATE model_profiles SET is_default = 0 WHERE owner_account_id IS NULL")
+    db.execute(
+        """
+        INSERT INTO model_profiles (id, owner_account_id, name, provider, base_url, api_key, model_name, is_system, is_default, created_at, updated_at)
+        VALUES (?, NULL, ?, ?, ?, ?, ?, 1, ?, ?, ?)
+        """,
+        (
+            model_id,
+            request.name.strip(),
+            request.provider.strip() or "openai_compat",
+            request.base_url.strip(),
+            request.api_key.strip(),
+            request.model_name.strip(),
+            1 if request.is_default else 0,
+            now,
+            now,
+        ),
+    )
+    row = db.fetch_one("SELECT * FROM model_profiles WHERE id = ?", (model_id,))
+    return normalize_model_profile(row)
+
+
+@app.put("/v2/admin/model-access/system-models/{model_id}")
+def update_admin_system_model(
+    model_id: str,
+    request: AdminSystemModelRequest,
+    admin: dict[str, Any] = Depends(require_super_admin),
+) -> dict[str, Any]:
+    _ = admin
+    row = db.fetch_one("SELECT * FROM model_profiles WHERE id = ? AND owner_account_id IS NULL", (model_id,))
+    if not row:
+        raise HTTPException(status_code=404, detail="System model profile not found")
+    if request.is_default:
+        db.execute("UPDATE model_profiles SET is_default = 0 WHERE owner_account_id IS NULL")
+    next_api_key = request.api_key.strip() if request.api_key.strip() else str(row.get("api_key") or "")
+    now = utc_now()
+    db.execute(
+        """
+        UPDATE model_profiles
+        SET name = ?, provider = ?, base_url = ?, api_key = ?, model_name = ?, is_default = ?, updated_at = ?
+        WHERE id = ?
+        """,
+        (
+            request.name.strip(),
+            request.provider.strip() or "openai_compat",
+            request.base_url.strip(),
+            next_api_key,
+            request.model_name.strip(),
+            1 if request.is_default else 0,
+            now,
+            model_id,
+        ),
+    )
+    updated = db.fetch_one("SELECT * FROM model_profiles WHERE id = ?", (model_id,))
+    return normalize_model_profile(updated)
+
+
+@app.get("/v2/admin/model-access/huobao-configs")
+def list_admin_huobao_configs(
+    service_type: str = Query(default="video"),
+    admin: dict[str, Any] = Depends(require_super_admin),
+) -> dict[str, Any]:
+    _ = admin
+    payload = huobao_api_request("GET", "/api/v1/ai-configs", params={"service_type": service_type})
+    items = huobao_config_items_from_payload(payload)
+    return {"items": [normalize_huobao_config_item(item) for item in items]}
+
+
+@app.get("/v2/admin/model-access/huobao-configs/{config_id}")
+def get_admin_huobao_config(config_id: str, admin: dict[str, Any] = Depends(require_super_admin)) -> dict[str, Any]:
+    _ = admin
+    payload = huobao_api_request("GET", f"/api/v1/ai-configs/{quote(config_id)}")
+    if not isinstance(payload, dict):
+        raise HTTPException(status_code=502, detail="Invalid huobao config payload")
+    return normalize_huobao_config_item(payload)
+
+
+@app.post("/v2/admin/model-access/huobao-configs")
+def create_admin_huobao_config(
+    request: AdminHuobaoConfigRequest,
+    admin: dict[str, Any] = Depends(require_super_admin),
+) -> dict[str, Any]:
+    _ = admin
+    payload = huobao_api_request(
+        "POST",
+        "/api/v1/ai-configs",
+        payload={
+            "service_type": request.service_type,
+            "provider": request.provider,
+            "name": request.name,
+            "base_url": request.base_url,
+            "api_key": request.api_key,
+            "model": request.model,
+            "endpoint": request.endpoint,
+            "query_endpoint": request.query_endpoint,
+            "priority": request.priority,
+            "settings": request.settings,
+        },
+    )
+    if not isinstance(payload, dict):
+        raise HTTPException(status_code=502, detail="Invalid huobao config payload")
+    return normalize_huobao_config_item(payload)
+
+
+@app.put("/v2/admin/model-access/huobao-configs/{config_id}")
+def update_admin_huobao_config(
+    config_id: str,
+    request: AdminHuobaoConfigRequest,
+    admin: dict[str, Any] = Depends(require_super_admin),
+) -> dict[str, Any]:
+    _ = admin
+    update_payload = {
+        "provider": request.provider,
+        "name": request.name,
+        "base_url": request.base_url,
+        "model": request.model,
+        "endpoint": request.endpoint,
+        "query_endpoint": request.query_endpoint,
+        "priority": request.priority,
+        "is_active": request.is_active,
+        "settings": request.settings,
+    }
+    if request.api_key.strip():
+        update_payload["api_key"] = request.api_key
+    payload = huobao_api_request("PUT", f"/api/v1/ai-configs/{quote(config_id)}", payload=update_payload)
+    if not isinstance(payload, dict):
+        raise HTTPException(status_code=502, detail="Invalid huobao config payload")
+    return normalize_huobao_config_item(payload)
+
+
+@app.delete("/v2/admin/model-access/huobao-configs/{config_id}")
+def delete_admin_huobao_config(config_id: str, admin: dict[str, Any] = Depends(require_super_admin)) -> dict[str, Any]:
+    _ = admin
+    payload = huobao_api_request("DELETE", f"/api/v1/ai-configs/{quote(config_id)}")
+    if isinstance(payload, dict):
+        return payload
+    return {"ok": True}
+
+
+@app.post("/v2/admin/model-access/huobao-configs/test")
+def test_admin_huobao_config(
+    request: AdminHuobaoConfigRequest,
+    admin: dict[str, Any] = Depends(require_super_admin),
+) -> dict[str, Any]:
+    _ = admin
+    payload = huobao_api_request(
+        "POST",
+        "/api/v1/ai-configs/test",
+        payload={
+            "provider": request.provider,
+            "base_url": request.base_url,
+            "api_key": request.api_key,
+            "model": request.model,
+            "endpoint": request.endpoint,
+            "query_endpoint": request.query_endpoint,
+        },
+    )
+    return payload if isinstance(payload, dict) else {"value": payload}
+
+
 @app.get("/v2/live-recorder/health")
 def live_recorder_health(account: dict[str, Any] = Depends(require_approved)) -> dict[str, Any]:
     _ = account

collector-service/app/database.py

@@ -340,6 +340,14 @@ class Database:
             published_at INTEGER NOT NULL,
             created_by TEXT NOT NULL
         );
+
+        CREATE TABLE IF NOT EXISTS system_runtime_settings (
+            key TEXT PRIMARY KEY,
+            value_json TEXT NOT NULL DEFAULT '{}',
+            updated_by TEXT NOT NULL DEFAULT '',
+            created_at TEXT NOT NULL,
+            updated_at TEXT NOT NULL
+        );
         """
         with self.session() as conn:
             conn.executescript(schema)

tests/test_main_agent_governance.py

@@ -80,6 +80,7 @@ class MainAgentGovernanceTests(unittest.TestCase):
             "projects",
             "accounts",
             "model_profiles",
+            "system_runtime_settings",
         ]
         with self.core.db.session() as conn:
             conn.execute("PRAGMA foreign_keys=OFF")
@@ -216,9 +217,13 @@ class MainAgentGovernanceTests(unittest.TestCase):
             ) VALUES (?, ?, ?, ?, '', '', '', ?, '', '', '[]', '{}', '{}', 'public', 'ready', NULL, NULL, NULL, ?, ?)
             """,
             (account_id, self.ctx["member_id"], profile_url, profile_url, nickname, now, now),
-        )
+            )
         return account_id
 
+    def test_model_access_overview_requires_super_admin(self) -> None:
+        response = self.client.get("/v2/admin/model-access/overview", headers=self.ctx["member_headers"])
+        self.assertEqual(response.status_code, 403, response.text)
+
     def _insert_assistant(
         self,
         *,

tests/test_production_baseline.py

@@ -88,6 +88,7 @@ class ProductionBaselineTests(unittest.TestCase):
             "projects",
             "accounts",
             "model_profiles",
+            "system_runtime_settings",
         ]
         for table in tables:
             self.core.db.execute(f"DELETE FROM {table}")
@@ -266,6 +267,47 @@ class ProductionBaselineTests(unittest.TestCase):
         ]:
             self.assertIn(expected, content)
 
+    def test_admin_model_access_overview_returns_runtime_and_huobao_sections(self) -> None:
+        ctx = self._seed_context("model_access", exhausted=False)
+        headers = {"Authorization": f"Bearer {ctx['token']}"}
+        with unittest.mock.patch.object(
+            self.core,
+            "huobao_api_request",
+            return_value={"value": [{"id": 1, "service_type": "video", "provider": "volcengine", "name": "Seedance", "base_url": "https://video.example.com", "api_key": "secret-token", "model": ["seedance-2.0-pro"], "priority": 100, "is_active": True}]},
+        ):
+            response = self.client.get("/v2/admin/model-access/overview", headers=headers)
+        self.assertEqual(response.status_code, 200, response.text)
+        payload = response.json()
+        self.assertIn("runtime", payload)
+        self.assertIn("system_model_profiles", payload)
+        self.assertIn("huobao_configs", payload)
+        self.assertEqual(payload["huobao_configs"]["video"]["items"][0]["provider"], "volcengine")
+        self.assertEqual(payload["huobao_configs"]["video"]["items"][0]["api_key_masked"], "secr***oken")
+
+    def test_admin_model_access_runtime_update_changes_effective_healthz_values(self) -> None:
+        ctx = self._seed_context("runtime_access", exhausted=False)
+        headers = {"Authorization": f"Bearer {ctx['token']}"}
+        response = self.client.put(
+            "/v2/admin/model-access/runtime",
+            headers=headers,
+            json={
+                "local_model_base_url": "",
+                "local_model_api_key": "",
+                "local_model_default_model": "GLM-5",
+                "asr_http_base_url": "http://192.168.31.18:8088",
+                "n8n_base_url": "http://127.0.0.1:25670",
+                "cutvideo_base_url": "http://192.168.31.18:7860",
+                "cutvideo_api_key": "cut-token",
+                "huobao_base_url": "http://127.0.0.1:25678",
+                "live_recorder_base_url": "http://192.168.31.188:19106",
+            },
+        )
+        self.assertEqual(response.status_code, 200, response.text)
+        health = self.client.get("/healthz").json()
+        self.assertEqual(health["asrHttpBaseUrl"], "http://192.168.31.18:8088")
+        self.assertEqual(health["n8nBaseUrl"], "http://127.0.0.1:25670")
+        self.assertEqual(health["huobaoBaseUrl"], "http://127.0.0.1:25678")
+
     def test_web_deploy_script_defaults_to_lan_collector(self) -> None:
         script_path = ROOT / "scripts" / "deploy_fnos_storyforge_web.sh"
         content = script_path.read_text(encoding="utf-8")

web/storyforge-web-v4/assets/app.js

@@ -91,6 +91,7 @@ const appState = {
   adminOverrideTarget: null,
   adminOverridePolicy: null,
   adminPolicyAudits: [],
+  adminModelAccess: null,
   tenantQuota: null,
   tenantUsage: null,
   adminOpsOverview: null,
@@ -2315,7 +2316,7 @@ async function hydrateSelectedOneLinerRun() {
 async function loadAgentControlSurfaces(projectId = "") {
   const normalizedProjectId = projectId || getOneLinerProjectId();
   const governancePlatform = normalizePlatformValue(getPreferredPlatform(), "douyin");
-  const [profile, sessionsPayload, runsPayload, actionRegistryPayload, platformAgentsPayload, governanceEffective, userGlobalPolicy, userCurrentPlatformPolicy, userPolicyAuditsPayload, adminSystemMainPolicy, adminSystemPlatformPolicies, adminGovernanceDirectory, tenantQuota, tenantUsage, adminOpsOverview, adminFixRunsPayload] = await Promise.all([
+  const [profile, sessionsPayload, runsPayload, actionRegistryPayload, platformAgentsPayload, governanceEffective, userGlobalPolicy, userCurrentPlatformPolicy, userPolicyAuditsPayload, adminSystemMainPolicy, adminSystemPlatformPolicies, adminGovernanceDirectory, adminModelAccess, tenantQuota, tenantUsage, adminOpsOverview, adminFixRunsPayload] = await Promise.all([
     storyforgeFetch(`/v2/oneliner/profile?project_id=${encodeURIComponent(normalizedProjectId)}`).catch(() => null),
     storyforgeFetch(`/v2/oneliner/sessions?project_id=${encodeURIComponent(normalizedProjectId)}`).catch(() => ({ items: [] })),
     storyforgeFetch(`/v2/oneliner/runs?project_id=${encodeURIComponent(normalizedProjectId)}`).catch(() => ({ items: [] })),
@@ -2336,6 +2337,9 @@ async function loadAgentControlSurfaces(projectId = "") {
     isSuperAdmin()
       ? storyforgeFetch("/v2/admin/oneliner/governance/directory").catch(() => ({ items: [] }))
       : Promise.resolve({ items: [] }),
+    isSuperAdmin()
+      ? storyforgeFetch("/v2/admin/model-access/overview").catch(() => null)
+      : Promise.resolve(null),
     storyforgeFetch(`/v2/tenant/quota?project_id=${encodeURIComponent(normalizedProjectId)}`).catch(() => null),
     storyforgeFetch(`/v2/tenant/usage?project_id=${encodeURIComponent(normalizedProjectId)}`).catch(() => null),
     isSuperAdmin()
@@ -2365,6 +2369,7 @@ async function loadAgentControlSurfaces(projectId = "") {
   appState.adminSystemMainPolicy = adminSystemMainPolicy;
   appState.adminSystemPlatformPolicies = safeArray(adminSystemPlatformPolicies);
   appState.adminGovernanceDirectory = safeArray(adminGovernanceDirectory?.items || adminGovernanceDirectory);
+  appState.adminModelAccess = adminModelAccess;
   if (isSuperAdmin() && appState.adminGovernanceDirectory.length) {
     const existingTarget = appState.adminOverrideTarget || {};
     const hasExistingProjectTarget = Object.prototype.hasOwnProperty.call(existingTarget, "targetProjectId")
@@ -5721,6 +5726,159 @@ function renderIntegrationOverviewPanel(options = {}) {
   `;
 }
 
+function getAdminModelAccessState() {
+  return appState.adminModelAccess || {
+    runtime: {},
+    system_model_profiles: [],
+    huobao_configs: {},
+    provider_presets: {}
+  };
+}
+
+function focusAdminModelAccessWorkspace(anchorId = "admin-model-access-anchor") {
+  appState.adminWorkbenchTab = "model_access";
+  setScreen("admin-workbench");
+  renderAll();
+  window.requestAnimationFrame(() => {
+    (document.getElementById(anchorId) || document.querySelector('[data-screen="admin-workbench"] .panel'))
+      ?.scrollIntoView({ behavior: "smooth", block: "start" });
+  });
+}
+
+function renderAdminModelRuntimePanel() {
+  const runtime = getAdminModelAccessState().runtime || {};
+  const rows = [
+    { key: "huobao", label: "Huobao / 火山模型服务", tip: "文本、图片、视频模型与 Seedance 都从这里接。", action: "open-admin-huobao-ai-config", serviceType: "video" },
+    { key: "n8n", label: "n8n 编排", tip: "异步流水线与 webhook 编排。", action: "open-admin-runtime-config" },
+    { key: "asr", label: "ASR", tip: "当前是 Windows faster-whisper。", action: "open-admin-runtime-config" },
+    { key: "cutvideo", label: "cutvideo", tip: "实拍剪辑与上传链。", action: "open-admin-runtime-config" },
+    { key: "live_recorder", label: "live_recorder", tip: "视频录制服务。", action: "open-admin-runtime-config" },
+    { key: "local_model", label: "本地模型", tip: "当前已经禁用，默认走公网模型。", action: "open-admin-runtime-config" }
+  ];
+  return `
+    <div class="panel pad" id="admin-model-runtime-anchor">
+      <div class="panel-head">
+        <div>
+          <h3>运行时接入</h3>
+          <div class="panel-subtitle">统一管理外部模型服务、编排服务和运行时地址。只有管理员可编辑。</div>
+        </div>
+        <div class="task-meta">
+          <span class="tag clickable-tag" data-action="open-admin-runtime-config">编辑运行时接入</span>
+        </div>
+      </div>
+      <div class="layout-grid grid-2">
+        ${rows.map((item) => {
+          const detail = runtime[item.key] || {};
+          const summary = detail.reachable === false ? "离线" : detail.configured === false ? "未配置" : "在线";
+          const baseUrl = detail.base_url || detail.url || "未配置";
+          const deviceTag = item.key === "asr" && detail.active_device ? `<span class="tag">${escapeHtml(`设备 ${detail.active_device}`)}</span>` : "";
+          const modelTag = item.key === "asr" && detail.model_name ? `<span class="tag">${escapeHtml(detail.model_name)}</span>` : "";
+          const deploymentTag = detail.deploymentLabel ? `<span class="tag">${escapeHtml(`部署：${detail.deploymentLabel}`)}</span>` : "";
+          return `
+            <div class="task-item compact" id="admin-model-runtime-${escapeHtml(item.key)}-anchor">
+              <h4>${escapeHtml(item.label)}</h4>
+              <p>${escapeHtml(item.tip)}</p>
+              <div class="task-meta">
+                <span class="tag ${detail.reachable === false ? "orange" : detail.configured === false ? "" : "green"}">${escapeHtml(summary)}</span>
+                ${deploymentTag}
+                ${deviceTag}
+                ${modelTag}
+                <span class="tag clickable-tag" data-action="${escapeHtml(item.action)}"${item.serviceType ? ` data-service-type="${escapeHtml(item.serviceType)}"` : ""}>${escapeHtml(item.key === "huobao" ? "配置模型服务" : "编辑接入")}</span>
+              </div>
+              <div class="integration-url">${escapeHtml(baseUrl)}</div>
+            </div>
+          `;
+        }).join("")}
+      </div>
+    </div>
+  `;
+}
+
+function renderAdminSystemModelPanel() {
+  const models = safeArray(getAdminModelAccessState().system_model_profiles);
+  return `
+    <div class="panel pad" id="admin-system-models-anchor">
+      <div class="panel-head">
+        <div>
+          <h3>系统模型</h3>
+          <div class="panel-subtitle">给 StoryForge 主流程配置系统级文本模型入口，供分析、策略和主 Agent 默认使用。</div>
+        </div>
+        <div class="task-meta">
+          <span class="tag clickable-tag" data-action="open-admin-system-model">新增系统模型</span>
+        </div>
+      </div>
+      ${models.length ? `
+        <div class="layout-grid grid-2">
+          ${models.map((model) => `
+            <div class="task-item compact" id="admin-system-model-${escapeHtml(model.id)}">
+              <h4>${escapeHtml(model.name)}</h4>
+              <p>${escapeHtml(`${model.provider || "openai_compat"} · ${model.model_name || "未命名模型"}`)}</p>
+              <div class="task-meta">
+                ${model.is_default ? '<span class="tag green">系统默认</span>' : ""}
+                <span class="tag">${escapeHtml(model.provider || "openai_compat")}</span>
+                <span class="tag">${escapeHtml(model.model_name || "")}</span>
+                <span class="tag clickable-tag" data-action="open-admin-system-model" data-model-id="${escapeHtml(model.id)}">编辑</span>
+              </div>
+              <div class="integration-url">${escapeHtml(model.base_url || "未配置地址")}</div>
+              <div class="integration-note">${escapeHtml(`API Key：${model.api_key_masked || "未配置"}`)}</div>
+            </div>
+          `).join("")}
+        </div>
+      ` : renderEmptyState("还没有系统模型", "先新增一条系统模型，管理员就可以直接在这里维护分析与主 Agent 默认模型。")}
+    </div>
+  `;
+}
+
+function renderAdminHuobaoConfigPanel(serviceType, label, description) {
+  const bundle = getAdminModelAccessState().huobao_configs?.[serviceType] || { items: [], error: "" };
+  const presets = safeArray(getAdminModelAccessState().provider_presets?.[serviceType]);
+  return `
+    <div class="panel pad" id="admin-model-${escapeHtml(serviceType)}-anchor">
+      <div class="panel-head">
+        <div>
+          <h3>${escapeHtml(label)}</h3>
+          <div class="panel-subtitle">${escapeHtml(description)}</div>
+        </div>
+        <div class="task-meta">
+          <span class="tag clickable-tag" data-action="open-admin-huobao-ai-config" data-service-type="${escapeHtml(serviceType)}">新增配置</span>
+        </div>
+      </div>
+      ${presets.length ? `<div class="task-meta" style="margin-bottom:10px;">${presets.map((item) => `<span class="tag">${escapeHtml(`${item.label}：${safeArray(item.models).join(" / ")}`)}</span>`).join("")}</div>` : ""}
+      ${bundle.error ? `<div class="integration-note">${escapeHtml(`当前读取失败：${bundle.error}`)}</div>` : ""}
+      ${safeArray(bundle.items).length ? `
+        <div class="layout-grid grid-2">
+          ${safeArray(bundle.items).map((item) => `
+            <div class="task-item compact" id="admin-huobao-${escapeHtml(serviceType)}-${escapeHtml(item.id)}">
+              <h4>${escapeHtml(item.name || `${label} 配置`)}</h4>
+              <p>${escapeHtml(`${item.provider || "未标记厂商"} · ${(safeArray(item.model).join(" / ")) || "未配置模型"}`)}</p>
+              <div class="task-meta">
+                <span class="tag ${item.is_active === false ? "orange" : "green"}">${escapeHtml(item.is_active === false ? "已停用" : "启用中")}</span>
+                <span class="tag">${escapeHtml(`优先级 ${item.priority || 0}`)}</span>
+                <span class="tag clickable-tag" data-action="open-admin-huobao-ai-config" data-service-type="${escapeHtml(serviceType)}" data-config-id="${escapeHtml(item.id)}">编辑</span>
+                <span class="tag clickable-tag" data-action="delete-admin-huobao-ai-config" data-service-type="${escapeHtml(serviceType)}" data-config-id="${escapeHtml(item.id)}">删除</span>
+              </div>
+              <div class="integration-url">${escapeHtml(item.base_url || "未配置地址")}</div>
+              <div class="integration-note">${escapeHtml(`API Key：${item.api_key_masked || "未配置"}`)}</div>
+            </div>
+          `).join("")}
+        </div>
+      ` : renderEmptyState(`还没有${label}配置`, `先新增一条${label}配置，当前服务才会真正具备可用模型。`)}
+    </div>
+  `;
+}
+
+function renderAdminModelAccessPanel() {
+  return `
+    <div id="admin-model-access-anchor">
+      ${renderAdminModelRuntimePanel()}
+      <div style="margin-top:18px;">${renderAdminSystemModelPanel()}</div>
+      <div style="margin-top:18px;">${renderAdminHuobaoConfigPanel("text", "文本模型服务", "大模型文本、策略、文案与分析模型统一在这里维护。")}</div>
+      <div style="margin-top:18px;">${renderAdminHuobaoConfigPanel("image", "图片模型服务", "图片生成、封面和素材处理模型统一在这里维护。")}</div>
+      <div style="margin-top:18px;">${renderAdminHuobaoConfigPanel("video", "视频模型服务", "视频模型、Seedance 2.0 和火山视频引擎统一在这里维护。")}</div>
+    </div>
+  `;
+}
+
 function buildMainAgentHandoffAttrs({
   sourceScreen = "",
   sourceActionKey = "",
@@ -6260,6 +6418,7 @@ function renderAdminWorkbenchScreen() {
   }
   const tabs = [
     { value: "integrations", label: "依赖健康" },
+    { value: "model_access", label: "模型与接入" },
     { value: "storage", label: "存储状态" },
     { value: "agents", label: "Agent 治理" },
     { value: "governance_audit", label: "覆盖与审计" },
@@ -6281,6 +6440,8 @@ function renderAdminWorkbenchScreen() {
         ${renderDetailTabs("adminWorkbenchTab", tabs)}
         ${activeTab === "integrations"
           ? renderIntegrationOverviewPanel({ showActions: false })
+          : activeTab === "model_access"
+            ? renderAdminModelAccessPanel()
           : activeTab === "storage"
             ? renderStorageStatusPanel()
             : activeTab === "agents"
@@ -10368,6 +10529,175 @@ function focusAdminGovernanceAuditWorkspace(anchorId = "admin-override-audit-anc
   }, 0);
 }
 
+function ensureAdminModelAccess() {
+  if (isSuperAdmin()) return true;
+  rememberAction("需要管理员权限", "模型与接入配置仅超级管理员可访问。", "orange");
+  renderAll();
+  return false;
+}
+
+function getAdminModelProviderOptions(serviceType) {
+  const presets = safeArray(getAdminModelAccessState().provider_presets?.[serviceType]);
+  const options = presets.map((item) => ({ value: item.provider, label: item.label }));
+  return options.length ? options : [{ value: "openai", label: "OpenAI / 兼容" }];
+}
+
+function openAdminRuntimeConfigAction() {
+  if (!ensureAdminModelAccess()) return;
+  const runtime = getAdminModelAccessState().runtime || {};
+  openActionModal({
+    title: "编辑运行时接入",
+    description: "统一维护 StoryForge 依赖的外部模型服务、编排服务和运行时地址。留空表示禁用该接入。",
+    submitLabel: "保存运行时接入",
+    fields: [
+      { name: "localModelBaseUrl", label: "本地模型 Base URL", value: runtime.local_model?.base_url || "", placeholder: "当前已禁用可留空" },
+      { name: "localModelApiKey", label: "本地模型 API Key", value: "", placeholder: "留空则保持当前值或清空未启用项" },
+      { name: "localModelDefaultModel", label: "本地模型默认模型", value: runtime.local_model?.default_model || "", placeholder: "例如：GLM-5" },
+      { name: "asrHttpBaseUrl", label: "ASR Base URL", value: runtime.asr?.base_url || "", placeholder: "例如：http://192.168.31.18:8088" },
+      { name: "n8nBaseUrl", label: "n8n Base URL", value: runtime.n8n?.base_url || "", placeholder: "例如：http://127.0.0.1:25670" },
+      { name: "cutvideoBaseUrl", label: "cutvideo Base URL", value: runtime.cutvideo?.base_url || "", placeholder: "例如：http://192.168.31.18:7860" },
+      { name: "cutvideoApiKey", label: "cutvideo API Key", value: "", placeholder: "留空则保持当前值" },
+      { name: "huobaoBaseUrl", label: "Huobao Base URL", value: runtime.huobao?.base_url || "", placeholder: "例如：http://127.0.0.1:25678" },
+      { name: "liveRecorderBaseUrl", label: "live_recorder Base URL", value: runtime.live_recorder?.base_url || "", placeholder: "例如：http://192.168.31.188:19106" }
+    ],
+    onSubmit: async (values) => {
+      await storyforgeFetch("/v2/admin/model-access/runtime", {
+        method: "PUT",
+        body: {
+          local_model_base_url: values.localModelBaseUrl || "",
+          local_model_api_key: values.localModelApiKey || "",
+          local_model_default_model: values.localModelDefaultModel || "",
+          asr_http_base_url: values.asrHttpBaseUrl || "",
+          n8n_base_url: values.n8nBaseUrl || "",
+          cutvideo_base_url: values.cutvideoBaseUrl || "",
+          cutvideo_api_key: values.cutvideoApiKey || "",
+          huobao_base_url: values.huobaoBaseUrl || "",
+          live_recorder_base_url: values.liveRecorderBaseUrl || ""
+        }
+      });
+      await loadAgentControlSurfaces(getOneLinerProjectId());
+      rememberAction("运行时接入已保存", "模型与服务运行时地址已经更新。", "green");
+      renderAll();
+      focusAdminModelAccessWorkspace("admin-model-runtime-anchor");
+    }
+  });
+}
+
+function openAdminSystemModelAction(modelId = "") {
+  if (!ensureAdminModelAccess()) return;
+  const current = safeArray(getAdminModelAccessState().system_model_profiles).find((item) => item.id === modelId) || null;
+  openActionModal({
+    title: current ? "编辑系统模型" : "新增系统模型",
+    description: "系统模型用于主 Agent、分析链和系统默认模型入口。管理员修改后，用户可在此基础上再做个人偏好。",
+    submitLabel: current ? "保存系统模型" : "创建系统模型",
+    fields: [
+      { name: "name", label: "名称", value: current?.name || "", placeholder: "例如：系统默认 GPT-5.2" },
+      { name: "provider", label: "提供方", value: current?.provider || "openai_compat", placeholder: "例如：openai_compat / gemini / openai" },
+      { name: "baseUrl", label: "Base URL", value: current?.base_url || "", placeholder: "例如：https://api.openai.com/v1" },
+      { name: "apiKey", label: "API Key", value: "", placeholder: current ? "留空则保持当前 Key" : "输入系统模型 Key" },
+      { name: "modelName", label: "模型名", value: current?.model_name || "", placeholder: "例如：gpt-5.2" },
+      { name: "isDefault", label: "设为系统默认", type: "checkbox", value: Boolean(current?.is_default) }
+    ],
+    onSubmit: async (values) => {
+      const url = current ? `/v2/admin/model-access/system-models/${encodeURIComponent(current.id)}` : "/v2/admin/model-access/system-models";
+      const method = current ? "PUT" : "POST";
+      await storyforgeFetch(url, {
+        method,
+        body: {
+          name: values.name || "",
+          provider: values.provider || "openai_compat",
+          base_url: values.baseUrl || "",
+          api_key: values.apiKey || "",
+          model_name: values.modelName || "",
+          is_default: Boolean(values.isDefault)
+        }
+      });
+      await loadAgentControlSurfaces(getOneLinerProjectId());
+      rememberAction(current ? "系统模型已更新" : "系统模型已创建", `${values.name || values.modelName || "系统模型"} 已保存。`, "green");
+      renderAll();
+      focusAdminModelAccessWorkspace("admin-system-models-anchor");
+    }
+  });
+}
+
+async function openAdminHuobaoConfigAction(serviceType = "video", configId = "") {
+  if (!ensureAdminModelAccess()) return;
+  const normalizedServiceType = String(serviceType || "video").trim() || "video";
+  const existing = safeArray(getAdminModelAccessState().huobao_configs?.[normalizedServiceType]?.items).find((item) => item.id === configId) || null;
+  const providerOptions = getAdminModelProviderOptions(normalizedServiceType);
+  openActionModal({
+    title: existing ? "编辑模型接入配置" : "新增模型接入配置",
+    description: normalizedServiceType === "video"
+      ? "这里维护视频模型与 Seedance / 火山引擎配置。保存后，AI 视频和主 Agent 会直接读取这里的可用配置。"
+      : normalizedServiceType === "image"
+        ? "这里维护图片模型服务配置。"
+        : "这里维护文本大模型服务配置。",
+    submitLabel: existing ? "保存配置" : "创建配置",
+    fields: [
+      { name: "provider", label: "提供方", type: "select", value: existing?.provider || providerOptions[0]?.value || "openai", options: providerOptions },
+      { name: "name", label: "名称", value: existing?.name || "", placeholder: normalizedServiceType === "video" ? "例如：火山 Seedance 2.0" : "例如：系统默认文本模型" },
+      { name: "baseUrl", label: "Base URL", value: existing?.base_url || "", placeholder: "例如：https://ark.cn-beijing.volces.com/api/v3" },
+      { name: "apiKey", label: "API Key", value: "", placeholder: existing ? "留空则保持当前 Key" : "输入对应服务的 API Key" },
+      { name: "modelCsv", label: "模型列表", value: safeArray(existing?.model).join(", "), placeholder: normalizedServiceType === "video" ? "例如：seedance-2.0-pro" : "多个模型用逗号分隔" },
+      { name: "endpoint", label: "调用路径", value: existing?.endpoint || "", placeholder: normalizedServiceType === "video" ? "/chat/completions 或 /videos" : "留空则按服务默认" },
+      { name: "queryEndpoint", label: "异步查询路径", value: existing?.query_endpoint || "", placeholder: "视频任务可填写查询路径" },
+      { name: "priority", label: "优先级", type: "number", value: existing?.priority || 100, min: 0, max: 999 },
+      { name: "isActive", label: "启用配置", type: "checkbox", value: existing ? existing.is_active !== false : true },
+      { name: "settings", label: "附加设置 JSON", type: "textarea", rows: 4, value: existing?.settings || "", placeholder: "{\"timeout\": 120}" }
+    ],
+    onSubmit: async (values) => {
+      const payload = {
+        service_type: normalizedServiceType,
+        provider: values.provider || "",
+        name: values.name || "",
+        base_url: values.baseUrl || "",
+        api_key: values.apiKey || "",
+        model: String(values.modelCsv || "").split(",").map((item) => item.trim()).filter(Boolean),
+        endpoint: values.endpoint || "",
+        query_endpoint: values.queryEndpoint || "",
+        priority: Number(values.priority || 0),
+        is_active: Boolean(values.isActive),
+        settings: values.settings || ""
+      };
+      const url = existing ? `/v2/admin/model-access/huobao-configs/${encodeURIComponent(existing.id)}` : "/v2/admin/model-access/huobao-configs";
+      await storyforgeFetch(url, {
+        method: existing ? "PUT" : "POST",
+        body: payload
+      });
+      await loadAgentControlSurfaces(getOneLinerProjectId());
+      rememberAction(existing ? "模型接入配置已更新" : "模型接入配置已创建", `${values.name || "模型配置"} 已保存。`, "green");
+      renderAll();
+      focusAdminModelAccessWorkspace(`admin-model-${normalizedServiceType}-anchor`);
+    }
+  });
+}
+
+function openAdminHuobaoConfigDeleteAction(serviceType = "video", configId = "") {
+  if (!ensureAdminModelAccess()) return;
+  const normalizedServiceType = String(serviceType || "video").trim() || "video";
+  const existing = safeArray(getAdminModelAccessState().huobao_configs?.[normalizedServiceType]?.items).find((item) => item.id === configId) || null;
+  if (!existing?.id) {
+    rememberAction("没有找到模型配置", "当前配置已经不存在或还没刷新到本地。", "orange");
+    renderAll();
+    return;
+  }
+  openActionModal({
+    title: "删除模型接入配置",
+    description: "删除后，这条配置将不再参与该模型服务的实际调度。",
+    submitLabel: "确认删除",
+    fields: [
+      { type: "html", label: "当前配置", html: `<div class="task-item compact"><h4>${escapeHtml(existing.name || "模型配置")}</h4><p>${escapeHtml(`${existing.provider || "未标记厂商"} · ${(safeArray(existing.model).join(" / ")) || "未配置模型"}`)}</p></div>` }
+    ],
+    onSubmit: async () => {
+      await storyforgeFetch(`/v2/admin/model-access/huobao-configs/${encodeURIComponent(existing.id)}`, { method: "DELETE" });
+      await loadAgentControlSurfaces(getOneLinerProjectId());
+      rememberAction("模型接入配置已删除", `${existing.name || "模型配置"} 已移除。`, "green");
+      renderAll();
+      focusAdminModelAccessWorkspace(`admin-model-${normalizedServiceType}-anchor`);
+    }
+  });
+}
+
 function openUserGlobalPolicyAction() {
   const project = requireSelectedProject();
   const bundle = appState.userGlobalPolicy || {};
@@ -12165,6 +12495,7 @@ function renderAiVideoProviderHintHtml(provider = "doubao") {
         <div class="task-meta">
           <span class="tag ${huobao.videoConfigReady ? "green" : "orange"}">${escapeHtml(configStatus)}</span>
           ${huobao.deploymentLabel ? `<span class="tag">${escapeHtml(`部署：${huobao.deploymentLabel}`)}</span>` : ""}
+          ${isSuperAdmin() ? '<span class="tag clickable-tag" data-action="open-admin-huobao-ai-config" data-service-type="video">打开视频引擎配置</span>' : ""}
           <span class="tag clickable-tag" data-action="focus-huobao-video-config">查看火山配置状态</span>
         </div>
       </div>
@@ -12195,6 +12526,7 @@ function renderAiVideoProviderMemoryHtml(projectId = "", preferences = {}) {
         <div class="task-meta">
           <span class="tag blue">${escapeHtml(providerLabel)}</span>
           ${normalizedModel ? `<span class="tag">${escapeHtml(normalizedModel)}</span>` : ""}
+          ${isSuperAdmin() ? '<span class="tag clickable-tag" data-action="open-admin-huobao-ai-config" data-service-type="video">打开视频引擎配置</span>' : ""}
           <span class="tag clickable-tag" data-action="focus-huobao-video-config">查看火山配置状态</span>
         </div>
       </div>
@@ -12959,8 +13291,33 @@ document.addEventListener("click", async (event) => {
       return;
     }
     if (name === "focus-huobao-video-config") {
-      captureMainAgentLandingContext(action, "goto-automation");
-      focusAutomationHealthWorkspace("integration-huobao-anchor");
+      if (isSuperAdmin()) {
+        captureMainAgentLandingContext(action, "goto-admin-workbench");
+        focusAdminModelAccessWorkspace("admin-model-video-anchor");
+      } else {
+        captureMainAgentLandingContext(action, "goto-automation");
+        focusAutomationHealthWorkspace("integration-huobao-anchor");
+      }
+      return;
+    }
+    if (name === "focus-admin-model-access") {
+      focusAdminModelAccessWorkspace(action.dataset.anchorId || "admin-model-access-anchor");
+      return;
+    }
+    if (name === "open-admin-runtime-config") {
+      openAdminRuntimeConfigAction();
+      return;
+    }
+    if (name === "open-admin-system-model") {
+      openAdminSystemModelAction(action.dataset.modelId || "");
+      return;
+    }
+    if (name === "open-admin-huobao-ai-config") {
+      await openAdminHuobaoConfigAction(action.dataset.serviceType || "video", action.dataset.configId || "");
+      return;
+    }
+    if (name === "delete-admin-huobao-ai-config") {
+      openAdminHuobaoConfigDeleteAction(action.dataset.serviceType || "video", action.dataset.configId || "");
       return;
     }
     if (name === "goto-strategy") {

web/storyforge-web-v4/tests/workbench-pages.test.mjs

@@ -256,12 +256,32 @@ test("discovery, production, and admin screens use page tabs for heavy content",
   assert.match(production, /renderDetailTabs\("productionDetailTab"/);
   assert.match(production, /value: "recorder", label: "视频录制"/);
   assert.match(admin, /renderDetailTabs\("adminWorkbenchTab"/);
+  assert.match(admin, /value: "model_access", label: "模型与接入"/);
+  assert.match(admin, /renderAdminModelAccessPanel\(/);
   assert.match(admin, /renderAdminGovernanceSummaryPanel\(/);
   assert.match(admin, /覆盖与审计/);
   assert.match(strategy, /renderDetailTabs\("strategyDetailTab"/);
   assert.match(strategy, /renderPolicyAuditFeed\(/);
 });
 
+test("admin workbench exposes a dedicated model access workspace and actions", () => {
+  const admin = extractBetween(APP, "function renderAdminModelRuntimePanel()", "function renderDashboardScreen()");
+  const loadControls = extractBetween(APP, "async function loadAgentControlSurfaces(", "async function loadOneLinerMessages(");
+  const clickActions = extractBetween(APP, "document.addEventListener(\"click\", async (event) => {", "document.addEventListener(\"submit\", async (event) => {");
+  assert.match(APP, /adminModelAccess:\s*null/);
+  assert.match(APP, /function focusAdminModelAccessWorkspace\(anchorId = "admin-model-access-anchor"\)/);
+  assert.match(loadControls, /\/v2\/admin\/model-access\/overview/);
+  assert.match(admin, /运行时接入/);
+  assert.match(admin, /系统模型/);
+  assert.match(admin, /视频模型服务/);
+  assert.match(admin, /open-admin-runtime-config/);
+  assert.match(admin, /open-admin-system-model/);
+  assert.match(admin, /open-admin-huobao-ai-config/);
+  assert.match(clickActions, /name === "open-admin-runtime-config"/);
+  assert.match(clickActions, /name === "open-admin-system-model"/);
+  assert.match(clickActions, /name === "open-admin-huobao-ai-config"/);
+});
+
 test("governance and quota panels use real empty-state language instead of backend-sync placeholders", () => {
   const actionRegistry = extractBetween(APP, "function renderOneLinerActionRegistryPanel()", "function renderTenantQuotaPanel()");
   const tenantQuota = extractBetween(APP, "function renderTenantQuotaPanel()", "function policyScopeTagLabel(");
@@ -414,6 +434,14 @@ test("job detail and follow-up flows use direct generate-copy execution and pers
   assert.match(clickActions, /name === "job-to-generate-copy"[\s\S]*runDirectWorkbenchAction\("generate-copy"/);
 });
 
+test("ai video provider hint links super admins into the huobao video config workspace", () => {
+  const hintSource = extractBetween(APP, "function renderAiVideoProviderHintHtml(provider = \"doubao\") {", "function renderAiVideoProviderMemoryHtml(");
+  const clickActions = extractBetween(APP, "document.addEventListener(\"click\", async (event) => {", "document.addEventListener(\"submit\", async (event) => {");
+  assert.match(hintSource, /打开视频引擎配置/);
+  assert.match(hintSource, /focus-huobao-video-config/);
+  assert.match(clickActions, /name === "focus-huobao-video-config"[\s\S]*focusAdminModelAccessWorkspace\("admin-model-video-anchor"\)/);
+});
+
 test("pipeline follow-up tags route source-job actions through direct execute handlers", () => {
   const pipelineGuards = extractBetween(APP, "const PIPELINE_GUARDS = {", "const ONELINER_INTENT_LABELS = {");
   const clickActions = extractBetween(APP, "document.addEventListener(\"click\", async (event) => {", "document.addEventListener(\"submit\", async (event) => {");