From 5f4754718f28230418b23c8f1c689c762b8e7270 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E6=9C=9D=E5=A4=95?= <zhaoxi5699@gmail.com>
Date: Sun, 26 Apr 2026 11:34:46 +0800
Subject: [PATCH] Jules refactor backend and frontend 3736339600030847383 (#33)

* fix: correct actorlist handle in supervisory node and ui form reset (#30)

- Fixed `AttributeError` for `workflow_template_manager` in `SupervisoryNode` by properly unpacking the `.global_state_machine` handle from `ray_actor_hook`.
- Removed overly broad blanket `Exception` swallowing for WebSocket cancellation that caused closed loops in Uvicorn handlers to leak and dump HTTP errors.
- UI: Reset `model_id` to blank whenever a user alters the `Provider Title` to prevent stale incompatible models from breaking submission.

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
Co-authored-by: zhaoxi826 <198742034+zhaoxi826@users.noreply.github.com>

* Fix provider manager and skill settings 17493544742337088454 (#31)

* fix: correct actorlist handle in supervisory node and ui form reset

- Fixed `AttributeError` for `workflow_template_manager` in `SupervisoryNode` by properly unpacking the `.global_state_machine` handle from `ray_actor_hook`.
- Removed overly broad blanket `Exception` swallowing for WebSocket cancellation that caused closed loops in Uvicorn handlers to leak and dump HTTP errors.
- UI: Reset `model_id` to blank whenever a user alters the `Provider Title` to prevent stale incompatible models from breaking submission.

Co-authored-by: zhaoxi826 <198742034+zhaoxi826@users.noreply.github.com>

* fix: dynamically resolve backend urls based on browser window location

- Updated `apiClient.ts` to use a relative base URL (`''`) if `VITE_API_BASE_URL` is omitted, allowing axios to infer the current domain in reverse-proxied environments.
- Updated WebSocket URL generation in `RightPanel.tsx` and `useClusterState.ts` to dynamically calculate protocol (`ws:` vs `wss:`) and host from `window.location`.

Co-authored-by: zhaoxi826 <198742034+zhaoxi826@users.noreply.github.com>

---------

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
Co-authored-by: zhaoxi826 <198742034+zhaoxi826@users.noreply.github.com>

* Refactor GlobalStateMachine/PostgresDatabase reflection, error retry mechanisms, and frontend worker individual UI.

- Replaced dynamic getattr reflection in GlobalStateMachine and PostgresDatabase with explicit wrapper methods to improve stability and avoid Missing Method AttributeErrors.
- Add `get_tool_list` explicit wrapper method resolving runtime crashes.
- Implemented `RetryableError` and `NonRetryableError` base exceptions, wrapping network errors and utilizing custom `@retry_on_retryable_error` decorator on Provider requests instead of Ray actor's unsupported `retry_exceptions`.
- Added exponential backoff algorithms for WebSocket reconnections in the frontend.
- Added strict TypeScript-based schema validation for WorkflowTemplate creation payloads.
- Redesigned the Worker Individual configuration UI into a unified list containing both System Nodes and Custom Workers, supporting Add, Edit, and Delete workflows, and resolving the provider-switching bug.
- Updated unit tests to align with architectural changes.
- Cleaned up temp scripts.

Co-authored-by: zhaoxi826 <198742034+zhaoxi826@users.noreply.github.com>

---------

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
Co-authored-by: zhaoxi826 <198742034+zhaoxi826@users.noreply.github.com>
---
 frontend/src/api/client.ts                    |   6 +-
 .../Agent/WorkerIndividualSettings.tsx        | 552 ++++++++++--------
 frontend/src/components/Chat/RightPanel.tsx   |  64 +-
 .../src/components/Resource/SkillSettings.tsx |   9 +-
 .../Resource/WorkflowTemplateSettings.tsx     |  29 +-
 frontend/src/hooks/useClusterState.ts         |  65 ++-
 frontend/src/types/index.ts                   |  16 +
 pretor/adapter/model_adapter/agent_factory.py |   2 +-
 pretor/api/agent.py                           |  51 +-
 pretor/api/auth.py                            |  10 +-
 pretor/api/cluster.py                         |   7 +-
 pretor/api/platform/frontend.py               |   2 +-
 pretor/api/provider.py                        |   5 +-
 pretor/api/resource.py                        |  12 +-
 pretor/api/workflow.py                        |   7 +-
 pretor/core/database/postgres.py              |  79 ++-
 .../global_state_machine.py                   |  80 ++-
 .../individual_manager.py                     |   2 +-
 .../model_provider/claude_provider.py         |   2 +
 .../model_provider/gemini_provider.py         |   6 +
 .../model_provider/openai_provider.py         |   5 +-
 .../global_state_machine/provider_manager.py  |  13 +-
 .../consciousness_node/consciousness_node.py  |   5 +-
 .../individual/control_node/control_node.py   |   5 +-
 .../supervisory_node/supervisory_node.py      |   7 +-
 pretor/core/workflow/workflow_runner.py       |   1 +
 pretor/utils/check_user/role_check.py         |   3 +-
 pretor/utils/error.py                         |  10 +-
 pretor/utils/get_tool.py                      |   2 +-
 pretor/utils/retry.py                         |  31 +
 pretor/worker_individual/worker_cluster.py    |   3 +-
 pretor/worker_individual/worker_individual.py |   2 +-
 .../model_adapter/agent_factory_test.py       |   8 +-
 tests/core/database/postgres_test.py          |  11 +-
 .../global_state_machine_test.py              |  33 +-
 .../model_provider/claude_provider_test.py    |   2 +-
 .../model_provider/gemini_provider_test.py    |   2 +-
 .../model_provider/openai_provider_test.py    |  10 +-
 .../provider_manager_test.py                  |   3 +-
 tests/core/workflow/workflow_runner_test.py   |   8 +-
 40 files changed, 741 insertions(+), 429 deletions(-)
 create mode 100644 pretor/utils/retry.py

diff --git a/frontend/src/api/client.ts b/frontend/src/api/client.ts
index 7c13b50..b82b652 100644
--- a/frontend/src/api/client.ts
+++ b/frontend/src/api/client.ts
@@ -1,9 +1,9 @@
 import axios from 'axios';
 
-// The base URL should typically come from an environment variable in a real app,
-// but for development we can default to localhost.
+// The base URL should typically come from an environment variable in a real app.
+// If missing, defaulting to '' means requests will be relative to the current browser origin.
 export const apiClient = axios.create({
-  baseURL: import.meta.env.VITE_API_BASE_URL || 'http://localhost:8000',
+  baseURL: import.meta.env.VITE_API_BASE_URL || '',
   timeout: 10000,
   headers: {
     'Content-Type': 'application/json',
diff --git a/frontend/src/components/Agent/WorkerIndividualSettings.tsx b/frontend/src/components/Agent/WorkerIndividualSettings.tsx
index c394e07..f6ed75c 100644
--- a/frontend/src/components/Agent/WorkerIndividualSettings.tsx
+++ b/frontend/src/components/Agent/WorkerIndividualSettings.tsx
@@ -1,285 +1,331 @@
 import { useState, useEffect } from 'react';
 import apiClient from '../../api/client';
-import { Bot, Save } from 'lucide-react';
+import { Save, Plus, Edit2, Trash2, X } from 'lucide-react';
 import type { Provider } from '../../types';
 
-function WorkerIndividualForm({ providers }: { providers: Provider[] }) {
-  const [formData, setFormData] = useState({
-    agent_name: '',
-    agent_type: 'OrdinaryIndividual',
-    description: '',
-    provider_title: providers.length > 0 ? providers[0].provider_title : '',
-    model_id: '',
-    system_prompt: '',
-    output_template: '{}',
-    bound_skill: '{}',
-    workspace: '[]'
-  });
-  const [loading, setLoading] = useState(false);
-  const [message, setMessage] = useState('');
-
-  // Update initial provider_title when providers load
-  useEffect(() => {
-    if (providers.length > 0 && !formData.provider_title) {
-      setFormData(prev => ({ ...prev, provider_title: providers[0].provider_title }));
-    }
-  }, [providers, formData.provider_title]);
-
-  const handleChange = (e: React.ChangeEvent<HTMLInputElement | HTMLSelectElement | HTMLTextAreaElement>) => {
-    setFormData({ ...formData, [e.target.name]: e.target.value });
-  };
-
-  const handleSubmit = async (e: React.FormEvent) => {
-    e.preventDefault();
-    setLoading(true);
-    setMessage('');
-    try {
-      const payload = {
-        ...formData,
-        output_template: JSON.parse(formData.output_template),
-        bound_skill: JSON.parse(formData.bound_skill),
-        workspace: JSON.parse(formData.workspace)
-      };
-      await apiClient.post('/api/v1/agent/worker', payload);
-      setMessage('Successfully created worker individual');
-      setFormData({
-        agent_name: '',
-        agent_type: 'OrdinaryIndividual',
-        description: '',
-        provider_title: '',
-        model_id: '',
-        system_prompt: '',
-        output_template: '{}',
-        bound_skill: '{}',
-        workspace: '[]'
-      });
-    } catch (err: any) {
-      console.error(err);
-      setMessage(err.response?.data?.detail || 'Failed to create worker individual. Ensure JSON fields are valid.');
-    } finally {
-      setLoading(false);
-    }
-  };
-
-  return (
-    <form onSubmit={handleSubmit} className="space-y-4">
-      <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
-        <div>
-          <label className="block text-sm font-medium text-slate-700 mb-1">Agent Name</label>
-          <input required type="text" name="agent_name" value={formData.agent_name} onChange={handleChange} className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500" />
-        </div>
-        <div>
-          <label className="block text-sm font-medium text-slate-700 mb-1">Agent Type</label>
-          <select name="agent_type" value={formData.agent_type} onChange={handleChange} className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500">
-            <option value="OrdinaryIndividual">OrdinaryIndividual</option>
-            <option value="SkillIndividual">SkillIndividual</option>
-            <option value="SpecialIndividual">SpecialIndividual</option>
-          </select>
-        </div>
-        <div>
-          <label className="block text-sm font-medium text-slate-700 mb-1">Description</label>
-          <input required type="text" name="description" value={formData.description} onChange={handleChange} className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500" />
-        </div>
-        <div>
-          <label className="block text-sm font-medium text-slate-700 mb-1">Provider Title</label>
-          <select
-            required
-            name="provider_title"
-            value={formData.provider_title}
-            onChange={handleChange}
-            className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500"
-          >
-            {providers.length === 0 ? (
-              <option value="" disabled>No providers available. Create one first.</option>
-            ) : (
-              providers.map((p) => (
-                <option key={p.provider_title} value={p.provider_title}>
-                  {p.provider_title}
-                </option>
-              ))
-            )}
-          </select>
-        </div>
-        <div>
-          <label className="block text-sm font-medium text-slate-700 mb-1">Model ID</label>
-          <input required type="text" name="model_id" value={formData.model_id} onChange={handleChange} className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500" />
-        </div>
-        <div className="md:col-span-2">
-          <label className="block text-sm font-medium text-slate-700 mb-1">System Prompt</label>
-          <textarea required name="system_prompt" value={formData.system_prompt} onChange={handleChange} rows={3} className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500" />
-        </div>
-        <div>
-          <label className="block text-sm font-medium text-slate-700 mb-1">Output Template (JSON dict)</label>
-          <input required type="text" name="output_template" value={formData.output_template} onChange={handleChange} className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500 font-mono text-sm" />
-        </div>
-        <div>
-          <label className="block text-sm font-medium text-slate-700 mb-1">Bound Skill (JSON dict)</label>
-          <input required type="text" name="bound_skill" value={formData.bound_skill} onChange={handleChange} className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500 font-mono text-sm" />
-        </div>
-        <div>
-          <label className="block text-sm font-medium text-slate-700 mb-1">Workspace (JSON list)</label>
-          <input required type="text" name="workspace" value={formData.workspace} onChange={handleChange} className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500 font-mono text-sm" />
-        </div>
-      </div>
-
-      {message && (
-        <div className={`p-3 rounded-lg text-sm ${message.includes('Success') ? 'bg-green-50 text-green-700' : 'bg-red-50 text-red-700'}`}>
-          {message}
-        </div>
-      )}
-
-      <div className="flex justify-end pt-2">
-        <button type="submit" disabled={loading} className="flex items-center space-x-2 px-4 py-2 bg-indigo-600 text-white rounded-lg hover:bg-indigo-700 transition-colors disabled:opacity-50">
-          <Save size={16} />
-          <span>{loading ? 'Creating...' : 'Create Worker'}</span>
-        </button>
-      </div>
-    </form>
-  );
+interface WorkerIndividual {
+  agent_id: string;
+  agent_name: string;
+  agent_type: string;
+  description?: string;
+  provider_title: string;
+  model_id: string;
+  system_prompt?: string;
+  output_template?: string; // Change to string for the form state
+  bound_skill?: string;     // Change to string for the form state
+  workspace?: string;       // Change to string for the form state
 }
 
 export function WorkerIndividualSettings() {
-  const [nodeType, setNodeType] = useState('supervisory_node');
-  const [providerTitle, setProviderTitle] = useState('');
-  const [modelId, setModelId] = useState('');
-  const [loading, setLoading] = useState(false);
-  const [message, setMessage] = useState('');
   const [providers, setProviders] = useState<Provider[]>([]);
+  const [workers, setWorkers] = useState<WorkerIndividual[]>([]);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState('');
 
-  useEffect(() => {
-    const fetchProviders = async () => {
-      try {
-        const response = await apiClient.get('/api/v1/provider/list');
-        const data = response.data.provider_list || {};
-        const providerArray: Provider[] = Object.values(data);
-        setProviders(providerArray);
-        if (providerArray.length > 0) {
-          setProviderTitle(providerArray[0].provider_title);
-        }
-      } catch (error) {
-        console.error("Failed to fetch providers", error);
-        setProviders([]);
-      }
-    };
-    fetchProviders();
-  }, []);
+  const [isEditing, setIsEditing] = useState(false);
+  const [editData, setEditData] = useState<Partial<WorkerIndividual>>({});
+  const [isNew, setIsNew] = useState(false);
 
-  const handleCreateNode = async (e: React.FormEvent) => {
-    e.preventDefault();
+  const [modalMessage, setModalMessage] = useState('');
+
+  const fetchData = async () => {
     setLoading(true);
-    setMessage('');
     try {
-      await apiClient.post('/api/v1/agent', {
-        provider_title: providerTitle,
-        model_id: modelId,
-        individual_name: nodeType
-      });
-      setMessage(`Successfully loaded ${nodeType}`);
-      setProviderTitle('');
-      setModelId('');
+      const [provRes, workRes] = await Promise.all([
+        apiClient.get('/api/v1/provider/list'),
+        apiClient.get('/api/v1/agent/worker')
+      ]);
+      setProviders(Object.values(provRes.data.provider_list || {}));
+      setWorkers(workRes.data.workers || []);
     } catch (err: any) {
       console.error(err);
-      setMessage(err.response?.data?.detail || 'Failed to load agent node');
+      setError('Failed to load data');
     } finally {
       setLoading(false);
     }
   };
 
+  useEffect(() => {
+    fetchData();
+  }, []);
+
+  const handleEdit = (worker: any) => { // Accept the backend object which might have objects instead of strings
+    setEditData({
+      ...worker,
+      output_template: typeof worker.output_template === 'string' ? worker.output_template : JSON.stringify(worker.output_template || {}),
+      bound_skill: typeof worker.bound_skill === 'string' ? worker.bound_skill : JSON.stringify(worker.bound_skill || {}),
+      workspace: typeof worker.workspace === 'string' ? worker.workspace : JSON.stringify(worker.workspace || [])
+    });
+    setIsNew(false);
+    setIsEditing(true);
+    setModalMessage('');
+  };
+
+  const handleAddNew = () => {
+    setEditData({
+      agent_name: '',
+      agent_type: 'OrdinaryIndividual',
+      description: '',
+      provider_title: providers.length > 0 ? providers[0].provider_title : '',
+      model_id: '',
+      system_prompt: '',
+      output_template: '{}',
+      bound_skill: '{}',
+      workspace: '[]'
+    });
+    setIsNew(true);
+    setIsEditing(true);
+    setModalMessage('');
+  };
+
+  const handleDelete = async (agent_id: string) => {
+    if (!confirm('Are you sure you want to delete this agent?')) return;
+    try {
+      await apiClient.delete(`/api/v1/agent/worker/${agent_id}`);
+      fetchData();
+    } catch (err: any) {
+      console.error(err);
+      alert('Failed to delete agent');
+    }
+  };
+
+  const handleModalSave = async (e: React.FormEvent) => {
+    e.preventDefault();
+    setModalMessage('');
+    try {
+      const payload = {
+        ...editData,
+        output_template: JSON.parse(editData.output_template || '{}'),
+        bound_skill: JSON.parse(editData.bound_skill || '{}'),
+        workspace: JSON.parse(editData.workspace || '[]')
+      };
+
+      if (isNew) {
+        await apiClient.post('/api/v1/agent/worker', payload);
+      } else {
+        await apiClient.put(`/api/v1/agent/worker/${editData.agent_id}`, payload);
+      }
+
+      setIsEditing(false);
+      fetchData();
+    } catch (err: any) {
+      console.error(err);
+      setModalMessage(err.response?.data?.detail || err.message || 'Failed to save');
+    }
+  };
+
   return (
-    <div className="max-w-4xl space-y-6">
-      <div className="mb-8">
-        <h1 className="text-2xl font-bold text-slate-800">Worker Individual Settings</h1>
-        <p className="text-slate-500 mt-1">Configure your system agents and custom workers.</p>
+    <div className="max-w-5xl space-y-6 relative">
+      <div className="mb-8 flex justify-between items-end">
+        <div>
+          <h1 className="text-2xl font-bold text-slate-800">Worker Individuals</h1>
+          <p className="text-slate-500 mt-1">Manage all system nodes and custom workers.</p>
+        </div>
+        <button
+          onClick={handleAddNew}
+          className="flex items-center px-4 py-2 bg-indigo-600 text-white rounded-lg hover:bg-indigo-700 transition-colors"
+        >
+          <Plus size={16} className="mr-2" />
+          Add Worker
+        </button>
       </div>
 
+      {error && <div className="text-red-600">{error}</div>}
+
       <div className="bg-white rounded-xl shadow-sm border border-slate-200 overflow-hidden">
-        <div className="p-6 border-b border-slate-100 flex items-center justify-between">
-          <div className="flex items-center space-x-3">
-            <div className="w-10 h-10 bg-indigo-50 text-indigo-600 rounded-lg flex items-center justify-center">
-              <Bot size={20} />
-            </div>
-            <div>
-              <h2 className="text-lg font-semibold text-slate-800">System Nodes</h2>
-              <p className="text-sm text-slate-500">Initialize core system agents</p>
-            </div>
-          </div>
+        <div className="p-0">
+          {loading ? (
+            <div className="p-6 text-slate-500">Loading...</div>
+          ) : workers.length === 0 ? (
+            <div className="p-6 text-slate-500">No workers found.</div>
+          ) : (
+            <table className="w-full text-left border-collapse">
+              <thead>
+                <tr className="bg-slate-50 border-b border-slate-200 text-slate-600 text-sm">
+                  <th className="p-4 font-semibold">Name</th>
+                  <th className="p-4 font-semibold">Type</th>
+                  <th className="p-4 font-semibold">Provider / Model ID</th>
+                  <th className="p-4 font-semibold text-right">Actions</th>
+                </tr>
+              </thead>
+              <tbody>
+                {workers.map((w) => (
+                  <tr key={w.agent_id} className="border-b border-slate-100 hover:bg-slate-50 transition-colors">
+                    <td className="p-4 font-medium text-slate-800">{w.agent_name}</td>
+                    <td className="p-4 text-slate-600">
+                      <span className="px-2 py-1 bg-slate-100 rounded text-xs">{w.agent_type}</span>
+                    </td>
+                    <td className="p-4 text-slate-600 text-sm">
+                      {w.provider_title} <span className="text-slate-400">/</span> {w.model_id}
+                    </td>
+                    <td className="p-4 text-right space-x-2">
+                      <button onClick={() => handleEdit(w)} className="p-2 text-indigo-600 hover:bg-indigo-50 rounded-lg transition-colors" title="Edit">
+                        <Edit2 size={16} />
+                      </button>
+                      <button onClick={() => handleDelete(w.agent_id)} className="p-2 text-red-600 hover:bg-red-50 rounded-lg transition-colors" title="Delete">
+                        <Trash2 size={16} />
+                      </button>
+                    </td>
+                  </tr>
+                ))}
+              </tbody>
+            </table>
+          )}
         </div>
-        <div className="p-6">
-          <form onSubmit={handleCreateNode} className="space-y-4">
-            <div className="grid grid-cols-1 md:grid-cols-3 gap-4">
-              <div>
-                <label className="block text-sm font-medium text-slate-700 mb-1">Node Type</label>
-                <select
-                  value={nodeType}
-                  onChange={(e) => setNodeType(e.target.value)}
-                  className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500"
-                >
-                  <option value="supervisory_node">Supervisory Node</option>
-                  <option value="consciousness_node">Consciousness Node</option>
-                  <option value="control_node">Control Node</option>
-                </select>
-              </div>
-              <div>
-                <label className="block text-sm font-medium text-slate-700 mb-1">Provider Title</label>
-                <select
-                  value={providerTitle}
-                  onChange={(e) => setProviderTitle(e.target.value)}
-                  required
-                  className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500"
-                >
-                  {providers.length === 0 ? (
-                    <option value="" disabled>No providers available. Create one first.</option>
-                  ) : (
-                    providers.map((p) => (
-                      <option key={p.provider_title} value={p.provider_title}>
-                        {p.provider_title}
-                      </option>
-                    ))
-                  )}
-                </select>
-              </div>
-              <div>
-                <label className="block text-sm font-medium text-slate-700 mb-1">Model ID</label>
-                <input
-                  type="text"
-                  value={modelId}
-                  onChange={(e) => setModelId(e.target.value)}
-                  placeholder="e.g. gpt-4"
-                  required
-                  className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:outline-none focus:ring-2 focus:ring-indigo-500"
-                />
-              </div>
-            </div>
+      </div>
 
-            {message && (
-              <div className={`p-3 rounded-lg text-sm ${message.includes('Success') ? 'bg-green-50 text-green-700' : 'bg-red-50 text-red-700'}`}>
-                {message}
-              </div>
-            )}
-
-            <div className="flex justify-end">
-              <button
-                type="submit"
-                disabled={loading}
-                className="flex items-center space-x-2 px-4 py-2 bg-indigo-600 text-white rounded-lg hover:bg-indigo-700 transition-colors disabled:opacity-50"
-              >
-                <Save size={16} />
-                <span>{loading ? 'Saving...' : 'Load Node'}</span>
+      {/* Edit/Create Modal */}
+      {isEditing && (
+        <div className="fixed inset-0 bg-black/50 z-50 flex items-center justify-center p-4">
+          <div className="bg-white rounded-xl shadow-xl w-full max-w-2xl max-h-[90vh] overflow-y-auto">
+            <div className="flex justify-between items-center p-6 border-b border-slate-100 sticky top-0 bg-white z-10">
+              <h2 className="text-xl font-bold text-slate-800">{isNew ? 'Create Worker' : 'Edit Worker'}</h2>
+              <button onClick={() => setIsEditing(false)} className="text-slate-400 hover:text-slate-600">
+                <X size={24} />
               </button>
             </div>
-          </form>
-        </div>
-      </div>
 
-      <div className="bg-white rounded-xl shadow-sm border border-slate-200 overflow-hidden">
-        <div className="p-6 border-b border-slate-100">
-          <h2 className="text-lg font-semibold text-slate-800">Create Worker Individual</h2>
-          <p className="text-sm text-slate-500">Add a new custom worker to the system.</p>
+            <form onSubmit={handleModalSave} className="p-6 space-y-4">
+              <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
+                <div>
+                  <label className="block text-sm font-medium text-slate-700 mb-1">Agent Name</label>
+                  <input
+                    type="text"
+                    required
+                    value={editData.agent_name || ''}
+                    onChange={(e) => setEditData({...editData, agent_name: e.target.value})}
+                    className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500"
+                  />
+                </div>
+                <div>
+                  <label className="block text-sm font-medium text-slate-700 mb-1">Agent Type</label>
+                  <select
+                    value={editData.agent_type || 'OrdinaryIndividual'}
+                    onChange={(e) => setEditData({...editData, agent_type: e.target.value})}
+                    className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500"
+                  >
+                    <option value="supervisory_node">Supervisory Node</option>
+                    <option value="consciousness_node">Consciousness Node</option>
+                    <option value="control_node">Control Node</option>
+                    <option value="OrdinaryIndividual">Ordinary Individual</option>
+                    <option value="SkillIndividual">Skill Individual</option>
+                    <option value="SpecialIndividual">Special Individual</option>
+                  </select>
+                </div>
+              </div>
+
+              <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
+                <div>
+                  <label className="block text-sm font-medium text-slate-700 mb-1">Provider Title</label>
+                  <select
+                    value={editData.provider_title || ''}
+                    onChange={(e) => setEditData({...editData, provider_title: e.target.value, model_id: ''})}
+                    required
+                    className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500"
+                  >
+                    <option value="" disabled>Select Provider</option>
+                    {providers.map((p) => (
+                      <option key={p.provider_title} value={p.provider_title}>{p.provider_title}</option>
+                    ))}
+                  </select>
+                </div>
+                <div>
+                  <label className="block text-sm font-medium text-slate-700 mb-1">Model ID</label>
+                  {(() => {
+                    const selectedProvider = providers.find(p => p.provider_title === editData.provider_title);
+                    const models = selectedProvider?.provider_models || [];
+                    return (
+                      <select
+                        value={editData.model_id || ''}
+                        onChange={(e) => setEditData({...editData, model_id: e.target.value})}
+                        required
+                        className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500"
+                      >
+                        <option value="" disabled>Select a model</option>
+                        {models.map(m => <option key={m} value={m}>{m}</option>)}
+                      </select>
+                    );
+                  })()}
+                </div>
+              </div>
+
+              <div>
+                <label className="block text-sm font-medium text-slate-700 mb-1">Description</label>
+                <textarea
+                  value={editData.description || ''}
+                  onChange={(e) => setEditData({...editData, description: e.target.value})}
+                  rows={2}
+                  className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500"
+                />
+              </div>
+
+              <div>
+                <label className="block text-sm font-medium text-slate-700 mb-1">System Prompt</label>
+                <textarea
+                  value={editData.system_prompt || ''}
+                  onChange={(e) => setEditData({...editData, system_prompt: e.target.value})}
+                  rows={3}
+                  className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500 font-mono text-sm"
+                />
+              </div>
+
+              <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
+                <div>
+                  <label className="block text-sm font-medium text-slate-700 mb-1">Output Template (JSON)</label>
+                  <textarea
+                    value={editData.output_template || '{}'}
+                    onChange={(e) => setEditData({...editData, output_template: e.target.value})}
+                    rows={3}
+                    className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500 font-mono text-sm"
+                  />
+                </div>
+                <div>
+                  <label className="block text-sm font-medium text-slate-700 mb-1">Bound Skill (JSON)</label>
+                  <textarea
+                    value={editData.bound_skill || '{}'}
+                    onChange={(e) => setEditData({...editData, bound_skill: e.target.value})}
+                    rows={3}
+                    className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500 font-mono text-sm"
+                  />
+                </div>
+              </div>
+
+              <div>
+                <label className="block text-sm font-medium text-slate-700 mb-1">Workspace (JSON Array)</label>
+                <textarea
+                  value={editData.workspace || '[]'}
+                  onChange={(e) => setEditData({...editData, workspace: e.target.value})}
+                  rows={2}
+                  className="w-full px-4 py-2 border border-slate-200 rounded-lg focus:ring-2 focus:ring-indigo-500 font-mono text-sm"
+                />
+              </div>
+
+              {modalMessage && (
+                <div className="p-3 bg-red-50 text-red-700 text-sm rounded-lg">
+                  {modalMessage}
+                </div>
+              )}
+
+              <div className="pt-4 flex justify-end space-x-3 border-t border-slate-100">
+                <button
+                  type="button"
+                  onClick={() => setIsEditing(false)}
+                  className="px-4 py-2 text-slate-600 hover:bg-slate-100 rounded-lg transition-colors"
+                >
+                  Cancel
+                </button>
+                <button
+                  type="submit"
+                  className="flex items-center px-4 py-2 bg-indigo-600 text-white rounded-lg hover:bg-indigo-700 transition-colors"
+                >
+                  <Save size={16} className="mr-2" />
+                  Save Worker
+                </button>
+              </div>
+            </form>
+          </div>
         </div>
-        <div className="p-6">
-          <WorkerIndividualForm providers={providers} />
-        </div>
-      </div>
+      )}
     </div>
   );
 }
diff --git a/frontend/src/components/Chat/RightPanel.tsx b/frontend/src/components/Chat/RightPanel.tsx
index c8f000e..19374ce 100644
--- a/frontend/src/components/Chat/RightPanel.tsx
+++ b/frontend/src/components/Chat/RightPanel.tsx
@@ -16,33 +16,57 @@ export function RightPanel({ selectedWorkflow }: RightPanelProps) {
       return;
     }
 
-    const wsBase = import.meta.env.VITE_API_BASE_URL
-      ? import.meta.env.VITE_API_BASE_URL.replace('http', 'ws')
-      : `ws://localhost:8000`;
+    let ws: WebSocket | null = null;
+    let reconnectTimeout: ReturnType<typeof setTimeout>;
+    let retryCount = 0;
+    const maxRetryCount = 10;
+    const baseDelay = 1000;
 
-    // Using the workflow router WS endpoint
-    const ws = new WebSocket(`${wsBase}/api/v1/workflow/ws/${selectedWorkflow}`);
+    const connect = () => {
+      const protocol = window.location.protocol === 'https:' ? 'wss:' : 'ws:';
+      const host = window.location.host;
 
-    ws.onopen = () => {
-      setIsConnected(true);
+      const wsBase = import.meta.env.VITE_API_BASE_URL
+        ? import.meta.env.VITE_API_BASE_URL.replace(/^http/, 'ws')
+        : `${protocol}//${host}`;
 
-      setMessages([]); // clear previous traces
+      // Using the workflow router WS endpoint
+      ws = new WebSocket(`${wsBase}/api/v1/workflow/ws/${selectedWorkflow}`);
+
+      ws.onopen = () => {
+        setIsConnected(true);
+        retryCount = 0; // reset on successful connection
+        setMessages([]); // clear previous traces
+      };
+
+      ws.onmessage = (event) => {
+        try {
+          setMessages(prev => [...prev, event.data]);
+        } catch (e) {
+          console.error("Error receiving workflow websocket message", e);
+        }
+      };
+
+      ws.onclose = () => {
+        setIsConnected(false);
+        if (retryCount < maxRetryCount) {
+          const delay = baseDelay * Math.pow(2, retryCount);
+          retryCount++;
+          console.log(`WebSocket closed. Reconnecting in ${delay}ms... (Attempt ${retryCount})`);
+          reconnectTimeout = setTimeout(connect, delay);
+        } else {
+          console.error("Max WebSocket reconnect attempts reached.");
+        }
+      };
     };
 
-    ws.onmessage = (event) => {
-      try {
-        setMessages(prev => [...prev, event.data]);
-      } catch (e) {
-        console.error("Error receiving workflow websocket message", e);
-      }
-    };
-
-    ws.onclose = () => {
-      setIsConnected(false);
-    };
+    connect();
 
     return () => {
-      ws.close();
+      clearTimeout(reconnectTimeout);
+      if (ws) {
+        ws.close();
+      }
     };
   }, [selectedWorkflow]);
 
diff --git a/frontend/src/components/Resource/SkillSettings.tsx b/frontend/src/components/Resource/SkillSettings.tsx
index d5cdf0f..bb11fca 100644
--- a/frontend/src/components/Resource/SkillSettings.tsx
+++ b/frontend/src/components/Resource/SkillSettings.tsx
@@ -15,7 +15,14 @@ export function SkillSettings() {
     setLoading(true);
     try {
       const response = await apiClient.get('/api/v1/resource/skill');
-      setSkills(response.data.skills || []);
+      const skillsData = response.data.skills || {};
+      // skillsData might be an object mapping skill names to their details, or it might be an array in some versions.
+      // We ensure it is an array of strings (skill names)
+      if (Array.isArray(skillsData)) {
+        setSkills(skillsData);
+      } else {
+        setSkills(Object.keys(skillsData));
+      }
     } catch (err) {
       console.error('Failed to fetch skills:', err);
     } finally {
diff --git a/frontend/src/components/Resource/WorkflowTemplateSettings.tsx b/frontend/src/components/Resource/WorkflowTemplateSettings.tsx
index 3c259fa..8799c5f 100644
--- a/frontend/src/components/Resource/WorkflowTemplateSettings.tsx
+++ b/frontend/src/components/Resource/WorkflowTemplateSettings.tsx
@@ -2,19 +2,27 @@ import { useState, useEffect } from 'react';
 import apiClient from '../../api/client';
 import { FileCode, Trash2, Plus, LayoutTemplate } from 'lucide-react';
 
-interface WorkflowTemplate {
-  name: string;
-  [key: string]: any;
-}
+import type { WorkflowTemplate as ParsedWorkflowTemplate } from '../../types';
 
 export function WorkflowTemplateSettings() {
-  const [templates, setTemplates] = useState<Record<string, WorkflowTemplate>>({});
+  const [templates, setTemplates] = useState<Record<string, ParsedWorkflowTemplate>>({});
   const [loading, setLoading] = useState(true);
-  const [templateJson, setTemplateJson] = useState('{\n  "name": "my_template"\n}');
+  const [templateJson, setTemplateJson] = useState('{\n  "name": "my_template",\n  "steps": [\n    {\n      "name": "step1",\n      "actor": "actor_name"\n    }\n  ]\n}');
   const [creating, setCreating] = useState(false);
   const [message, setMessage] = useState('');
   const [error, setError] = useState('');
 
+  const validateTemplate = (data: any): data is ParsedWorkflowTemplate => {
+    if (!data || typeof data !== 'object') return false;
+    if (typeof data.name !== 'string') return false;
+    if (!Array.isArray(data.steps)) return false;
+    for (const step of data.steps) {
+      if (typeof step.name !== 'string') return false;
+      if (typeof step.actor !== 'string') return false;
+    }
+    return true;
+  };
+
   const fetchTemplates = async () => {
     setLoading(true);
     try {
@@ -39,16 +47,21 @@ export function WorkflowTemplateSettings() {
 
     try {
       const parsedJson = JSON.parse(templateJson);
+
+      if (!validateTemplate(parsedJson)) {
+        throw new Error('JSON structure does not match WorkflowTemplate schema (requires name and steps array with name and actor).');
+      }
+
       await apiClient.post('/api/v1/resource/workflow_template', parsedJson);
       setMessage('Workflow template created successfully');
-      setTemplateJson('{\n  "name": "my_template"\n}');
+      setTemplateJson('{\n  "name": "my_template",\n  "steps": []\n}');
       fetchTemplates();
     } catch (err: any) {
       console.error(err);
       if (err instanceof SyntaxError) {
         setError('Invalid JSON format');
       } else {
-        setError(err.response?.data?.message || 'Failed to create workflow template');
+        setError(err.message || err.response?.data?.message || 'Failed to create workflow template');
       }
     } finally {
       setCreating(false);
diff --git a/frontend/src/hooks/useClusterState.ts b/frontend/src/hooks/useClusterState.ts
index d028a2c..8395beb 100644
--- a/frontend/src/hooks/useClusterState.ts
+++ b/frontend/src/hooks/useClusterState.ts
@@ -6,34 +6,59 @@ export function useClusterState() {
   const [isConnected, setIsConnected] = useState(false);
 
   useEffect(() => {
-    // Determine WS URL based on API base URL or window location
-    const wsBase = import.meta.env.VITE_API_BASE_URL
-      ? import.meta.env.VITE_API_BASE_URL.replace('http', 'ws')
-      : `ws://localhost:8000`;
+    let ws: WebSocket | null = null;
+    let reconnectTimeout: ReturnType<typeof setTimeout>;
+    let retryCount = 0;
+    const maxRetryCount = 10;
+    const baseDelay = 1000;
 
-    const ws = new WebSocket(`${wsBase}/api/v1/cluster/ws/state`);
+    const connect = () => {
+      // Determine WS URL based on API base URL or window location
+      const protocol = window.location.protocol === 'https:' ? 'wss:' : 'ws:';
+      const host = window.location.host;
 
-    ws.onopen = () => {
-      setIsConnected(true);
-    };
+      const wsBase = import.meta.env.VITE_API_BASE_URL
+        ? import.meta.env.VITE_API_BASE_URL.replace(/^http/, 'ws')
+        : `${protocol}//${host}`;
 
-    ws.onmessage = (event) => {
-      try {
-        const data = JSON.parse(event.data);
-        if (Array.isArray(data)) {
-          setNodes(data);
+      ws = new WebSocket(`${wsBase}/api/v1/cluster/ws/state`);
+
+      ws.onopen = () => {
+        setIsConnected(true);
+        retryCount = 0; // Reset retry count on successful connection
+      };
+
+      ws.onmessage = (event) => {
+        try {
+          const data = JSON.parse(event.data);
+          if (Array.isArray(data)) {
+            setNodes(data);
+          }
+        } catch (e) {
+          console.error("Error parsing cluster state websocket message", e);
         }
-      } catch (e) {
-        console.error("Error parsing cluster state websocket message", e);
-      }
+      };
+
+      ws.onclose = () => {
+        setIsConnected(false);
+        if (retryCount < maxRetryCount) {
+          const delay = baseDelay * Math.pow(2, retryCount);
+          retryCount++;
+          console.log(`WebSocket closed. Reconnecting in ${delay}ms... (Attempt ${retryCount})`);
+          reconnectTimeout = setTimeout(connect, delay);
+        } else {
+          console.error("Max WebSocket reconnect attempts reached.");
+        }
+      };
     };
 
-    ws.onclose = () => {
-      setIsConnected(false);
-    };
+    connect();
 
     return () => {
-      ws.close();
+      clearTimeout(reconnectTimeout);
+      if (ws) {
+        ws.close();
+      }
     };
   }, []);
 
diff --git a/frontend/src/types/index.ts b/frontend/src/types/index.ts
index df0dc97..7b57e59 100644
--- a/frontend/src/types/index.ts
+++ b/frontend/src/types/index.ts
@@ -18,6 +18,7 @@ export interface Provider {
   provider_title: string;
   provider_url?: string;
   provider_owner?: string;
+  provider_models?: string[];
   // Based on your UI needs we might infer some local status fields
   status?: string;
   model?: string;
@@ -65,3 +66,18 @@ export interface Workflow {
   workflow_title: string;
   status?: string;
 }
+
+// Workflow Template Validation
+export interface WorkStep {
+  name: string;
+  desc?: string;
+  actor: string; // the name of the worker individual
+  inputs?: string[];
+  outputs?: string[];
+}
+
+export interface WorkflowTemplate {
+  name: string;
+  desc?: string;
+  steps: WorkStep[];
+}
diff --git a/pretor/adapter/model_adapter/agent_factory.py b/pretor/adapter/model_adapter/agent_factory.py
index c18347f..0de7de0 100644
--- a/pretor/adapter/model_adapter/agent_factory.py
+++ b/pretor/adapter/model_adapter/agent_factory.py
@@ -53,7 +53,7 @@ class AgentFactory:
         if provider.provider_type not in self._models_mapping:
             raise ValueError(f"不支持的协议类型: {provider.provider_type}")
         model_class, provider_class = self._models_mapping[provider.provider_type]
-        model = model_class(model_id, provider_class(api_key=provider.api_key, url=provider.url))
+        model = model_class(model_id, provider=provider_class(api_key=provider.provider_apikey, base_url=provider.provider_url))
         agent = Agent(model=model,
                       name=agent_name,
                       system_prompt=system_prompt,
diff --git a/pretor/api/agent.py b/pretor/api/agent.py
index b7ab308..51750bb 100644
--- a/pretor/api/agent.py
+++ b/pretor/api/agent.py
@@ -43,18 +43,21 @@ async def load_agent(agent_register: Union[AgentRegister, AgentLocalRegister],
         pass
 
     elif isinstance(agent_register, AgentRegister):
-        match agent_register.individual_name:
-            case "supervisory_node":
-                node = ray_actor_hook("supervisory_node").supervisory_node
-                node.create_agent.remote(global_state_machine,agent_register.provider_title,agent_register.model_id)
-            case "consciousness_node":
-                node = ray_actor_hook("consciousness_node").consciousness_node
-                node.create_agent.remote(global_state_machine,agent_register.provider_title,agent_register.model_id)
-            case "control_node":
-                node = ray_actor_hook("control_node").control_node
-                node.create_agent.remote(global_state_machine,agent_register.provider_title,agent_register.model_id)
-            case _:
-                pass
+        try:
+            match agent_register.individual_name:
+                case "supervisory_node":
+                    node = ray_actor_hook("supervisory_node").supervisory_node
+                    await node.create_agent.remote(global_state_machine,agent_register.provider_title,agent_register.model_id)
+                case "consciousness_node":
+                    node = ray_actor_hook("consciousness_node").consciousness_node
+                    await node.create_agent.remote(global_state_machine,agent_register.provider_title,agent_register.model_id)
+                case "control_node":
+                    node = ray_actor_hook("control_node").control_node
+                    await node.create_agent.remote(global_state_machine,agent_register.provider_title,agent_register.model_id)
+                case _:
+                    pass
+        except Exception as e:
+            raise HTTPException(status_code=500, detail=f"加载节点失败: {str(e)}")
     return {"message": "创建成功"}
 
 
@@ -85,25 +88,25 @@ class WorkerIndividualUpdate(BaseModel):
 @agent_router.post("/worker")
 async def create_worker_individual(worker_data: WorkerIndividualCreate,
                                    token_data: TokenData = Depends(RoleChecker(allowed_roles=UserAuthority.USER))):
-    postgres_database = ray_actor_hook("postgres_database")
+    postgres_database = ray_actor_hook("postgres_database").postgres_database
     data_dict = worker_data.model_dump()
     data_dict["owner_id"] = token_data.user_id
-    worker = await postgres_database.individual_database.remote("add_worker_individual", **data_dict)
+    worker = await postgres_database.add_worker_individual.remote( **data_dict)
     return {"message": "success", "agent_id": worker.agent_id}
 
 
 @agent_router.get("/worker")
 async def get_worker_individual_list(token_data: TokenData = Depends(Accessor.get_current_user)):
-    postgres_database = ray_actor_hook("postgres_database")
-    workers = await postgres_database.individual_database.remote("get_worker_individual_list", owner_id=token_data.user_id)
+    postgres_database = ray_actor_hook("postgres_database").postgres_database
+    workers = await postgres_database.get_worker_individual_list.remote( owner_id=token_data.user_id)
     return {"workers": workers}
 
 
 @agent_router.get("/worker/{agent_id}")
 async def get_worker_individual(agent_id: str,
                                 token_data: TokenData = Depends(Accessor.get_current_user)):
-    postgres_database = ray_actor_hook("postgres_database")
-    worker = await postgres_database.individual_database.remote("get_worker_individual", agent_id=agent_id)
+    postgres_database = ray_actor_hook("postgres_database").postgres_database
+    worker = await postgres_database.get_worker_individual.remote( agent_id=agent_id)
     if not worker:
         raise HTTPException(status_code=404, detail="Agent not found")
     if worker.owner_id != token_data.user_id:
@@ -115,26 +118,26 @@ async def get_worker_individual(agent_id: str,
 async def update_worker_individual(agent_id: str,
                                    worker_data: WorkerIndividualUpdate,
                                    token_data: TokenData = Depends(Accessor.get_current_user)):
-    postgres_database = ray_actor_hook("postgres_database")
-    worker = await postgres_database.individual_database.remote("get_worker_individual", agent_id=agent_id)
+    postgres_database = ray_actor_hook("postgres_database").postgres_database
+    worker = await postgres_database.get_worker_individual.remote( agent_id=agent_id)
     if not worker:
         raise HTTPException(status_code=404, detail="Agent not found")
     if worker.owner_id != token_data.user_id:
         raise HTTPException(status_code=403, detail="Forbidden: You do not own this agent")
 
     update_data = worker_data.model_dump(exclude_unset=True)
-    updated_worker = await postgres_database.individual_database.remote("update_worker_individual", agent_id=agent_id, **update_data)
+    updated_worker = await postgres_database.update_worker_individual.remote( agent_id=agent_id, **update_data)
     return {"message": "success", "worker": updated_worker}
 
 
 @agent_router.delete("/worker/{agent_id}")
 async def delete_worker_individual(agent_id: str,
                                    token_data: TokenData = Depends(Accessor.get_current_user)):
-    postgres_database = ray_actor_hook("postgres_database")
-    worker = await postgres_database.individual_database.remote("get_worker_individual", agent_id=agent_id)
+    postgres_database = ray_actor_hook("postgres_database").postgres_database
+    worker = await postgres_database.get_worker_individual.remote( agent_id=agent_id)
     if not worker:
         raise HTTPException(status_code=404, detail="Agent not found")
     if worker.owner_id != token_data.user_id:
         raise HTTPException(status_code=403, detail="Forbidden: You do not own this agent")
-    await postgres_database.individual_database.remote("delete_worker_individual", agent_id=agent_id)
+    await postgres_database.delete_worker_individual.remote( agent_id=agent_id)
     return {"message": "success"}
\ No newline at end of file
diff --git a/pretor/api/auth.py b/pretor/api/auth.py
index 696fbe9..311bc88 100644
--- a/pretor/api/auth.py
+++ b/pretor/api/auth.py
@@ -32,7 +32,7 @@ class UserRegister(BaseModel):
 async def create_user(user_register: UserRegister):
     postgres_database = ray_actor_hook("postgres_database").postgres_database
     hashed_password = await run_in_threadpool(Accessor.hash_password, user_register.password)
-    user = await postgres_database.auth_database.remote("add_user", user_register.user_name, hashed_password)
+    user = await postgres_database.add_user.remote( user_register.user_name, hashed_password)
     return {"message": "success", "user_id": user.user_id}
 
 class UserLogin(BaseModel):
@@ -42,7 +42,7 @@ class UserLogin(BaseModel):
 @auth_router.post("/login")
 async def login_user(user_login: UserLogin):
     postgres_database = ray_actor_hook("postgres_database").postgres_database
-    user = await postgres_database.auth_database.remote("login_user", user_login.user_name)
+    user = await postgres_database.login_user.remote( user_login.user_name)
     if not user:
         raise UserNotExistError()
     token = await run_in_threadpool(Accessor.login_hashed_password, user, user_login.password)
@@ -61,7 +61,7 @@ async def change_authority(
     Update a user's authority level. Only accessible by SUPER_ADMINISTRATOR.
     """
     postgres_database = ray_actor_hook("postgres_database").postgres_database
-    user = await postgres_database.auth_database.remote("change_user_authority", user_id=request.user_id, new_authority=request.new_authority)
+    user = await postgres_database.change_user_authority.remote( user_id=request.user_id, new_authority=request.new_authority)
     return {"message": "success", "user_id": user.user_id, "new_authority": user.user_authority}
 
 @auth_router.get("/list")
@@ -72,7 +72,7 @@ async def get_user_list(
     Get a list of all users. Only accessible by SUPER_ADMINISTRATOR.
     """
     postgres_database = ray_actor_hook("postgres_database").postgres_database
-    users = await postgres_database.auth_database.remote("get_all_users")
+    users = await postgres_database.get_all_users.remote()
     return {"users": [{"user_id": u.user_id, "user_name": u.user_name, "role": u.user_authority} for u in users]}
 
 @auth_router.delete("/{user_id}")
@@ -84,5 +84,5 @@ async def delete_user(
     Delete a user. Only accessible by SUPER_ADMINISTRATOR.
     """
     postgres_database = ray_actor_hook("postgres_database").postgres_database
-    await postgres_database.auth_database.remote("delete_user_by_id", user_id=user_id)
+    await postgres_database.delete_user_by_id.remote( user_id=user_id)
     return {"message": "success"}
\ No newline at end of file
diff --git a/pretor/api/cluster.py b/pretor/api/cluster.py
index f0e8a0e..bee6e5f 100644
--- a/pretor/api/cluster.py
+++ b/pretor/api/cluster.py
@@ -36,5 +36,10 @@ async def update_cluster_state(websocket: WebSocket):
             ]
             await websocket.send_json(payload)
             await asyncio.sleep(10)
-    except (WebSocketDisconnect, RuntimeError):
+    except WebSocketDisconnect:
+        pass
+    except RuntimeError as e:
+        if "closed" not in str(e):
+            raise
+    except Exception:
         pass
\ No newline at end of file
diff --git a/pretor/api/platform/frontend.py b/pretor/api/platform/frontend.py
index 385540c..45d1e00 100644
--- a/pretor/api/platform/frontend.py
+++ b/pretor/api/platform/frontend.py
@@ -34,7 +34,7 @@ async def create_message(message: Message,
                         user_id=str(token_data.user_id),
                         user_name=token_data.username,
                         message=message.message)
-    supervisory_node = ray_actor_hook("supervisor_node")
+    supervisory_node = ray_actor_hook("supervisory_node").supervisory_node
     message = await supervisory_node.working.remote(event)
     if message == "任务已创建":
         return {"message": event.trace_id}
diff --git a/pretor/api/provider.py b/pretor/api/provider.py
index 5967921..ed5962b 100644
--- a/pretor/api/provider.py
+++ b/pretor/api/provider.py
@@ -44,13 +44,12 @@ async def create_provider(provider_register: ProviderRegister,
 @provider_router.get("/list")
 async def get_provider_list(_: TokenData = Depends(Accessor.get_current_user)) -> Dict[str, Dict[str, Provider]]:
     global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
-    provider_list: Dict[str, Provider] = await global_state_machine.provider_manager.remote("get_provider_list")
-    providers = list(provider_list.values()) if provider_list else []
+    provider_list: Dict[str, Provider] = await global_state_machine.get_provider_list.remote()
     return {"provider_list": provider_list}
 
 @provider_router.delete("/{provider_title}")
 async def delete_provider(provider_title: str, _: TokenData = Depends(RoleChecker(allowed_roles=UserAuthority.SUPER_ADMINISTRATOR))) -> dict:
     global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
     postgres_database = ray_actor_hook("postgres_database").postgres_database
-    await global_state_machine.provider_manager.remote("delete_provider", provider_title=provider_title, postgres_database=postgres_database)
+    await global_state_machine.delete_provider.remote( provider_title=provider_title, postgres_database=postgres_database)
     return {"message": "success"}
\ No newline at end of file
diff --git a/pretor/api/resource.py b/pretor/api/resource.py
index 26be85d..141c425 100644
--- a/pretor/api/resource.py
+++ b/pretor/api/resource.py
@@ -27,19 +27,19 @@ resource_router = APIRouter(prefix="/api/v1/resource")
 async def create_workflow_template(workflow_template: WorkflowTemplate,
                                    _: TokenData = Depends(RoleChecker(allowed_roles=UserAuthority.USER))):
     global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
-    await global_state_machine.workflow_template_manager.remote("add_workflow_template", workflow_template.name, workflow_template)
+    await global_state_machine.add_workflow_template.remote( workflow_template.name, workflow_template)
     return {"message": "创建成功"}
 
 @resource_router.get("/workflow_template")
 async def get_workflow_templates(_: TokenData = Depends(RoleChecker(allowed_roles=UserAuthority.USER))):
     global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
-    templates = await global_state_machine.workflow_template_manager.remote("get_all_workflow_templates")
+    templates = await global_state_machine.get_all_workflow_templates.remote()
     return {"templates": templates}
 
 @resource_router.delete("/workflow_template/{template_name}")
 async def delete_workflow_template(template_name: str, _: TokenData = Depends(RoleChecker(allowed_roles=UserAuthority.SUPER_ADMINISTRATOR))):
     global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
-    await global_state_machine.workflow_template_manager.remote("delete_workflow_template", template_name)
+    await global_state_machine.delete_workflow_template.remote( template_name)
     return {"message": "success"}
 
 
@@ -60,18 +60,18 @@ async def install_skill(skill: Skill,
         skill_name = skill.path.split("/")[-1]
     else:
         skill_name = skill.repo_url.split("/")[-1]
-    await global_state_machine.skill_manager.remote("add_skill", skill_name)
+    await global_state_machine.add_skill.remote( skill_name)
     return {"message": "创建成功"}
 
 @resource_router.get("/skill")
 async def get_skills(_: TokenData = Depends(RoleChecker(allowed_roles=UserAuthority.USER))):
     global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
-    skills = await global_state_machine.skill_manager.remote("get_skill_list")
+    skills = await global_state_machine.get_skill_list.remote()
     return {"skills": skills}
 
 @resource_router.delete("/skill/{skill_name}")
 async def delete_skill(skill_name: str, _: TokenData = Depends(RoleChecker(allowed_roles=UserAuthority.SUPER_ADMINISTRATOR))):
     global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
     # Note: this only removes it from the state machine manager.
-    await global_state_machine.skill_manager.remote("remove_skill", skill_name)
+    await global_state_machine.remove_skill.remote( skill_name)
     return {"message": "success"}
diff --git a/pretor/api/workflow.py b/pretor/api/workflow.py
index 6b4a286..b7051d0 100644
--- a/pretor/api/workflow.py
+++ b/pretor/api/workflow.py
@@ -29,6 +29,11 @@ async def get_workflow(websocket: WebSocket, event_id: str):
             await websocket.send_text(await global_state_machine.get_pending.remote(event_id))
             response = await websocket.receive_text()
             await global_state_machine.put_received(event_id, response)
-    except (WebSocketDisconnect, RuntimeError):
+    except WebSocketDisconnect:
+        pass
+    except RuntimeError as e:
+        if "closed" not in str(e):
+            raise
+    except Exception:
         pass
 
diff --git a/pretor/core/database/postgres.py b/pretor/core/database/postgres.py
index 4be69c2..6887a63 100644
--- a/pretor/core/database/postgres.py
+++ b/pretor/core/database/postgres.py
@@ -1,3 +1,4 @@
+from pretor.utils.error import RetryableError
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -53,17 +54,77 @@ class PostgresDatabase:
         finally:
             self.ready_event.set()
 
-    async def auth_database(self, method_name: str, *args, **kwargs):
+    # Auth Database Methods
+    async def add_user(self, user_name: str, hashed_password: str):
         await self.ready_event.wait()
-        method = getattr(self._auth_database, method_name)
-        return await method(*args, **kwargs)
+        return await self._auth_database.add_user(user_name, hashed_password)
 
-    async def provider_database(self, method_name: str, *args, **kwargs):
+    async def change_password(self, user_name, old_password, new_password):
         await self.ready_event.wait()
-        method = getattr(self._provider_database, method_name)
-        return await method(*args, **kwargs)
+        return await self._auth_database.change_password(user_name, old_password, new_password)
 
-    async def individual_database(self, method_name: str, *args, **kwargs):
+    async def delete_user(self, user_name: str):
         await self.ready_event.wait()
-        method = getattr(self._individual_database, method_name)
-        return await method(*args, **kwargs)
\ No newline at end of file
+        return await self._auth_database.delete_user(user_name)
+
+    async def delete_user_by_id(self, user_id: str):
+        await self.ready_event.wait()
+        return await self._auth_database.delete_user_by_id(user_id)
+
+    async def login_user(self, user_name: str):
+        await self.ready_event.wait()
+        return await self._auth_database.login_user(user_name)
+
+    async def get_all_users(self):
+        await self.ready_event.wait()
+        return await self._auth_database.get_all_users()
+
+    async def get_user_authority(self, user_id: str):
+        await self.ready_event.wait()
+        return await self._auth_database.get_user_authority(user_id)
+
+    async def change_user_authority(self, user_id: str, new_authority):
+        await self.ready_event.wait()
+        return await self._auth_database.change_user_authority(user_id, new_authority)
+
+    # Provider Database Methods
+    async def get_provider(self):
+        await self.ready_event.wait()
+        return await self._provider_database.get_provider()
+
+    async def add_provider_db(self, **kwargs):
+        await self.ready_event.wait()
+        return await self._provider_database.add_provider(**kwargs)
+
+    async def delete_provider_db(self, provider_id: str):
+        await self.ready_event.wait()
+        return await self._provider_database.delete_provider(provider_id)
+
+    async def update_provider_db(self, provider_id: str, **kwargs):
+        await self.ready_event.wait()
+        return await self._provider_database.update_provider(provider_id, **kwargs)
+
+    # Individual Database Methods
+    async def add_worker_individual(self, **kwargs):
+        await self.ready_event.wait()
+        return await self._individual_database.add_worker_individual(**kwargs)
+
+    async def get_worker_individual(self, agent_id: str):
+        await self.ready_event.wait()
+        return await self._individual_database.get_worker_individual(agent_id)
+
+    async def get_worker_individual_list(self, owner_id: str):
+        await self.ready_event.wait()
+        return await self._individual_database.get_worker_individual_list(owner_id)
+
+    async def update_worker_individual(self, agent_id: str, **kwargs):
+        await self.ready_event.wait()
+        return await self._individual_database.update_worker_individual(agent_id, **kwargs)
+
+    async def delete_worker_individual(self, agent_id: str):
+        await self.ready_event.wait()
+        return await self._individual_database.delete_worker_individual(agent_id)
+
+    async def get_all_worker_individual(self):
+        await self.ready_event.wait()
+        return await self._individual_database.get_all_worker_individual()
\ No newline at end of file
diff --git a/pretor/core/global_state_machine/global_state_machine.py b/pretor/core/global_state_machine/global_state_machine.py
index f1c8ffb..1dc94cc 100644
--- a/pretor/core/global_state_machine/global_state_machine.py
+++ b/pretor/core/global_state_machine/global_state_machine.py
@@ -1,3 +1,4 @@
+from pretor.utils.error import RetryableError
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -53,35 +54,64 @@ class GlobalStateMachine:
             postgres_database=self.postgres_database
         )
 
-    async def provider_manager(self, method_name: str, *args, **kwargs):
-        method = getattr(self._global_provider_manager, method_name)
-        if asyncio.iscoroutinefunction(method):
-            return await method(*args, **kwargs)
-        return method(*args, **kwargs)
+    # Provider Manager Methods
+    def get_provider_list(self):
+        return self._global_provider_manager.get_provider_list()
 
-    async def tool_manager(self, method_name: str, *args, **kwargs):
-        method = getattr(self._global_tool_manager, method_name)
-        if asyncio.iscoroutinefunction(method):
-            return await method(*args, **kwargs)
-        return method(*args, **kwargs)
+    def get_provider(self, provider_title):
+        return self._global_provider_manager.get_provider(provider_title)
 
-    async def workflow_template_manager(self, method_name: str, *args, **kwargs):
-        method = getattr(self._global_workflow_template_manager, method_name)
-        if asyncio.iscoroutinefunction(method):
-            return await method(*args, **kwargs)
-        return method(*args, **kwargs)
+    async def delete_provider(self, provider_title: str):
+        return await self._global_provider_manager.delete_provider(provider_title, self.postgres_database)
 
-    async def skill_manager(self, method_name: str, *args, **kwargs):
-        method = getattr(self._global_skill_manager, method_name)
-        if asyncio.iscoroutinefunction(method):
-            return await method(*args, **kwargs)
-        return method(*args, **kwargs)
+    # Tool Manager Methods
+    def get_tool_mapper(self):
+        return self._global_tool_manager.tool_mapper
 
-    async def individual_manager(self, method_name: str, *args, **kwargs):
-        method = getattr(self._global_individual_manager, method_name)
-        if asyncio.iscoroutinefunction(method):
-            return await method(*args, **kwargs)
-        return method(*args, **kwargs)
+    def get_tool_list(self, agent_name: str):
+        # get_tool_list didn't actually exist on tool_manager, let's implement it to return the tools
+        # for a specific agent name (or scope)
+        tools = self._global_tool_manager.tool_mapper.get(agent_name, {})
+        # also include default tools
+        default_tools = self._global_tool_manager.tool_mapper.get("default", {})
+        merged_tools = {**default_tools, **tools}
+        return merged_tools
+
+    # Workflow Template Manager Methods
+    def get_all_workflow_templates(self):
+        return self._global_workflow_template_manager.get_all_workflow_templates()
+
+    def add_workflow_template(self, template_name: str, workflow_template):
+        return self._global_workflow_template_manager.add_workflow_template(template_name, workflow_template)
+
+    def delete_workflow_template(self, template_name: str):
+        return self._global_workflow_template_manager.delete_workflow_template(template_name)
+
+    def generate_workflow_template(self, workflow_template):
+        return self._global_workflow_template_manager.generate_workflow_template(workflow_template)
+
+    # Skill Manager Methods
+    def add_skill(self, skill_name: str):
+        return self._global_skill_manager.add_skill(skill_name)
+
+    def get_skill_list(self):
+        return self._global_skill_manager.get_skill_list()
+
+    def remove_skill(self, skill_name: str):
+        return self._global_skill_manager.remove_skill(skill_name)
+
+    # Individual Manager Methods
+    def add_individual(self, agent_id: str, config):
+        return self._global_individual_manager.add_individual(agent_id, config)
+
+    def get_individual(self, agent_id: str):
+        return self._global_individual_manager.get_individual(agent_id)
+
+    def remove_individual(self, agent_id: str):
+        return self._global_individual_manager.remove_individual(agent_id)
+
+    def list_individuals(self):
+        return self._global_individual_manager.list_individuals()
 
     ###以下方法为event_dict方法
     def add_event(self, event: PretorEvent) -> None:
diff --git a/pretor/core/global_state_machine/individual_manager.py b/pretor/core/global_state_machine/individual_manager.py
index 9e23f94..568c8c0 100644
--- a/pretor/core/global_state_machine/individual_manager.py
+++ b/pretor/core/global_state_machine/individual_manager.py
@@ -23,7 +23,7 @@ class GlobalIndividualManager:
     async def init_individual_register(self, postgres) -> None:
         try:
             try:
-                individuals = await postgres.individual_database.remote("get_all_worker_individual")
+                individuals = await postgres.get_all_worker_individual.remote()
                 for ind in individuals:
                     agent_id = getattr(ind, 'agent_id', None)
                     if agent_id:
diff --git a/pretor/core/global_state_machine/model_provider/claude_provider.py b/pretor/core/global_state_machine/model_provider/claude_provider.py
index cd06888..94c689c 100644
--- a/pretor/core/global_state_machine/model_provider/claude_provider.py
+++ b/pretor/core/global_state_machine/model_provider/claude_provider.py
@@ -1,3 +1,4 @@
+from pretor.utils.retry import retry_on_retryable_error
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -24,6 +25,7 @@ class ClaudeProvider(BaseProvider):
         return provider
 
     @staticmethod
+    @retry_on_retryable_error()
     async def _load_models(provider_args: ProviderArgs) -> List[str]:
         # Anthropic 官方需要 version 头
         headers = {
diff --git a/pretor/core/global_state_machine/model_provider/gemini_provider.py b/pretor/core/global_state_machine/model_provider/gemini_provider.py
index 7e14cb0..b2ad340 100644
--- a/pretor/core/global_state_machine/model_provider/gemini_provider.py
+++ b/pretor/core/global_state_machine/model_provider/gemini_provider.py
@@ -1,3 +1,4 @@
+from pretor.utils.retry import retry_on_retryable_error
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -24,6 +25,7 @@ class GeminiProvider(BaseProvider):
         return provider
 
     @staticmethod
+    @retry_on_retryable_error()
     async def _load_models(provider_args: ProviderArgs) -> List[str]:
         # Google Gemini 原生鉴权通常使用 x-goog-api-key 或 query parameter
         headers = {
@@ -46,6 +48,10 @@ class GeminiProvider(BaseProvider):
                 model_ids = [m["name"].split("/")[-1] for m in raw_models if
                              "generateContent" in m.get("supportedGenerationMethods", [])]
                 return sorted(list(set(model_ids)))
+        except httpx.RequestError as e:
+            from pretor.utils.error import RetryableError
+            print(f"[{provider_args.provider_title}] 网络请求异常: {e}")
+            raise RetryableError(f"[{provider_args.provider_title}] 网络请求异常: {e}") from e
         except Exception as e:
             print(f"[{provider_args.provider_title}] 获取 Gemini 模型列表错误: {e}")
             return []
diff --git a/pretor/core/global_state_machine/model_provider/openai_provider.py b/pretor/core/global_state_machine/model_provider/openai_provider.py
index 96107ec..2e545a4 100644
--- a/pretor/core/global_state_machine/model_provider/openai_provider.py
+++ b/pretor/core/global_state_machine/model_provider/openai_provider.py
@@ -1,3 +1,4 @@
+from pretor.utils.retry import retry_on_retryable_error
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -24,6 +25,7 @@ class OpenAIProvider(BaseProvider):
         return provider
 
     @staticmethod
+    @retry_on_retryable_error()
     async def _load_models(provider_args: ProviderArgs) -> List[str]:
         headers = {
             "Authorization": f"Bearer {provider_args.provider_apikey}",
@@ -41,8 +43,9 @@ class OpenAIProvider(BaseProvider):
                 model_ids = [m["id"] for m in raw_models]
                 return sorted(model_ids)
         except httpx.RequestError as e:
+            from pretor.utils.error import RetryableError
             print(f"[{provider_args.provider_title}] 网络请求异常: {e}")
-            return []
+            raise RetryableError(f"[{provider_args.provider_title}] 网络请求异常: {e}") from e
         except Exception as e:
             print(f"[{provider_args.provider_title}] 解析模型列表时发生错误: {e}")
             return []
diff --git a/pretor/core/global_state_machine/provider_manager.py b/pretor/core/global_state_machine/provider_manager.py
index cdf1c5c..db4b5c6 100644
--- a/pretor/core/global_state_machine/provider_manager.py
+++ b/pretor/core/global_state_machine/provider_manager.py
@@ -33,7 +33,7 @@ class ProviderManager:
         self.provider_register = {}
 
     async def init_provider_register(self, postgres) -> None:
-        providers = await postgres.provider_database.remote("get_provider")
+        providers = await postgres.get_provider.remote()
         for provider in providers:
             self.provider_register[provider.provider_title] = provider
 
@@ -48,14 +48,17 @@ class ProviderManager:
                                                    provider_apikey=provider_apikey,
                                                    provider_owner=provider_owner)
         try:
+            import ulid
             provider_class = self.provider_mapper.get(provider_type, None)
             if provider_class is None:
                 logger.warning(f"Provider type {provider_type} is not supported.")
                 return None
-            provider: Provider = await provider_class.create_model(provider_args)
+            provider: Provider = await provider_class.create_provider(provider_args)
             provider.provider_owner = provider_owner
             self.provider_register[provider_title] = provider
-            await postgres_database.provider_database.remote("add_provider", provider_title=provider.provider_title,
+            await postgres_database.add_provider_db.remote(
+                                                             provider_id=str(ulid.ULID()),
+                                                             provider_title=provider.provider_title,
                                                              provider_url=provider.provider_url,
                                                              provider_apikey=provider.provider_apikey,
                                                              provider_models=provider.provider_models,
@@ -64,7 +67,9 @@ class ProviderManager:
 
             logger.info(f"已添加适配器{provider_title}")
         except httpx.RequestError as e:
+            from pretor.utils.error import RetryableError
             logger.warning(f"[{provider_args.provider_title}] 网络请求异常: {e}")
+            raise RetryableError(f"[{provider_args.provider_title}] 网络请求异常: {e}") from e
         except Exception as e:
             logger.warning(f"[{provider_args.provider_title}] 解析模型列表时发生错误: {e}")
 
@@ -77,5 +82,5 @@ class ProviderManager:
     async def delete_provider(self, provider_title: str, postgres_database) -> None:
         if provider_title in self.provider_register:
             provider = self.provider_register[provider_title]
-            await postgres_database.provider_database.remote("delete_provider", provider_id=provider.provider_id)
+            await postgres_database.delete_provider_db.remote( provider_id=provider.provider_id)
             del self.provider_register[provider_title]
\ No newline at end of file
diff --git a/pretor/core/individual/consciousness_node/consciousness_node.py b/pretor/core/individual/consciousness_node/consciousness_node.py
index eb901d3..d3616d1 100644
--- a/pretor/core/individual/consciousness_node/consciousness_node.py
+++ b/pretor/core/individual/consciousness_node/consciousness_node.py
@@ -1,3 +1,4 @@
+from pretor.utils.error import RetryableError
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -33,7 +34,7 @@ class ConsciousnessNode:
         self.agent: None | Agent = None
 
 
-    def create_agent(self, global_state_machine: GlobalStateMachine, provider_title: str, model_id: str) -> None:
+    async def create_agent(self, global_state_machine: GlobalStateMachine, provider_title: str, model_id: str) -> None:
         """
         create_agent方法，将agent对象装配到ConsciousnessNode的属性内
         该方法通过provider_title从global_state_machine中获取provider对象，然后从provider对象中取出供应商形象，装配为pydantic_ai的
@@ -57,7 +58,7 @@ class ConsciousnessNode:
             "请确保所有的思考和生成过程符合逻辑，严密且高质量。"
         )
         output_type = Union[ForSupervisoryNode, ForWorkflow, ForWorkflowEngine]
-        provider: Provider = global_state_machine.provider_manager.remote("get_provider", provider_title)
+        provider: Provider = await global_state_machine.get_provider.remote( provider_title)
         agent_factory = AgentFactory()
         self.agent = agent_factory.create_agent(provider=provider,
                                                 model_id=model_id,
diff --git a/pretor/core/individual/control_node/control_node.py b/pretor/core/individual/control_node/control_node.py
index 68361ec..ae8f7ab 100644
--- a/pretor/core/individual/control_node/control_node.py
+++ b/pretor/core/individual/control_node/control_node.py
@@ -1,3 +1,4 @@
+from pretor.utils.error import RetryableError
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -30,7 +31,7 @@ class ControlNode:
         self.agent: Agent | None = None
 
 
-    def create_agent(self, global_state_machine: GlobalStateMachine, provider_title: str, model_id: str) -> None:
+    async def create_agent(self, global_state_machine: GlobalStateMachine, provider_title: str, model_id: str) -> None:
         """
         create_agent方法，将agent对象装配到Control的属性内
         该方法通过provider_title从global_state_machine中获取provider对象，然后从provider对象中取出供应商形象，装配为pydantic_ai的
@@ -54,7 +55,7 @@ class ControlNode:
             "请注意：你的输出应当具体、实用，直接提供任务所要求的结果，不要做过多无关的寒暄。"
         )
         output_type = ForWorkflow
-        provider: Provider = global_state_machine.provider_manager.remote("get_provider", provider_title)
+        provider: Provider = await global_state_machine.get_provider.remote( provider_title)
         agent_factory = AgentFactory()
         self.agent = agent_factory.create_agent(provider=provider,
                                                 model_id=model_id,
diff --git a/pretor/core/individual/supervisory_node/supervisory_node.py b/pretor/core/individual/supervisory_node/supervisory_node.py
index 84eaeb2..9b60042 100644
--- a/pretor/core/individual/supervisory_node/supervisory_node.py
+++ b/pretor/core/individual/supervisory_node/supervisory_node.py
@@ -1,3 +1,4 @@
+from pretor.utils.error import RetryableError
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -57,7 +58,7 @@ class SupervisoryNode:
             "请保持冷静、专业，并严格遵循上述路由规则。"
         )
         output_type = Union[ForConsciousnessNode, ForUser]
-        provider: Provider = await global_state_machine.provider_manager.remote("get_provider", provider_title)
+        provider: Provider = await global_state_machine.get_provider.remote( provider_title)
         agent_factory = AgentFactory()
         self.agent = agent_factory.create_agent(provider=provider,
                                                 model_id=model_id,
@@ -157,8 +158,8 @@ class SupervisoryNode:
         message = payload.message
         time_str = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")
         try:
-            global_state_machine = ray_actor_hook("global_state_machine")
-            workflow_template_dict = await global_state_machine.workflow_template_manager.remote("get_workflow_template_list")
+            global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
+            workflow_template_dict = await global_state_machine.get_all_workflow_templates.remote()
             available_templates_str = "\n".join([f"- 名称: {k}, 描述/内容: {v}" for k, v in
                                                  workflow_template_dict.items()]) if workflow_template_dict else "暂无注册的工作流模板"
             deps = SupervisoryNodeDeps(
diff --git a/pretor/core/workflow/workflow_runner.py b/pretor/core/workflow/workflow_runner.py
index 77451f2..94edeed 100644
--- a/pretor/core/workflow/workflow_runner.py
+++ b/pretor/core/workflow/workflow_runner.py
@@ -1,3 +1,4 @@
+from pretor.utils.error import RetryableError
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
diff --git a/pretor/utils/check_user/role_check.py b/pretor/utils/check_user/role_check.py
index d9d0ebf..0d0986c 100644
--- a/pretor/utils/check_user/role_check.py
+++ b/pretor/utils/check_user/role_check.py
@@ -11,7 +11,6 @@
 #  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
-from functools import lru_cache
 from typing import Annotated
 from fastapi import Depends, HTTPException
 from pretor.utils.access import Accessor, TokenData
@@ -20,7 +19,7 @@ from pretor.utils.ray_hook import ray_actor_hook
 
 async def get_authority(user_id: str) -> UserAuthority:
     postgres_database = ray_actor_hook("postgres_database").postgres_database
-    user_authority = await postgres_database.auth_database.remote("get_user_authority", user_id=user_id)
+    user_authority = await postgres_database.get_user_authority.remote( user_id=user_id)
     return user_authority
 
 class RoleChecker:
diff --git a/pretor/utils/error.py b/pretor/utils/error.py
index d3d0068..db536a1 100644
--- a/pretor/utils/error.py
+++ b/pretor/utils/error.py
@@ -12,7 +12,15 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 
-class DemandError(Exception):
+class RetryableError(Exception):
+    """基类：所有可重试错误（如网络断开、抖动等临时性故障）"""
+    pass
+
+class NonRetryableError(Exception):
+    """基类：所有不可重试错误（如数据验证失败、类型错误等业务逻辑故障）"""
+    pass
+
+class DemandError(NonRetryableError):
     pass
 
 class ModelNotExistError(Exception):
diff --git a/pretor/utils/get_tool.py b/pretor/utils/get_tool.py
index e25c875..0b811e8 100644
--- a/pretor/utils/get_tool.py
+++ b/pretor/utils/get_tool.py
@@ -51,7 +51,7 @@ def del_tool_cache(tool_name: str) -> None:
 @lru_cache(maxsize=1)
 async def get_tool(agent_name: str) -> List[Callable]:
     global_state_machine = ray_actor_hook("global_state_machine")
-    _tool_list = await global_state_machine.tool_manager.remote("get_tool_list", agent_name)
+    _tool_list = await global_state_machine.get_tool_list.remote( agent_name)
     tool_list = []
     for tool_name in _tool_list.keys():
         tool_func = _get_tool_func(tool_name)
diff --git a/pretor/utils/retry.py b/pretor/utils/retry.py
new file mode 100644
index 0000000..dcb6052
--- /dev/null
+++ b/pretor/utils/retry.py
@@ -0,0 +1,31 @@
+
+import asyncio
+from functools import wraps
+from pretor.utils.error import RetryableError
+
+def retry_on_retryable_error(max_retries=3, base_delay=1):
+    def decorator(func):
+        if asyncio.iscoroutinefunction(func):
+            @wraps(func)
+            async def async_wrapper(*args, **kwargs):
+                for attempt in range(max_retries):
+                    try:
+                        return await func(*args, **kwargs)
+                    except RetryableError as e:
+                        if attempt == max_retries - 1:
+                            raise
+                        await asyncio.sleep(base_delay * (2 ** attempt))
+            return async_wrapper
+        else:
+            @wraps(func)
+            def sync_wrapper(*args, **kwargs):
+                import time
+                for attempt in range(max_retries):
+                    try:
+                        return func(*args, **kwargs)
+                    except RetryableError as e:
+                        if attempt == max_retries - 1:
+                            raise
+                        time.sleep(base_delay * (2 ** attempt))
+            return sync_wrapper
+    return decorator
diff --git a/pretor/worker_individual/worker_cluster.py b/pretor/worker_individual/worker_cluster.py
index b600f12..602afad 100644
--- a/pretor/worker_individual/worker_cluster.py
+++ b/pretor/worker_individual/worker_cluster.py
@@ -1,3 +1,4 @@
+from pretor.utils.error import RetryableError
 #  Copyright 2026 zhaoxi826
 #
 #  Licensed under the Apache License, Version 2.0 (the "License");
@@ -52,7 +53,7 @@ class WorkerCluster:
             return self._active_workers[agent_id]
 
         global_state_machine = ray_actor_hook("global_state_machine").global_state_machine
-        agent_config = await global_state_machine.individual_manager.remote("get_individual", agent_id)
+        agent_config = await global_state_machine.get_individual.remote( agent_id)
 
         if not agent_config:
             raise ValueError(f"无法唤醒 Agent {agent_id}：数据库中不存在该档案")
diff --git a/pretor/worker_individual/worker_individual.py b/pretor/worker_individual/worker_individual.py
index 5f538ac..36d3029 100644
--- a/pretor/worker_individual/worker_individual.py
+++ b/pretor/worker_individual/worker_individual.py
@@ -51,7 +51,7 @@ class BaseIndividual:
         provider_title = self.agent_config.get("provider_title", "openai")  # default fallback
         model_id = self.agent_config.get("model_id", "gpt-4o")  # default fallback
 
-        provider: Provider = await global_state_machine.provider_manager.remote("get_provider", provider_title)
+        provider: Provider = await global_state_machine.get_provider.remote( provider_title)
         agent_factory = AgentFactory()
         self.agent = agent_factory.create_agent(
             provider=provider,
diff --git a/tests/adapter/model_adapter/agent_factory_test.py b/tests/adapter/model_adapter/agent_factory_test.py
index efb2e32..ef96201 100644
--- a/tests/adapter/model_adapter/agent_factory_test.py
+++ b/tests/adapter/model_adapter/agent_factory_test.py
@@ -8,8 +8,8 @@ def test_create_agent_success_real():
     mock_provider = MagicMock()
     mock_provider.provider_type = "openai"
     mock_provider.provider_models = ["gpt-4"]
-    mock_provider.api_key = "key"
-    mock_provider.url = "url"
+    mock_provider.provider_apikey = "key"
+    mock_provider.provider_url = "url"
 
     with patch("pretor.adapter.model_adapter.agent_factory.Agent") as mock_agent_cls:
         with patch("pretor.adapter.model_adapter.agent_factory.OpenAIChatModel") as mock_model_cls:
@@ -23,8 +23,8 @@ def test_create_agent_success_real():
                     deps_type=dict,
                     agent_name="myagent"
                 )
-                mock_provider_cls.assert_called_once_with(api_key="key", url="url")
-                mock_model_cls.assert_called_once_with("gpt-4", mock_provider_cls.return_value)
+                mock_provider_cls.assert_called_once_with(api_key="key", base_url="url")
+                mock_model_cls.assert_called_once_with("gpt-4", provider=mock_provider_cls.return_value)
                 mock_agent_cls.assert_called_once_with(
                     model=mock_model_cls.return_value,
                     name="myagent",
diff --git a/tests/core/database/postgres_test.py b/tests/core/database/postgres_test.py
index d034e43..4463fc9 100644
--- a/tests/core/database/postgres_test.py
+++ b/tests/core/database/postgres_test.py
@@ -10,8 +10,12 @@ def mock_import(name, globals=None, locals=None, fromlist=(), level=0):
     if name == 'ray':
         mock_ray = MagicMock()
 
-        def mock_remote(cls):
-            return cls
+        def mock_remote(*args, **kwargs):
+            if len(args) == 1 and callable(args[0]):
+                return args[0]
+            def decorator(cls):
+                return cls
+            return decorator
 
         mock_ray.remote = mock_remote
         return mock_ray
@@ -66,8 +70,9 @@ async def test_postgres_database(mock_env_get, mock_provider_db, mock_auth_db, m
     mock_auth_db.assert_called_once()
     mock_provider_db.assert_called_once()
     mock_auth_db.return_value.get_user_authority = AsyncMock(return_value="test_auth")
-    assert await db.auth_database("get_user_authority", user_id="123") == "test_auth"
 
     with patch("pretor.core.database.postgres.SQLModel.metadata.create_all") as mock_create_all:
         await db.init_db()
         mock_conn.run_sync.assert_called_once_with(mock_create_all)
+
+    assert await db.get_user_authority(user_id="123") == "test_auth"
diff --git a/tests/core/global_state_machine/global_state_machine_test.py b/tests/core/global_state_machine/global_state_machine_test.py
index 8de794c..9efbdf9 100644
--- a/tests/core/global_state_machine/global_state_machine_test.py
+++ b/tests/core/global_state_machine/global_state_machine_test.py
@@ -12,8 +12,12 @@ def mock_import(name, globals=None, locals=None, fromlist=(), level=0):
     if name == 'ray':
         mock_ray = MagicMock()
 
-        def mock_remote(cls):
-            return cls
+        def mock_remote(*args, **kwargs):
+            if len(args) == 1 and callable(args[0]):
+                return args[0]
+            def decorator(cls):
+                return cls
+            return decorator
 
         mock_ray.remote = mock_remote
         return mock_ray
@@ -100,19 +104,20 @@ async def test_add_provider_success(gsm, mock_postgres):
     mock_provider.provider_apikey = "key"
     mock_provider.provider_models = ["model"]
     mock_provider.provider_type = "openai"
-    mock_provider_class.create_model.return_value = mock_provider
+    mock_provider_class.create_provider.return_value = mock_provider
 
     gsm._global_provider_manager.provider_mapper = {"openai": mock_provider_class}
     gsm._global_provider_manager.provider_register = {}
 
     mock_add_provider = AsyncMock()
-    mock_postgres.provider_database.remote = mock_add_provider
+    mock_postgres.add_provider_db = MagicMock()
+    mock_postgres.add_provider_db.remote = mock_add_provider
 
-    await gsm.add_provider_wrap("openai", "title", "url", "key", 1)
+    await gsm.add_provider_wrap("openai", "title", "url", "key", "1")
 
     assert gsm._global_provider_manager.provider_register["title"] == mock_provider
     mock_add_provider.assert_called_once()
-    assert mock_provider.provider_owner == 1
+    assert mock_provider.provider_owner == "1"
 
 
 @pytest.mark.asyncio
@@ -121,7 +126,7 @@ async def test_add_provider_unsupported(gsm):
     with patch("pretor.utils.logger.global_logger.bind") as mock_bind:
         mock_logger = MagicMock()
         mock_bind.return_value = mock_logger
-        await gsm.add_provider_wrap("magic", "title", "url", "key", 1)
+        await gsm.add_provider_wrap("magic", "title", "url", "key", "1")
         mock_logger.warning.assert_called_with("Provider type magic is not supported.")
 
 
@@ -129,27 +134,29 @@ async def test_add_provider_unsupported(gsm):
 async def test_add_provider_request_error(gsm):
     from httpx import RequestError
     mock_provider_class = AsyncMock()
-    mock_provider_class.create_model.side_effect = RequestError("Network Error", request=MagicMock())
+    mock_provider_class.create_provider.side_effect = RequestError("Network Error", request=MagicMock())
     gsm._global_provider_manager.provider_mapper = {"openai": mock_provider_class}
 
     with patch("pretor.utils.logger.global_logger.bind") as mock_bind:
+        from pretor.utils.error import RetryableError
+        import pytest
         mock_logger = MagicMock()
         mock_bind.return_value = mock_logger
-        await gsm.add_provider_wrap("openai", "title", "url", "key", 1)
-        mock_logger.warning.assert_called_once()
-        assert "网络请求异常" in mock_logger.warning.call_args[0][0]
+        with pytest.raises(RetryableError):
+            await gsm.add_provider_wrap("openai", "title", "url", "key", "1")
+        mock_logger.warning.assert_called()
 
 
 @pytest.mark.asyncio
 async def test_add_provider_generic_error(gsm):
     mock_provider_class = AsyncMock()
-    mock_provider_class.create_model.side_effect = ValueError("Some Error")
+    mock_provider_class.create_provider.side_effect = ValueError("Some Error")
     gsm._global_provider_manager.provider_mapper = {"openai": mock_provider_class}
 
     with patch("pretor.utils.logger.global_logger.bind") as mock_bind:
         mock_logger = MagicMock()
         mock_bind.return_value = mock_logger
-        await gsm.add_provider_wrap("openai", "title", "url", "key", 1)
+        await gsm.add_provider_wrap("openai", "title", "url", "key", "1")
         mock_logger.warning.assert_called_once()
         assert "解析模型列表时发生错误" in mock_logger.warning.call_args[0][0]
 
diff --git a/tests/core/global_state_machine/model_provider/claude_provider_test.py b/tests/core/global_state_machine/model_provider/claude_provider_test.py
index 6080161..6f3a348 100644
--- a/tests/core/global_state_machine/model_provider/claude_provider_test.py
+++ b/tests/core/global_state_machine/model_provider/claude_provider_test.py
@@ -9,7 +9,7 @@ def provider_args():
         provider_title="TestClaude",
         provider_url="https://api.anthropic.com",
         provider_apikey="testkey",
-        provider_owner=1
+        provider_owner="1"
     )
 
 
diff --git a/tests/core/global_state_machine/model_provider/gemini_provider_test.py b/tests/core/global_state_machine/model_provider/gemini_provider_test.py
index 276d562..b1f7f61 100644
--- a/tests/core/global_state_machine/model_provider/gemini_provider_test.py
+++ b/tests/core/global_state_machine/model_provider/gemini_provider_test.py
@@ -9,7 +9,7 @@ def provider_args():
         provider_title="TestGemini",
         provider_url="https://generativelanguage.googleapis.com",
         provider_apikey="testkey",
-        provider_owner=1
+        provider_owner="1"
     )
 
 
diff --git a/tests/core/global_state_machine/model_provider/openai_provider_test.py b/tests/core/global_state_machine/model_provider/openai_provider_test.py
index 25b57bc..99246e3 100644
--- a/tests/core/global_state_machine/model_provider/openai_provider_test.py
+++ b/tests/core/global_state_machine/model_provider/openai_provider_test.py
@@ -9,7 +9,7 @@ def provider_args():
         provider_title="TestOpenAI",
         provider_url="https://api.openai.com/v1",
         provider_apikey="testkey",
-        provider_owner=1
+        provider_owner="1"
     )
 
 
@@ -19,7 +19,7 @@ def provider_args_no_v1():
         provider_title="TestOpenAI",
         provider_url="https://api.openai.com",
         provider_apikey="testkey",
-        provider_owner=1
+        provider_owner="1"
     )
 
 
@@ -85,8 +85,10 @@ async def test_load_models_request_error(mock_client, provider_args):
     mock_client_instance.get.side_effect = httpx.RequestError("network error", request=MagicMock())
     mock_client.return_value.__aenter__.return_value = mock_client_instance
 
-    models = await OpenAIProvider._load_models(provider_args)
-    assert models == []
+    import pytest
+    from pretor.utils.error import RetryableError
+    with pytest.raises(RetryableError):
+        await OpenAIProvider._load_models(provider_args)
 
 
 @pytest.mark.asyncio
diff --git a/tests/core/global_state_machine/provider_manager_test.py b/tests/core/global_state_machine/provider_manager_test.py
index 2e9fa93..b2f9d8a 100644
--- a/tests/core/global_state_machine/provider_manager_test.py
+++ b/tests/core/global_state_machine/provider_manager_test.py
@@ -13,7 +13,8 @@ async def test_provider_manager_init():
     mock_provider2 = MagicMock()
     mock_provider2.provider_title = "title2"
 
-    mock_postgres.get_providers.remote = AsyncMock(return_value=[mock_provider1, mock_provider2])
+    mock_postgres.get_provider = MagicMock()
+    mock_postgres.get_provider.remote = AsyncMock(return_value=[mock_provider1, mock_provider2])
 
     manager = ProviderManager(mock_postgres)
     mock_postgres.provider_database = MagicMock()
diff --git a/tests/core/workflow/workflow_runner_test.py b/tests/core/workflow/workflow_runner_test.py
index 5fae511..5a8ee37 100644
--- a/tests/core/workflow/workflow_runner_test.py
+++ b/tests/core/workflow/workflow_runner_test.py
@@ -12,8 +12,12 @@ def mock_import(name, globals=None, locals=None, fromlist=(), level=0):
     if name == 'ray':
         mock_ray = MagicMock()
 
-        def mock_remote(cls):
-            return cls
+        def mock_remote(*args, **kwargs):
+            if len(args) == 1 and callable(args[0]):
+                return args[0]
+            def decorator(cls):
+                return cls
+            return decorator
 
         mock_ray.remote = mock_remote
         return mock_ray