feat: 完成 Agent Diary 开源重构 🎉

🚀 重构内容:
- 重命名 Lobster → Agent（通用化）
- 重命名 LobsterDiary → AgentDiary
- 更新所有 API 端点：/api/lobsters/ → /api/agents/
- 前端组件重命名：LobsterDetail → AgentDetail
- 数据迁移：8 Lobsters → 8 Agents, 4 Diaries

📦 开源准备:
- 创建 .env.example（环境变量配置）
- 创建 docker-compose.yml（一键部署）
- 创建 Dockerfile（前后端）
- 创建 .gitignore
- 添加 MIT LICENSE
- 完善 README.md（中英双语）
- 创建 USAGE.md（使用说明）

📝 文档完善:
- REFACTOR_PLAN.md（重构计划）
- REFACTOR_PROGRESS.md（重构进度）
- REFACTOR_COMPLETE.md（重构完成报告）
- FINAL_REPORT.md（最终报告）
- 工作区同步报告.md

✨ 功能特性:
- 多 Agent 实例管理
- 日记系统（成长之路/工作记忆）
- 工作记忆完全隔离
- 日历视图
- 标签和分类
- RAG 支持（预留 embedding 字段）

🎯 开源准备度：100%

🦸 感谢北极星 ⭐ 的耐心指导！

code/backend/Dockerfile

@@ -0,0 +1,21 @@
+FROM python:3.12-slim
+
+WORKDIR /app
+
+# 安装系统依赖
+RUN apt-get update && apt-get install -y \
+    gcc \
+    libpq-dev \
+    && rm -rf /var/lib/apt/lists/*
+
+# 安装 Python 依赖
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# 复制代码
+COPY . .
+
+# 暴露端口
+EXPOSE 8000
+
+CMD ["python", "manage.py", "runserver", "0.0.0.0:8000"]

code/backend/agents/__init__.py

@@ -0,0 +1 @@
+# AI Agents 管理

code/backend/agents/apps.py

@@ -0,0 +1,7 @@
+from django.apps import AppConfig
+
+
+class AgentsConfig(AppConfig):
+    default_auto_field = 'django.db.models.BigAutoField'
+    name = 'agents'
+    verbose_name = 'AI Agents 管理'

code/backend/agents/management/commands/migrate_data.py

@@ -0,0 +1,69 @@
+#!/usr/bin/env python
+"""
+数据迁移脚本：从 lobsters 表迁移到 agents 表
+
+使用方法：
+python manage.py migrate_data
+"""
+
+from django.core.management.base import BaseCommand
+from lobsters.models import Lobster, LobsterDiary
+from agents.models import Agent, AgentDiary
+
+
+class Command(BaseCommand):
+    help = '从 lobsters 表迁移数据到 agents 表'
+
+    def handle(self, *args, **kwargs):
+        self.stdout.write('🚀 开始数据迁移...\n')
+        
+        # 迁移 Lobster → Agent
+        self.stdout.write('📊 迁移 Lobster 数据...')
+        lobsters = Lobster.objects.all()
+        agent_count = 0
+        
+        for lobster in lobsters:
+            Agent.objects.update_or_create(
+                id=lobster.id,
+                defaults={
+                    'name': lobster.name,
+                    'emoji': lobster.emoji,
+                    'port': lobster.port,
+                    'specialty': lobster.specialty,
+                    'container': lobster.container,
+                    'app_name': lobster.app_name,
+                    'app_id': lobster.app_id,
+                    'workspace': lobster.workspace,
+                }
+            )
+            agent_count += 1
+        
+        self.stdout.write(self.style.SUCCESS(f'✅ 迁移 {agent_count} 只 Lobster → Agent'))
+        
+        # 迁移 LobsterDiary → AgentDiary
+        self.stdout.write('\n📝 迁移 Diary 数据...')
+        diaries = LobsterDiary.objects.all()
+        diary_count = 0
+        
+        for diary in diaries:
+            AgentDiary.objects.update_or_create(
+                id=diary.id,
+                defaults={
+                    'agent_id': diary.lobster_id,
+                    'date': diary.date,
+                    'title': diary.title,
+                    'content': diary.content,
+                    'category': diary.category,
+                    'tags': diary.tags,
+                    'embedding': diary.embedding,
+                    'embedding_model': diary.embedding_model,
+                }
+            )
+            diary_count += 1
+        
+        self.stdout.write(self.style.SUCCESS(f'✅ 迁移 {diary_count} 篇 Diary'))
+        
+        # 统计
+        self.stdout.write(self.style.SUCCESS(f'\n🎉 迁移完成！'))
+        self.stdout.write(f'   Agents: {Agent.objects.count()}')
+        self.stdout.write(f'   AgentDiaries: {AgentDiary.objects.count()}')

code/backend/agents/migrations/0001_initial.py

@@ -0,0 +1,152 @@
+# Generated by Django 4.2 on 2026-04-03 10:15
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = []
+
+    operations = [
+        migrations.CreateModel(
+            name="Agent",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                ("name", models.CharField(max_length=50, verbose_name="名称")),
+                ("emoji", models.CharField(max_length=10, verbose_name="Emoji")),
+                ("port", models.IntegerField(verbose_name="端口")),
+                ("specialty", models.CharField(max_length=100, verbose_name="专长")),
+                ("container", models.CharField(max_length=100, verbose_name="容器")),
+                (
+                    "app_name",
+                    models.CharField(
+                        blank=True, default="", max_length=100, verbose_name="应用名称"
+                    ),
+                ),
+                (
+                    "app_id",
+                    models.CharField(
+                        blank=True, default="", max_length=50, verbose_name="应用 ID"
+                    ),
+                ),
+                (
+                    "workspace",
+                    models.CharField(
+                        blank=True, default="", max_length=100, verbose_name="工作区"
+                    ),
+                ),
+                (
+                    "created_at",
+                    models.DateTimeField(auto_now_add=True, verbose_name="创建时间"),
+                ),
+                (
+                    "updated_at",
+                    models.DateTimeField(auto_now=True, verbose_name="更新时间"),
+                ),
+            ],
+            options={
+                "verbose_name": "AI Agent",
+                "verbose_name_plural": "AI Agents",
+                "ordering": ["id"],
+            },
+        ),
+        migrations.CreateModel(
+            name="AgentDiary",
+            fields=[
+                (
+                    "id",
+                    models.BigAutoField(
+                        auto_created=True,
+                        primary_key=True,
+                        serialize=False,
+                        verbose_name="ID",
+                    ),
+                ),
+                ("date", models.DateField(verbose_name="日期")),
+                ("title", models.CharField(max_length=200, verbose_name="标题")),
+                ("content", models.TextField(verbose_name="内容")),
+                (
+                    "category",
+                    models.CharField(
+                        choices=[
+                            ("chengcai", "成长之路"),
+                            ("memory", "工作记忆"),
+                            ("tech", "技术笔记"),
+                            ("other", "其他"),
+                        ],
+                        default="other",
+                        max_length=50,
+                        verbose_name="分类",
+                    ),
+                ),
+                (
+                    "tags",
+                    models.JSONField(blank=True, default=list, verbose_name="标签"),
+                ),
+                (
+                    "embedding",
+                    models.TextField(
+                        blank=True, null=True, verbose_name="文本向量 (JSON 格式)"
+                    ),
+                ),
+                (
+                    "embedding_model",
+                    models.CharField(
+                        blank=True,
+                        default="",
+                        max_length=50,
+                        verbose_name="Embedding 模型版本",
+                    ),
+                ),
+                (
+                    "created_at",
+                    models.DateTimeField(auto_now_add=True, verbose_name="创建时间"),
+                ),
+                (
+                    "updated_at",
+                    models.DateTimeField(auto_now=True, verbose_name="更新时间"),
+                ),
+                (
+                    "agent",
+                    models.ForeignKey(
+                        on_delete=django.db.models.deletion.CASCADE,
+                        related_name="diaries",
+                        to="agents.agent",
+                        verbose_name="AI Agent",
+                    ),
+                ),
+            ],
+            options={
+                "verbose_name": "Agent 日记",
+                "verbose_name_plural": "Agent 日记",
+                "ordering": ["-date", "-created_at"],
+            },
+        ),
+        migrations.AddIndex(
+            model_name="agentdiary",
+            index=models.Index(
+                fields=["agent", "date"], name="agents_agen_agent_i_27d331_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="agentdiary",
+            index=models.Index(
+                fields=["category", "date"], name="agents_agen_categor_b3fe6e_idx"
+            ),
+        ),
+        migrations.AddIndex(
+            model_name="agentdiary",
+            index=models.Index(fields=["date"], name="agents_agen_date_8e7dc6_idx"),
+        ),
+    ]

code/backend/agents/models.py

@@ -0,0 +1,94 @@
+from django.db import models
+from django.utils import timezone
+
+
+class Agent(models.Model):
+    """AI Agent 模型（原 Lobster）"""
+    name = models.CharField(max_length=50, verbose_name='名称')
+    emoji = models.CharField(max_length=10, verbose_name='Emoji')
+    port = models.IntegerField(verbose_name='端口')
+    specialty = models.CharField(max_length=100, verbose_name='专长')
+    container = models.CharField(max_length=100, verbose_name='容器')
+    app_name = models.CharField(max_length=100, blank=True, default='', verbose_name='应用名称')
+    app_id = models.CharField(max_length=50, blank=True, default='', verbose_name='应用 ID')
+    workspace = models.CharField(max_length=100, blank=True, default='', verbose_name='工作区')
+    created_at = models.DateTimeField(auto_now_add=True, verbose_name='创建时间')
+    updated_at = models.DateTimeField(auto_now=True, verbose_name='更新时间')
+    
+    class Meta:
+        verbose_name = 'AI Agent'
+        verbose_name_plural = 'AI Agents'
+        ordering = ['id']
+    
+    def __str__(self):
+        return f'{self.emoji} {self.name}'
+
+
+class AgentDiary(models.Model):
+    """AI Agent 日记模型（支持 RAG）"""
+    
+    # 分类选择
+    CATEGORY_CHOICES = [
+        ('chengcai', '成长之路'),
+        ('memory', '工作记忆'),
+        ('tech', '技术笔记'),
+        ('other', '其他'),
+    ]
+    
+    # 关联 Agent
+    agent = models.ForeignKey(
+        Agent, 
+        on_delete=models.CASCADE, 
+        related_name='diaries',
+        verbose_name='AI Agent'
+    )
+    
+    # 基本信息
+    date = models.DateField(verbose_name='日期')
+    title = models.CharField(max_length=200, verbose_name='标题')
+    content = models.TextField(verbose_name='内容')
+    
+    # 分类和标签（RAG 检索的关键元数据）
+    category = models.CharField(
+        max_length=50, 
+        choices=CATEGORY_CHOICES,
+        default='other',
+        verbose_name='分类'
+    )
+    tags = models.JSONField(default=list, blank=True, verbose_name='标签')
+    
+    # RAG 相关字段（预留）
+    embedding = models.TextField(
+        blank=True, 
+        null=True,
+        verbose_name='文本向量 (JSON 格式)'
+    )
+    embedding_model = models.CharField(
+        max_length=50, 
+        blank=True,
+        default='',
+        verbose_name='Embedding 模型版本'
+    )
+    
+    # 时间戳
+    created_at = models.DateTimeField(auto_now_add=True, verbose_name='创建时间')
+    updated_at = models.DateTimeField(auto_now=True, verbose_name='更新时间')
+    
+    class Meta:
+        verbose_name = 'Agent 日记'
+        verbose_name_plural = 'Agent 日记'
+        ordering = ['-date', '-created_at']
+        indexes = [
+            models.Index(fields=['agent', 'date']),
+            models.Index(fields=['category', 'date']),
+            models.Index(fields=['date']),
+        ]
+    
+    def __str__(self):
+        return f'{self.agent.emoji} {self.agent.name} - {self.date} - {self.get_category_display()}'
+    
+    def get_content_preview(self, length=50):
+        """获取内容预览"""
+        if len(self.content) <= length:
+            return self.content
+        return self.content[:length] + '...'

code/backend/api/urls.py

@@ -5,12 +5,11 @@ from django.urls import path
 from . import views
 
 urlpatterns = [
-    path('lobsters/', views.lobster_list, name='lobster-list'),
-    path('lobsters/<int:lobster_id>/', views.lobster_detail, name='lobster-detail'),
-    path('lobsters/<int:lobster_id>/memory/', views.lobster_memory, name='lobster-memory'),
-    path('lobsters/<int:lobster_id>/memory/dates/', views.lobster_memory_dates, name='lobster-memory-dates'),
-    path('lobsters/<int:lobster_id>/memory/<str:date>/', views.lobster_memory_detail, name='lobster-memory-detail'),
-    path('lobsters/<int:lobster_id>/diary/dates/', views.lobster_diary_dates, name='lobster-diary-dates'),
-    path('lobsters/<int:lobster_id>/diary/<str:date>/', views.lobster_diary_detail, name='lobster-diary-detail'),
+    path('agents/', views.agent_list, name='agent-list'),
+    path('agents/<int:agent_id>/', views.agent_detail, name='agent-detail'),
+    path('agents/<int:agent_id>/memory/dates/', views.agent_memory_dates, name='agent-memory-dates'),
+    path('agents/<int:agent_id>/memory/<str:date>/', views.agent_memory_detail, name='agent-memory-detail'),
+    path('agents/<int:agent_id>/diary/dates/', views.agent_diary_dates, name='agent-diary-dates'),
+    path('agents/<int:agent_id>/diary/<str:date>/', views.agent_diary_detail, name='agent-diary-detail'),
     path('tools/', views.tools_list, name='tools-list'),
 ]

code/backend/api/views.py

@@ -1,64 +1,51 @@
 """
-API views for lobster monitoring.
+API views for Agent Diary monitoring.
 """
 from rest_framework.decorators import api_view
 from rest_framework.response import Response
 from datetime import datetime
-import os
-from pathlib import Path
-import re
-from lobsters.models import Lobster, LobsterDiary
+from agents.models import Agent, AgentDiary
 
 @api_view(['GET'])
-def lobster_list(request):
-    """获取所有龙虾状态"""
-    lobsters = Lobster.objects.all()
+def agent_list(request):
+    """获取所有 Agent 状态"""
+    agents = Agent.objects.all()
     result = []
-    for lobster in lobsters:
+    for agent in agents:
         result.append({
-            'id': lobster.id,
-            'name': lobster.name,
-            'emoji': lobster.emoji,
-            'port': lobster.port,
-            'specialty': lobster.specialty,
-            'container': lobster.container,
-            'app_name': lobster.app_name,
-            'app_id': lobster.app_id,
+            'id': agent.id,
+            'name': agent.name,
+            'emoji': agent.emoji,
+            'port': agent.port,
+            'specialty': agent.specialty,
+            'container': agent.container,
+            'app_name': agent.app_name,
+            'app_id': agent.app_id,
             'status': 'healthy',
             'last_check': datetime.now().isoformat()
         })
     return Response(result)
 
 @api_view(['GET'])
-def lobster_detail(request, lobster_id):
-    """获取单个龙虾详情"""
+def agent_detail(request, agent_id):
+    """获取单个 Agent 详情"""
     try:
-        lobster = Lobster.objects.get(id=lobster_id)
+        agent = Agent.objects.get(id=agent_id)
         return Response({
-            'id': lobster.id,
-            'name': lobster.name,
-            'emoji': lobster.emoji,
-            'port': lobster.port,
-            'specialty': lobster.specialty,
-            'container': lobster.container,
-            'app_name': lobster.app_name,
-            'app_id': lobster.app_id,
+            'id': agent.id,
+            'name': agent.name,
+            'emoji': agent.emoji,
+            'port': agent.port,
+            'specialty': agent.specialty,
+            'container': agent.container,
+            'app_name': agent.app_name,
+            'app_id': agent.app_id,
             'status': 'healthy',
-            'workspace': f'/home/node/.openclaw/workspace/{lobster.name.lower()}',
+            'workspace': f'/home/node/.openclaw/workspace/{agent.workspace}',
             'last_check': datetime.now().isoformat()
         })
-    except Lobster.DoesNotExist:
-        return Response({'error': '龙虾不存在'}, status=404)
-
-@api_view(['GET'])
-def lobster_memory(request, lobster_id):
-    """获取龙虾记忆"""
-    # 这里简化处理，实际应该读取文件
-    return Response({
-        'lobster_id': lobster_id,
-        'memory': '# 长期记忆\n\n记忆内容加载中...',
-        'daily_memories': []
-    })
+    except Agent.DoesNotExist:
+        return Response({'error': 'Agent 不存在'}, status=404)
 
 @api_view(['GET'])
 def tools_list(request):
@@ -74,34 +61,34 @@ def tools_list(request):
     return Response(tools)
 
 @api_view(['GET'])
-def lobster_memory_dates(request, lobster_id):
-    """获取龙虾有工作记忆的日期列表 - 从数据库读取"""
+def agent_memory_dates(request, agent_id):
+    """获取 Agent 有工作记忆的日期列表 - 从数据库读取"""
     try:
-        lobster = Lobster.objects.get(id=lobster_id)
-    except Lobster.DoesNotExist:
-        return Response({'error': '龙虾不存在'}, status=404)
+        agent = Agent.objects.get(id=agent_id)
+    except Agent.DoesNotExist:
+        return Response({'error': 'Agent 不存在'}, status=404)
     
     # 从数据库查询工作记忆
-    diaries = LobsterDiary.objects.filter(
-        lobster=lobster,
+    diaries = AgentDiary.objects.filter(
+        agent=agent,
         category='memory'
-    ).values_list('date', flat=True).distinct()
+    ).values_list('date', flat=True).distinct().order_by('-date')
     
     dates = [str(date) for date in sorted(diaries, reverse=True)]
     return Response({'dates': dates})
 
 @api_view(['GET'])
-def lobster_memory_detail(request, lobster_id, date):
+def agent_memory_detail(request, agent_id, date):
     """获取指定日期的工作记忆内容 - 从数据库读取"""
     try:
-        lobster = Lobster.objects.get(id=lobster_id)
-    except Lobster.DoesNotExist:
-        return Response({'error': '龙虾不存在'}, status=404)
+        agent = Agent.objects.get(id=agent_id)
+    except Agent.DoesNotExist:
+        return Response({'error': 'Agent 不存在'}, status=404)
     
     # 从数据库查询工作记忆
     try:
-        diary = LobsterDiary.objects.get(
-            lobster=lobster,
+        diary = AgentDiary.objects.get(
+            agent=agent,
             date=date,
             category='memory'
         )
@@ -111,38 +98,38 @@ def lobster_memory_detail(request, lobster_id, date):
             'title': diary.title,
             'tags': diary.tags,
         })
-    except LobsterDiary.DoesNotExist:
+    except AgentDiary.DoesNotExist:
         return Response({'error': '该日期没有工作记忆'}, status=404)
 
 @api_view(['GET'])
-def lobster_diary_dates(request, lobster_id):
-    """获取龙虾有日记（成才之路）的日期列表 - 从数据库读取"""
+def agent_diary_dates(request, agent_id):
+    """获取 Agent 有日记（成长之路）的日期列表 - 从数据库读取"""
     try:
-        lobster = Lobster.objects.get(id=lobster_id)
-    except Lobster.DoesNotExist:
-        return Response({'error': '龙虾不存在'}, status=404)
+        agent = Agent.objects.get(id=agent_id)
+    except Agent.DoesNotExist:
+        return Response({'error': 'Agent 不存在'}, status=404)
     
     # 从数据库查询日记日期
-    diaries = LobsterDiary.objects.filter(
-        lobster=lobster,
+    diaries = AgentDiary.objects.filter(
+        agent=agent,
         category='chengcai'
-    ).values_list('date', flat=True).distinct()
+    ).values_list('date', flat=True).distinct().order_by('-date')
     
     dates = [str(date) for date in sorted(diaries, reverse=True)]
     return Response({'dates': dates})
 
 @api_view(['GET'])
-def lobster_diary_detail(request, lobster_id, date):
-    """获取指定日期的日记内容（成才之路） - 从数据库读取"""
+def agent_diary_detail(request, agent_id, date):
+    """获取指定日期的日记内容（成长之路） - 从数据库读取"""
     try:
-        lobster = Lobster.objects.get(id=lobster_id)
-    except Lobster.DoesNotExist:
-        return Response({'error': '龙虾不存在'}, status=404)
+        agent = Agent.objects.get(id=agent_id)
+    except Agent.DoesNotExist:
+        return Response({'error': 'Agent 不存在'}, status=404)
     
     # 从数据库查询日记
     try:
-        diary = LobsterDiary.objects.get(
-            lobster=lobster,
+        diary = AgentDiary.objects.get(
+            agent=agent,
             date=date,
             category='chengcai'
         )
@@ -152,5 +139,5 @@ def lobster_diary_detail(request, lobster_id, date):
             'title': diary.title,
             'tags': diary.tags,
         })
-    except LobsterDiary.DoesNotExist:
+    except AgentDiary.DoesNotExist:
         return Response({'error': '该日期没有日记'}, status=404)

code/backend/backend/settings.py

@@ -22,7 +22,8 @@ INSTALLED_APPS = [
     'rest_framework',
     'corsheaders',
     'api',
-    'lobsters',
+    'lobsters',  # 旧版，待移除
+    'agents',    # 新版
 ]
 
 MIDDLEWARE = [

code/frontend/Dockerfile

@@ -0,0 +1,17 @@
+FROM node:18-alpine
+
+WORKDIR /app
+
+# 复制 package.json
+COPY package.json ./
+
+# 安装依赖
+RUN npm install
+
+# 复制代码
+COPY . .
+
+# 暴露端口
+EXPOSE 3000
+
+CMD ["npm", "start"]

code/frontend/package.json

@@ -1,7 +1,7 @@
 {
-  "name": "lobster-monitor-frontend",
+  "name": "agent-diary-frontend",
   "version": "1.0.0",
-  "description": "龙虾舰队监控中心 - React 前端",
+  "description": "Agent Diary - AI Agent 日记管理系统",
   "private": true,
   "dependencies": {
     "react": "^18.2.0",

code/frontend/public/index.html

@@ -3,7 +3,7 @@
 <head>
   <meta charset="UTF-8">
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
-  <title>🦞 龙虾舰队监控中心</title>
+  <title>🤖 Agent Diary - AI Agent 日记管理系统</title>
 </head>
 <body>
   <div id="root"></div>

code/frontend/src/App.js

@@ -1,14 +1,14 @@
 import React from 'react';
 import { BrowserRouter as Router, Routes, Route } from 'react-router-dom';
 import Dashboard from './pages/Dashboard';
-import LobsterDetail from './components/LobsterDetail';
+import AgentDetail from './components/AgentDetail';
 
 function App() {
   return (
     <Router>
       <Routes>
         <Route path="/" element={<Dashboard />} />
-        <Route path="/lobster/:lobsterId" element={<LobsterDetail />} />
+        <Route path="/agent/:agentId" element={<AgentDetail />} />
       </Routes>
     </Router>
   );

code/frontend/src/components/AgentDetail/index.js

@@ -5,24 +5,24 @@ import MemoryModal from '../MemoryModal';
 
 const API_BASE = 'http://localhost:8000/api';
 
-function LobsterDetail() {
-  const { lobsterId } = useParams();
+function AgentDetail() {
+  const { agentId } = useParams();
   const navigate = useNavigate();
-  const [lobster, setLobster] = useState(null);
+  const [agent, setAgent] = useState(null);
   const [loading, setLoading] = useState(true);
   const [showMemory, setShowMemory] = useState(false);
 
   useEffect(() => {
-    fetchLobsterDetail();
-  }, [lobsterId]);
+    fetchAgentDetail();
+  }, [agentId]);
 
-  const fetchLobsterDetail = async () => {
+  const fetchAgentDetail = async () => {
     try {
-      const response = await axios.get(`${API_BASE}/lobsters/${lobsterId}/`);
-      setLobster(response.data);
+      const response = await axios.get(`${API_BASE}/agents/${agentId}/`);
+      setAgent(response.data);
       setLoading(false);
     } catch (error) {
-      console.error('获取龙虾详情失败:', error);
+      console.error('获取 Agent 详情失败:', error);
       setLoading(false);
     }
   };
@@ -49,16 +49,16 @@ function LobsterDetail() {
     return (
       <div className="detail-loading">
         <div className="spinner"></div>
-        <p>正在加载龙虾信息...</p>
+        <p>正在加载 Agent 信息...</p>
       </div>
     );
   }
 
-  if (!lobster) {
+  if (!agent) {
     return (
       <div className="detail-error">
-        <h2>😕 未找到龙虾</h2>
-        <p>这只龙虾可能不存在或已被移除</p>
+        <h2>😕 未找到 Agent</h2>
+        <p>这个 Agent 可能不存在或已被移除</p>
         <button onClick={() => navigate('/')} className="back-btn">
           ← 返回监控中心
         </button>
@@ -67,12 +67,12 @@ function LobsterDetail() {
   }
 
   return (
-    <div className="lobster-detail">
+    <div className="agent-detail">
       <div className="detail-header">
         <button onClick={() => navigate('/')} className="back-btn">
           ← 返回监控中心
         </button>
-        <h1>{lobster.emoji} {lobster.name} - 详细信息</h1>
+        <h1>{agent.emoji} {agent.name} - 详细信息</h1>
       </div>
 
       <div className="detail-content">
@@ -80,50 +80,38 @@ function LobsterDetail() {
         <div className="info-card">
           <div className="card-header">
             <h2>📋 基本信息</h2>
-            <span className={`status-badge status-${lobster.status}`}>
-              <span className="status-dot" style={{ backgroundColor: getStatusColor(lobster.status) }}></span>
-              {getStatusText(lobster.status)}
+            <span className={`status-badge status-${agent.status}`}>
+              <span className="status-dot" style={{ backgroundColor: getStatusColor(agent.status) }}></span>
+              {getStatusText(agent.status)}
             </span>
           </div>
           <div className="card-body">
             <div className="info-row">
               <span className="info-label">名称</span>
-              <span className="info-value">{lobster.emoji} {lobster.name}</span>
+              <span className="info-value">{agent.emoji} {agent.name}</span>
             </div>
             <div className="info-row">
               <span className="info-label">专长</span>
-              <span className="info-value">{lobster.specialty}</span>
+              <span className="info-value">{agent.specialty}</span>
             </div>
             <div className="info-row">
               <span className="info-label">端口</span>
-              <span className="info-value">{lobster.port}</span>
+              <span className="info-value">{agent.port}</span>
             </div>
             <div className="info-row">
               <span className="info-label">容器</span>
-              <span className="info-value code">{lobster.container}</span>
+              <span className="info-value code">{agent.container}</span>
             </div>
-            {lobster.workspace && (
-              <div className="info-row workspace-row">
+            {agent.workspace && (
+              <div className="info-row">
                 <span className="info-label">工作区</span>
-                <div className="workspace-value">
-                  <code>{lobster.workspace}</code>
-                  <button 
-                    className="copy-btn"
-                    onClick={() => {
-                      navigator.clipboard.writeText(lobster.workspace);
-                      alert('工作区路径已复制到剪贴板！📋');
-                    }}
-                    title="复制路径"
-                  >
-                    📋 复制
-                  </button>
-                </div>
+                <span className="info-value code">{agent.workspace}</span>
               </div>
             )}
             <div className="info-row">
               <span className="info-label">最后检查</span>
               <span className="info-value">
-                {new Date(lobster.last_check).toLocaleString('zh-CN')}
+                {new Date(agent.last_check).toLocaleString('zh-CN')}
               </span>
             </div>
           </div>
@@ -144,14 +132,14 @@ function LobsterDetail() {
               </button>
               <button 
                 className="action-btn"
-                onClick={() => window.open(`http://localhost:${lobster.port}`, '_blank')}
+                onClick={() => window.open(`http://localhost:${agent.port}`, '_blank')}
               >
                 🔗 访问服务
               </button>
               <button 
                 className="action-btn"
                 onClick={() => {
-                  navigator.clipboard.writeText(`http://localhost:${lobster.port}`);
+                  navigator.clipboard.writeText(`http://localhost:${agent.port}`);
                   alert('已复制访问地址到剪贴板');
                 }}
               >
@@ -162,41 +150,6 @@ function LobsterDetail() {
         </div>
 
         {/* 状态历史卡片 */}
-        <div className="info-card">
-          <div className="card-header">
-            <h2>📱 外部应用</h2>
-          </div>
-          <div className="card-body">
-            {lobster.app_name && lobster.app_name !== '未配置' ? (
-              <div className="app-info">
-                <div className="app-icon">🪵</div>
-                <div className="app-details">
-                  <div className="app-name">{lobster.app_name}</div>
-                  <div className="app-id">
-                    <code>{lobster.app_id}</code>
-                    <button 
-                      className="copy-btn small"
-                      onClick={() => {
-                        navigator.clipboard.writeText(lobster.app_id);
-                        alert('应用 ID 已复制到剪贴板！📋');
-                      }}
-                      title="复制应用 ID"
-                    >
-                      📋 复制
-                    </button>
-                  </div>
-                </div>
-              </div>
-            ) : (
-              <div className="app-empty">
-                <p>😕 暂无外部应用</p>
-                <p className="app-hint">这只龙虾还没有关联外部应用哦~</p>
-              </div>
-            )}
-          </div>
-        </div>
-
-        {/* 运行统计卡片 */}
         <div className="info-card">
           <div className="card-header">
             <h2>📊 运行统计</h2>
@@ -216,7 +169,7 @@ function LobsterDetail() {
                 <div className="stat-label">今日错误</div>
               </div>
               <div className="stat-item">
-                <div className="stat-value">{lobster.port}</div>
+                <div className="stat-value">{agent.port}</div>
                 <div className="stat-label">服务端口</div>
               </div>
             </div>
@@ -227,14 +180,14 @@ function LobsterDetail() {
       {/* 日新弹窗 */}
       {showMemory && (
         <MemoryModal
-          lobsterId={lobsterId}
-          lobsterName={`${lobster.emoji} ${lobster.name}`}
+          agentId={agentId}
+          agentName={`${agent.emoji} ${agent.name}`}
           onClose={() => setShowMemory(false)}
         />
       )}
 
       <style>{`
-        .lobster-detail {
+        .agent-detail {
           max-width: 1200px;
           margin: 0 auto;
           padding: 20px;
@@ -329,54 +282,6 @@ function LobsterDetail() {
           border-radius: 4px;
         }
 
-        .workspace-row {
-          align-items: flex-start;
-        }
-
-        .workspace-value {
-          display: flex;
-          align-items: center;
-          gap: 10px;
-          flex: 1;
-          justify-content: flex-end;
-        }
-
-        .workspace-value code {
-          font-family: 'Courier New', monospace;
-          font-size: 0.85em;
-          background: #f7fafc;
-          padding: 6px 10px;
-          border-radius: 4px;
-          color: #2d3748;
-          word-break: break-all;
-          max-width: 400px;
-          overflow: hidden;
-          text-overflow: ellipsis;
-        }
-
-        .copy-btn {
-          background: linear-gradient(135deg, #48bb78 0%, #38a169 100%);
-          color: white;
-          border: none;
-          padding: 6px 12px;
-          border-radius: 6px;
-          cursor: pointer;
-          font-size: 0.85em;
-          font-weight: 600;
-          white-space: nowrap;
-          transition: all 0.2s;
-        }
-
-        .copy-btn:hover {
-          opacity: 0.9;
-          transform: translateY(-1px);
-          box-shadow: 0 4px 8px rgba(72, 187, 120, 0.3);
-        }
-
-        .copy-btn:active {
-          transform: translateY(0);
-        }
-
         .status-badge {
           display: flex;
           align-items: center;
@@ -457,67 +362,6 @@ function LobsterDetail() {
           font-size: 0.9em;
         }
 
-        .app-info {
-          display: flex;
-          align-items: flex-start;
-          gap: 15px;
-          padding: 10px 0;
-        }
-
-        .app-icon {
-          font-size: 2.5em;
-          line-height: 1;
-        }
-
-        .app-details {
-          flex: 1;
-          min-width: 0;
-        }
-
-        .app-name {
-          font-size: 1.1em;
-          font-weight: 600;
-          color: #2d3748;
-          margin-bottom: 8px;
-        }
-
-        .app-id {
-          display: flex;
-          align-items: center;
-          gap: 10px;
-          flex-wrap: wrap;
-        }
-
-        .app-id code {
-          font-family: 'Courier New', monospace;
-          font-size: 0.85em;
-          background: #f7fafc;
-          padding: 6px 10px;
-          border-radius: 4px;
-          color: #4a5568;
-          word-break: break-all;
-        }
-
-        .copy-btn.small {
-          padding: 4px 10px;
-          font-size: 0.8em;
-        }
-
-        .app-empty {
-          text-align: center;
-          padding: 30px 20px;
-          color: #a0aec0;
-        }
-
-        .app-empty p {
-          margin: 8px 0;
-        }
-
-        .app-hint {
-          font-size: 0.9em;
-          color: #cbd5e0;
-        }
-
         .detail-loading, .detail-error {
           display: flex;
           flex-direction: column;
@@ -565,4 +409,4 @@ function LobsterDetail() {
   );
 }
 
-export default LobsterDetail;
+export default AgentDetail;

code/frontend/src/components/MemoryModal/index.js

@@ -2,7 +2,7 @@ import React, { useState, useEffect } from 'react';
 
 const API_BASE = 'http://localhost:8000/api';
 
-function MemoryModal({ lobsterId, lobsterName, onClose }) {
+function MemoryModal({ agentId, agentName, onClose }) {
   const [activeTab, setActiveTab] = useState('diary'); // 'memory' 或 'diary'
   const [dates, setDates] = useState([]);
   const [diaryDates, setDiaryDates] = useState([]);
@@ -14,14 +14,14 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
   // 加载记忆和日记的日期
   useEffect(() => {
     loadDates();
-  }, [lobsterId, activeTab]);
+  }, [agentId, activeTab]);
 
   const loadDates = async () => {
     setLoading(true);
     try {
       if (activeTab === 'memory') {
         // 加载记忆日期（每日记忆文件）
-        const response = await fetch(`${API_BASE}/lobsters/${lobsterId}/memory/dates/`);
+        const response = await fetch(`${API_BASE}/agents/${agentId}/memory/dates/`);
         const data = await response.json();
         setDates(data.dates || []);
         if (data.dates && data.dates.length > 0) {
@@ -29,7 +29,7 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
         }
       } else {
         // 加载日记日期（成才之路）
-        const response = await fetch(`${API_BASE}/lobsters/${lobsterId}/diary/dates/`);
+        const response = await fetch(`${API_BASE}/agents/${agentId}/diary/dates/`);
         const data = await response.json();
         setDiaryDates(data.dates || []);
         if (data.dates && data.dates.length > 0) {
@@ -48,17 +48,17 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
     if (selectedDate) {
       loadContent(selectedDate);
     }
-  }, [selectedDate, activeTab, lobsterId]);
+  }, [selectedDate, activeTab, agentId]);
 
   const loadContent = async (date) => {
     setLoading(true);
     try {
       if (activeTab === 'memory') {
-        const response = await fetch(`${API_BASE}/lobsters/${lobsterId}/memory/${date}/`);
+        const response = await fetch(`${API_BASE}/agents/${agentId}/memory/${date}/`);
         const data = await response.json();
         setContent(data.content || '');
       } else {
-        const response = await fetch(`${API_BASE}/lobsters/${lobsterId}/diary/${date}/`);
+        const response = await fetch(`${API_BASE}/agents/${agentId}/diary/${date}/`);
         const data = await response.json();
         setContent(data.content || '');
       }
@@ -112,14 +112,14 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
   };
 
   const currentDates = activeTab === 'memory' ? dates : diaryDates;
-  const title = activeTab === 'memory' ? '📔 工作记忆' : '📖 成才之路';
+  const title = activeTab === 'memory' ? '📔 工作记忆' : '📖 成长之路';
   const emptyText = activeTab === 'memory' ? '这一天还没有工作记忆' : '这一天还没有日记';
 
   return (
     <div className="memory-modal-overlay" onClick={onClose}>
       <div className="memory-modal" onClick={e => e.stopPropagation()}>
         <div className="memory-modal-header">
-          <h2>{title} - {lobsterName}</h2>
+          <h2>{title} - {agentName}</h2>
           <button className="close-btn" onClick={onClose}>×</button>
         </div>
 
@@ -129,7 +129,7 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
             className={`tab-btn ${activeTab === 'diary' ? 'active' : ''}`}
             onClick={() => setActiveTab('diary')}
           >
-            📖 成才之路
+            📖 成长之路
           </button>
           <button 
             className={`tab-btn ${activeTab === 'memory' ? 'active' : ''}`}
@@ -315,35 +315,27 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
 
         .memory-calendar-panel {
           border: 1px solid #e2e8f0;
-          border-radius: 6px;
-          padding: 10px;
+          border-radius: 8px;
+          padding: 15px;
           background: white;
           display: flex;
           flex-direction: column;
-          width: 260px;
-          min-width: 260px;
         }
 
         .calendar-header {
           display: flex;
           justify-content: space-between;
           align-items: center;
-          margin-bottom: 10px;
+          margin-bottom: 15px;
         }
 
         .calendar-header button {
           background: #4299e1;
           color: white;
           border: none;
-          padding: 3px 6px;
-          border-radius: 3px;
+          padding: 5px 12px;
+          border-radius: 6px;
           cursor: pointer;
-          font-size: 0.85em;
-          width: 24px;
-          height: 24px;
-          display: flex;
-          align-items: center;
-          justify-content: center;
         }
 
         .calendar-header button:hover {
@@ -353,29 +345,30 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
         .calendar-grid {
           display: grid;
           grid-template-columns: repeat(7, 1fr);
-          gap: 2px;
+          gap: 4px;
           flex: 1;
         }
 
         .calendar-weekday {
           text-align: center;
-          font-size: 0.75em;
+          font-size: 0.8em;
           color: #718096;
-          padding: 6px 0;
+          padding: 8px 0;
           font-weight: 500;
         }
 
         .calendar-day {
-          width: 100%;
-          height: 32px;
+          width: 100% !important;
+          height: 36px !important;
           display: flex;
           align-items: center;
           justify-content: center;
-          border-radius: 3px;
-          font-size: 0.75em;
+          border-radius: 4px;
+          font-size: 0.85em;
           cursor: pointer;
           transition: all 0.2s;
-          padding: 0;
+          padding: 0 !important;
+          margin: 0 !important;
           box-sizing: border-box;
         }
 
@@ -388,27 +381,23 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
         }
 
         .calendar-day.has-memory {
-          background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
-          color: white;
-          font-weight: bold;
-          width: 100%;
-          height: 32px;
+          background: linear-gradient(135deg, #667eea 0%, #764ba2 100%) !important;
+          color: white !important;
+          font-weight: bold !important;
         }
 
         .calendar-day.selected {
-          border: 2px solid #ed8936;
-          background: #f6ad55;
-          color: white;
-          width: 100%;
-          height: 32px;
+          border: 2px solid #ed8936 !important;
+          background: #f6ad55 !important;
+          color: white !important;
         }
 
         .calendar-legend {
-          margin-top: 8px;
+          margin-top: 10px;
           display: flex;
-          gap: 12px;
-          font-size: 0.75em;
-          padding-top: 8px;
+          gap: 20px;
+          font-size: 0.85em;
+          padding-top: 10px;
           border-top: 1px solid #e2e8f0;
         }
 
@@ -439,9 +428,9 @@ function MemoryModal({ lobsterId, lobsterName, onClose }) {
         .stat-badge {
           background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
           color: white;
-          padding: 4px 10px;
-          border-radius: 16px;
-          font-size: 0.75em;
+          padding: 6px 12px;
+          border-radius: 20px;
+          font-size: 0.9em;
           font-weight: 600;
         }
 

code/frontend/src/pages/Dashboard/index.js

@@ -5,23 +5,23 @@ import axios from 'axios';
 const API_BASE = 'http://localhost:8000/api';
 
 function Dashboard() {
-  const [lobsters, setLobsters] = useState([]);
+  const [agents, setAgents] = useState([]);
   const [loading, setLoading] = useState(true);
   const navigate = useNavigate();
 
   useEffect(() => {
-    fetchLobsters();
-    const interval = setInterval(fetchLobsters, 5000);
+    fetchAgents();
+    const interval = setInterval(fetchAgents, 5000);
     return () => clearInterval(interval);
   }, []);
 
-  const fetchLobsters = async () => {
+  const fetchAgents = async () => {
     try {
-      const response = await axios.get(`${API_BASE}/lobsters/`);
-      setLobsters(response.data);
+      const response = await axios.get(`${API_BASE}/agents/`);
+      setAgents(response.data);
       setLoading(false);
     } catch (error) {
-      console.error('获取龙虾状态失败:', error);
+      console.error('获取 Agent 状态失败:', error);
     }
   };
 
@@ -31,22 +31,22 @@ function Dashboard() {
 
   return (
     <div className="dashboard">
-      <h1>🦞 龙虾舰队监控中心</h1>
-      <div className="lobster-grid">
-        {lobsters.map(lobster => (
-          <div key={lobster.id} className="lobster-card">
-            <div className="lobster-header">
-              <span className="lobster-name">{lobster.emoji} {lobster.name}</span>
-              <span className={`status status-${lobster.status}`}>{lobster.status}</span>
+      <h1>🤖 Agent 舰队监控中心</h1>
+      <div className="agent-grid">
+        {agents.map(agent => (
+          <div key={agent.id} className="agent-card">
+            <div className="agent-header">
+              <span className="agent-name">{agent.emoji} {agent.name}</span>
+              <span className={`status status-${agent.status}`}>{agent.status}</span>
             </div>
-            <div className="lobster-info">
-              <p>专长：{lobster.specialty}</p>
-              <p>端口：{lobster.port}</p>
-              <p>容器：{lobster.container}</p>
+            <div className="agent-info">
+              <p>专长：{agent.specialty}</p>
+              <p>端口：{agent.port}</p>
+              <p>容器：{agent.container}</p>
             </div>
-            <div className="lobster-actions">
-              <button className="detail-btn" onClick={() => navigate(`/lobster/${lobster.id}`)}>
-                📊 详情
+            <div className="agent-actions">
+              <button className="detail-btn" onClick={() => navigate(`/agent/${agent.id}`)}>
+                📊 Agent 详情
               </button>
             </div>
           </div>
@@ -72,13 +72,13 @@ const styles = `
   text-align: center;
 }
 
-.lobster-grid {
+.agent-grid {
   display: grid;
   grid-template-columns: repeat(auto-fill, minmax(320px, 1fr));
   gap: 20px;
 }
 
-.lobster-card {
+.agent-card {
   background: white;
   border-radius: 12px;
   padding: 20px;
@@ -86,12 +86,12 @@ const styles = `
   transition: transform 0.2s;
 }
 
-.lobster-card:hover {
+.agent-card:hover {
   transform: translateY(-4px);
   box-shadow: 0 8px 12px rgba(0, 0, 0, 0.15);
 }
 
-.lobster-header {
+.agent-header {
   display: flex;
   justify-content: space-between;
   align-items: center;
@@ -100,7 +100,7 @@ const styles = `
   border-bottom: 2px solid #e2e8f0;
 }
 
-.lobster-name {
+.agent-name {
   font-size: 1.3em;
   font-weight: bold;
   color: #2d3748;
@@ -128,23 +128,23 @@ const styles = `
   color: #742a2a;
 }
 
-.lobster-info {
+.agent-info {
   margin-bottom: 20px;
 }
 
-.lobster-info p {
+.agent-info p {
   margin: 8px 0;
   color: #4a5568;
   display: flex;
   justify-content: space-between;
 }
 
-.lobster-actions {
+.agent-actions {
   display: flex;
   gap: 10px;
 }
 
-.lobster-actions button {
+.agent-actions button {
   flex: 1;
   padding: 10px 16px;
   border: none;