feat(engine): 添加MCP连接管理和工具集成功能

- 集成MCP连接管理器，支持MCP服务器连接
- 添加多种内置工具：ClarifyTool、CronTool、DelegateTool、ExecuteCodeTool、
  PatchFileTool、ProcessTool、SendMessageTool、SpawnTool、TerminalTool、
  TodoTool、WebFetchTool、WebSearchTool、WriteFileTool等
- 实现工具注册和装配功能
- 添加技能选择上下文参数
- 支持思考模式控制参数thinking_enabled

feat(coordinator): 重构任务执行计划器参数命名

- 将learning_candidate_enabled重命名为allow_candidate_generation
- 更新TeamGraphScheduler中的参数传递
- 修改LocalAgentRunner中的相关参数处理
- 更新README文档中的相应描述

refactor(context): 标准化工具调用参数格式

- 添加_json导入用于参数序列化
- 实现_provider_tool_calls方法标准化OpenAI兼容的工具调用载荷
- 修复工具调用中参数非字符串类型的序列化问题

refactor(session): 优化消息历史记录过滤逻辑

- 修改get_messages_as_conversation为基于运行状态过滤消息
- 排除未完成、失败或错误结束的运行记录
- 改进对话历史的可见性控制机制

fix(store): 修复FTS索引重建逻辑

- 添加异常处理防止FTS索引创建失败
- 实现_rebuild_fts_index方法重新构建全文搜索索引
- 优化索引触发器和表的维护流程

agents/registry.json

@@ -0,0 +1,145 @@
+{
+  "agents": [
+    {
+      "agent_id": "researcher",
+      "capabilities": [
+        "research",
+        "analysis",
+        "source review",
+        "requirements"
+      ],
+      "created_at": "2026-05-11T03:13:06.912240+00:00",
+      "description": "Finds facts, references, constraints, and implementation options.",
+      "display_name": "Researcher",
+      "metadata": {},
+      "model": null,
+      "name": "researcher",
+      "priority": 50,
+      "provider_name": null,
+      "role": "research",
+      "skill_names": [],
+      "source": "builtin",
+      "status": "active",
+      "system_prompt": "You are a research specialist. Gather concise evidence and tradeoffs for the parent task.",
+      "tags": [
+        "planning",
+        "research"
+      ],
+      "tool_hints": [],
+      "updated_at": "2026-05-11T03:13:06.912247+00:00"
+    },
+    {
+      "agent_id": "implementer",
+      "capabilities": [
+        "implementation",
+        "coding",
+        "refactor",
+        "integration"
+      ],
+      "created_at": "2026-05-11T03:13:06.912250+00:00",
+      "description": "Builds scoped implementation slices and proposes concrete changes.",
+      "display_name": "Implementer",
+      "metadata": {},
+      "model": null,
+      "name": "implementer",
+      "priority": 45,
+      "provider_name": null,
+      "role": "implementation",
+      "skill_names": [],
+      "source": "builtin",
+      "status": "active",
+      "system_prompt": "You are an implementation specialist. Produce practical, scoped implementation output.",
+      "tags": [
+        "coding",
+        "build"
+      ],
+      "tool_hints": [],
+      "updated_at": "2026-05-11T03:13:06.912251+00:00"
+    },
+    {
+      "agent_id": "reviewer",
+      "capabilities": [
+        "review",
+        "quality",
+        "risk",
+        "verification"
+      ],
+      "created_at": "2026-05-11T03:13:06.912252+00:00",
+      "description": "Reviews plans, code, outputs, and risks before final synthesis.",
+      "display_name": "Reviewer",
+      "metadata": {},
+      "model": null,
+      "name": "reviewer",
+      "priority": 45,
+      "provider_name": null,
+      "role": "review",
+      "skill_names": [],
+      "source": "builtin",
+      "status": "active",
+      "system_prompt": "You are a review specialist. Focus on defects, missing requirements, and risks.",
+      "tags": [
+        "review",
+        "quality"
+      ],
+      "tool_hints": [],
+      "updated_at": "2026-05-11T03:13:06.912253+00:00"
+    },
+    {
+      "agent_id": "tester",
+      "capabilities": [
+        "testing",
+        "verification",
+        "regression",
+        "qa"
+      ],
+      "created_at": "2026-05-11T03:13:06.912255+00:00",
+      "description": "Designs and executes verification checks for task outputs.",
+      "display_name": "Tester",
+      "metadata": {},
+      "model": null,
+      "name": "tester",
+      "priority": 40,
+      "provider_name": null,
+      "role": "testing",
+      "skill_names": [],
+      "source": "builtin",
+      "status": "active",
+      "system_prompt": "You are a testing specialist. Identify focused checks and report pass/fail evidence.",
+      "tags": [
+        "test",
+        "quality"
+      ],
+      "tool_hints": [],
+      "updated_at": "2026-05-11T03:13:06.912256+00:00"
+    },
+    {
+      "agent_id": "documenter",
+      "capabilities": [
+        "documentation",
+        "explanation",
+        "migration notes",
+        "release notes"
+      ],
+      "created_at": "2026-05-11T03:13:06.912257+00:00",
+      "description": "Writes and reconciles user-facing and internal documentation updates.",
+      "display_name": "Documenter",
+      "metadata": {},
+      "model": null,
+      "name": "documenter",
+      "priority": 35,
+      "provider_name": null,
+      "role": "documentation",
+      "skill_names": [],
+      "source": "builtin",
+      "status": "active",
+      "system_prompt": "You are a documentation specialist. Produce concise docs aligned with the implementation.",
+      "tags": [
+        "docs",
+        "communication"
+      ],
+      "tool_hints": [],
+      "updated_at": "2026-05-11T03:13:06.912258+00:00"
+    }
+  ],
+  "version": 1
+}