完整实现 Swarm 多智能体协作系统

- 新增 CLIPluginAdapter 统一接口 (backend/app/core/agent_adapter.py)
- 新增 LLM 服务层，支持 Anthropic/OpenAI/DeepSeek/Ollama (backend/app/services/llm_service.py)
- 新增 Agent 执行引擎，支持文件锁自动管理 (backend/app/services/agent_executor.py)
- 新增 NativeLLMAgent 原生 LLM 适配器 (backend/app/adapters/native_llm_agent.py)
- 新增进程管理器 (backend/app/services/process_manager.py)
- 新增 Agent 控制 API (backend/app/routers/agents_control.py)
- 新增 WebSocket 实时通信 (backend/app/routers/websocket.py)
- 更新前端 AgentsPage，支持启动/停止 Agent
- 测试通过：Agent 启动、批量操作、栅栏同步

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

.doc/agents/arch-001/info.json

@@ -0,0 +1,9 @@
+{
+  "agent_id": "arch-001",
+  "name": "Architect",
+  "role": "architect",
+  "model": "claude-opus-4.6",
+  "description": "Architect - architect",
+  "created_at": "2026-03-09T17:23:06.837127",
+  "status": "idle"
+}

.doc/agents/arch-001/state.json

@@ -0,0 +1,7 @@
+{
+  "agent_id": "arch-001",
+  "current_task": "",
+  "progress": 0,
+  "working_files": [],
+  "last_update": "2026-03-09T17:23:06.852720"
+}

.doc/agents/claude-001/info.json

@@ -0,0 +1,9 @@
+{
+  "agent_id": "claude-001",
+  "name": "Claude Code",
+  "role": "architect",
+  "model": "claude-opus-4.6",
+  "description": "",
+  "created_at": "2026-03-05T10:17:03.114275",
+  "status": "idle"
+}

.doc/agents/claude-001/state.json

@@ -0,0 +1,7 @@
+{
+  "agent_id": "claude-001",
+  "current_task": "fixing bug",
+  "progress": 68,
+  "working_files": [],
+  "last_update": "2026-03-05T10:17:06.914810"
+}

.doc/agents/dev-001/info.json

@@ -0,0 +1,9 @@
+{
+  "agent_id": "dev-001",
+  "name": "Developer",
+  "role": "developer",
+  "model": "claude-sonnet-4.6",
+  "description": "Developer - developer",
+  "created_at": "2026-03-09T17:23:06.864073",
+  "status": "idle"
+}

.doc/agents/dev-001/state.json

@@ -0,0 +1,7 @@
+{
+  "agent_id": "dev-001",
+  "current_task": "",
+  "progress": 0,
+  "working_files": [],
+  "last_update": "2026-03-09T17:23:06.867216"
+}

.doc/agents/kimi-002/info.json

@@ -0,0 +1,9 @@
+{
+  "agent_id": "kimi-002",
+  "name": "Kimi CLI",
+  "role": "pm",
+  "model": "moonshot-v1-8k",
+  "description": "",
+  "created_at": "2026-03-05T10:17:04.382854",
+  "status": "idle"
+}

.doc/agents/kimi-002/state.json

@@ -0,0 +1,7 @@
+{
+  "agent_id": "kimi-002",
+  "current_task": "",
+  "progress": 0,
+  "working_files": [],
+  "last_update": "2026-03-05T10:17:04.387780"
+}

.doc/agents/qa-001/info.json

@@ -0,0 +1,9 @@
+{
+  "agent_id": "qa-001",
+  "name": "QA Engineer",
+  "role": "qa",
+  "model": "claude-haiku-4.6",
+  "description": "QA Engineer - qa",
+  "created_at": "2026-03-09T17:23:06.877677",
+  "status": "idle"
+}

.doc/agents/qa-001/state.json

@@ -0,0 +1,7 @@
+{
+  "agent_id": "qa-001",
+  "current_task": "",
+  "progress": 0,
+  "working_files": [],
+  "last_update": "2026-03-09T17:23:06.880737"
+}

.doc/agents/test-001/info.json

@@ -0,0 +1,9 @@
+{
+  "agent_id": "test-001",
+  "name": "Test Agent",
+  "role": "developer",
+  "model": "claude-sonnet-4.6",
+  "description": "Test Agent - developer",
+  "created_at": "2026-03-09T17:22:39.234290",
+  "status": "idle"
+}

.doc/agents/test-001/state.json

@@ -0,0 +1,7 @@
+{
+  "agent_id": "test-001",
+  "current_task": "",
+  "progress": 0,
+  "working_files": [],
+  "last_update": "2026-03-09T17:22:39.236368"
+}

.doc/agents/test-agent-001/info.json

@@ -0,0 +1,9 @@
+{
+  "agent_id": "test-agent-001",
+  "name": "Test Agent",
+  "role": "developer",
+  "model": "claude-opus-4.6",
+  "description": "测试用的 Agent",
+  "created_at": "2026-03-09T09:28:05.266992",
+  "status": "idle"
+}

.doc/agents/test-agent-001/state.json

@@ -0,0 +1,7 @@
+{
+  "agent_id": "test-agent-001",
+  "current_task": "修复 bug",
+  "progress": 75,
+  "working_files": [],
+  "last_update": "2026-03-09T09:28:05.280849"
+}