From e0efa7e9b15536e29df9696a4fb47bf1418057fd Mon Sep 17 00:00:00 2001
From: renjianbo <18691577328@163.com>
Date: Thu, 18 Jun 2026 21:31:16 +0800
Subject: [PATCH] feat: add DAG-based parallel phase execution with depends_on
 support
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Phases can now declare `depends_on` to enable parallel execution of
independent phases via asyncio.gather. Backward compatible — templates
without depends_on continue to use sequential execution.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 backend/app/services/team_orchestrator.py | 530 ++++++++++++++++------
 backend/app/services/team_service.py      |  48 +-
 2 files changed, 408 insertions(+), 170 deletions(-)

diff --git a/backend/app/services/team_orchestrator.py b/backend/app/services/team_orchestrator.py
index 2d2f229..b0bea16 100644
--- a/backend/app/services/team_orchestrator.py
+++ b/backend/app/services/team_orchestrator.py
@@ -9,6 +9,7 @@
 """
 from __future__ import annotations
 
+import asyncio
 import json
 import re
 import logging
@@ -74,7 +75,7 @@ def _build_agent_config(agent: Agent, auto_approve_files: bool = True) -> AgentC
 
 
 def _parse_plan_json(raw_output: str) -> Dict[str, Any]:
-    """从 LLM 原始输出中提取 JSON 计划。"""
+    """从 LLM 原始输出中提取 JSON 计划（含 Markdown 表格回退）。"""
     text = raw_output.strip()
     # 尝试直接解析
     try:
@@ -82,24 +83,80 @@ def _parse_plan_json(raw_output: str) -> Dict[str, Any]:
     except json.JSONDecodeError:
         pass
     # 从 ```json ... ``` 中提取
-    import re
     m = re.search(r'```(?:json)?\s*([\s\S]*?)\s*```', text)
     if m:
         try:
             return json.loads(m.group(1))
         except json.JSONDecodeError:
             pass
-    # 从 { ... } 中提取
+    # 从 { ... } 中提取（含 phases 键）
     m = re.search(r'\{[\s\S]*"phases"[\s\S]*\}', text)
     if m:
         try:
             return json.loads(m.group())
         except json.JSONDecodeError:
             pass
+
+    # ─── 回退：从 Markdown 表格提取 phases ───
+    # 匹配形如 | **phase-1** | `functional_tester` | ... | 的行
+    phases = _parse_phases_from_markdown(text)
+    if phases:
+        project_name = ""
+        m = re.search(r'(?:项目|测试).*?[：:]\s*(.+?)(?:\n|$)', text)
+        if m:
+            project_name = m.group(1).strip()
+        return {
+            "project_name": project_name or "未命名项目",
+            "analysis": "",
+            "user_stories": [],
+            "phases": phases,
+            "acceptance_criteria": [],
+        }
+
     logger.warning("无法从输出中解析 JSON 计划，原始输出: %.500s", text)
     return {}
 
 
+def _parse_phases_from_markdown(text: str) -> List[Dict[str, Any]]:
+    """从 Markdown 表格中提取 phase 信息。支持格式:
+    | **phase-1** | `functional_tester` | 核心任务 | 工时 |
+    | phase-1 | functional_tester | 描述 |
+    """
+    phases = []
+    # 匹配表格行: | (可选**的) phase-N (可选**) | role | description | ... |
+    # role 可能带反引号 `role` 或直接是文本
+    table_row = re.compile(
+        r'^\|\s*\*{0,2}(?:phase[-–]?\s*)?(\d+)\*{0,2}\s*\|'
+        r'\s*(?:`)?([a-z_]+)(?:`)?\s*\|'
+        r'\s*([^|]+?)\s*\|',
+        re.MULTILINE | re.IGNORECASE
+    )
+    for m in table_row.finditer(text):
+        phase_num = int(m.group(1))
+        role = m.group(2).strip().lower()
+        desc = m.group(3).strip()
+        # 验证 role 是合法角色名
+        if role not in ("test_planner", "functional_tester", "ux_reviewer", "edge_explorer",
+                        "performance_evaluator", "pm", "designer", "developer", "qa", "devops",
+                        "curriculum_designer", "instructor", "teaching_assistant", "academic_admin",
+                        "fullstack_dev", "fe_ux_engineer", "platform_devops", "qa_engineer", "product_lead",
+                        "doc_architect", "tech_writer", "api_doc_specialist", "translator_reviewer",
+                        "release_manager", "health_assessor", "nutritionist", "exercise_rehab",
+                        "psychologist", "chronic_manager", "triage_specialist", "record_analyst",
+                        "medication_reviewer", "followup_manager", "insurance_coordinator"):
+            continue
+        phases.append({
+            "phase": phase_num,
+            "name": desc[:60],
+            "role": role,
+            "description": desc,
+            "expected_output": f"{role} 阶段的产出物",
+        })
+    if phases:
+        logger.info("从 Markdown 表格提取到 %d 个 phases", len(phases))
+    return phases
+
+
 def _resolve_workspace_root() -> Path:
     """获取文件工具的工作区根目录（与 builtin_tools.py 逻辑一致）。"""
     from app.core.config import settings
@@ -234,6 +291,162 @@ class TeamOrchestrator:
             return members[0].role
         return "pm"
 
+    async def _run_single_phase(
+        self,
+        phase: Dict[str, Any],
+        members: List[TeamMember],
+        context_doc: str,
+        project_path: Path,
+        prev_files: set,
+    ) -> Dict[str, Any]:
+        """执行单个 phase（可被 asyncio.gather 并发调用）。
+
+        每个 phase 创建独立的 AgentRuntime，互不干扰。
+        """
+        phase_num = phase.get("phase", 0)
+        role = phase.get("role", "developer")
+        phase_name = phase.get("name", f"阶段 {phase_num}")
+        phase_desc = phase.get("description", "")
+        expected = phase.get("expected_output", "")
+
+        # DB 查询在协程内完成（members 已预加载，此处仅内存迭代）
+        agent = None
+        for m in members:
+            if m.role == role:
+                agent = m.agent
+                break
+
+        if not agent:
+            logger.warning("团队编排 [%s]: 阶段 %s 缺少角色 '%s'，跳过",
+                           self.team_id, phase_num, role)
+            return {
+                "phase": phase_num, "name": phase_name, "role": role,
+                "agent_name": None,
+                "output": f"跳过: 无 {role} 角色",
+                "success": False, "error": f"missing_role:{role}",
+                "files": [],
+            }
+
+        logger.info("团队编排 [%s]: 执行阶段 %s — %s (角色: %s, Agent: %s)",
+                    self.team_id, phase_num, phase_name, role, agent.name)
+
+        try:
+            agent_config = _build_agent_config(agent, self.auto_approve_files)
+            runtime = AgentRuntime(agent_config)
+
+            phase_input = (
+                f"{context_doc}\n"
+                f"## 当前阶段: {phase_name}\n"
+                f"任务描述: {phase_desc}\n"
+                f"期望产出: {expected}\n"
+                f"项目文件保存目录: {project_path}\n"
+                f"请将所有产出文件写入此目录，完成此阶段的工作并输出你的交付物。"
+            )
+            phase_result = await runtime.run(phase_input)
+
+            output_text = phase_result.content if phase_result.success else (
+                phase_result.error or "执行失败"
+            )
+
+            # 提取本阶段写入的文件（AgentResult + 目录扫描双保险）
+            extracted = _extract_written_files(phase_result)
+            current_files = set(_scan_directory_files(project_path))
+            phase_files = sorted(current_files - prev_files)
+            for fp in extracted:
+                if fp not in phase_files:
+                    phase_files.append(fp)
+
+            return {
+                "phase": phase_num, "name": phase_name, "role": role,
+                "agent_name": agent.name,
+                "output": output_text,
+                "success": phase_result.success,
+                "iterations": phase_result.iterations_used,
+                "tool_calls": phase_result.tool_calls_made,
+                "error": phase_result.error if not phase_result.success else None,
+                "files": phase_files,
+            }
+        except Exception as e:
+            logger.error("团队编排 [%s]: 阶段 %s 异常: %s", self.team_id, phase_num, e)
+            return {
+                "phase": phase_num, "name": phase_name, "role": role,
+                "agent_name": agent.name,
+                "output": f"执行异常: {e}",
+                "success": False, "error": str(e),
+                "files": [],
+            }
+
+    async def _execute_phases_parallel(
+        self,
+        phases: List[Dict[str, Any]],
+        members: List[TeamMember],
+        context_doc: str,
+        project_path: Path,
+        prev_files: set,
+    ):
+        """DAG 并行执行 phases。按 depends_on 拓扑分批，批内 asyncio.gather 并发。
+
+        Returns:
+            (phase_results, updated_context_doc, updated_prev_files, all_files)
+        """
+        results: List[Dict[str, Any]] = []
+        completed: Dict[int, str] = {}  # phase_num → output_text
+        pending = {p["phase"]: p for p in phases}
+        current_prev = prev_files.copy()
+        current_context = context_doc
+        all_files: List[str] = []
+
+        while pending:
+            # 找出所有依赖已满足的阶段
+            ready = [
+                p for p in pending.values()
+                if all(d in completed for d in p.get("depends_on", []))
+            ]
+            if not ready:
+                raise RuntimeError(
+                    f"阶段循环依赖，无法继续。已完成: {list(completed.keys())}, "
+                    f"待处理: {list(pending.keys())}"
+                )
+
+            logger.info("团队编排 [%s]: 并行批次 — %d 个阶段: %s",
+                        self.team_id, len(ready),
+                        [(p["phase"], p.get("name", "")) for p in ready])
+
+            # 并行执行所有就绪阶段
+            tasks = [
+                self._run_single_phase(p, members, current_context, project_path, current_prev)
+                for p in ready
+            ]
+            batch_results = await asyncio.gather(*tasks, return_exceptions=True)
+
+            for p, r in zip(ready, batch_results):
+                if isinstance(r, Exception):
+                    r = {
+                        "phase": p["phase"], "name": p.get("name", ""),
+                        "role": p.get("role", ""),
+                        "agent_name": None,
+                        "output": f"并行执行异常: {r}",
+                        "success": False, "error": str(r),
+                        "files": [],
+                    }
+
+                # 记录完成
+                completed[p["phase"]] = r.get("output", "")
+                # 更新共享上下文（后续批次可见）
+                current_context += (
+                    f"\n## 阶段 {p['phase']}: {p.get('name', '')}\n"
+                    f"{r.get('output', '')[:2000]}\n"
+                )
+                # 更新文件追踪
+                for fp in r.get("files", []):
+                    if fp not in all_files:
+                        all_files.append(fp)
+                    current_prev.add(fp)
+                results.append(r)
+                del pending[p["phase"]]
+
+        return results, current_context, current_prev, all_files
+
     async def execute(self, project_description: str, auto_approve_files: bool = True) -> Dict[str, Any]:
         """执行团队项目（非流式）。
 
@@ -317,93 +530,53 @@ class TeamOrchestrator:
 
         logger.info("团队编排 [%s]: PM 生成 %d 个阶段", self.team_id, len(plan["phases"]))
 
-        # ─── Phase 1..N: 顺序执行 ───
+        # ─── Phase 1..N: DAG 并行执行（含顺序回退） ───
         all_outputs: List[str] = []
         context_doc = f"# 项目: {plan.get('project_name', '未命名')}\n\n## 需求分析\n{plan.get('analysis', '')}\n\n"
+        phases = plan["phases"]
 
-        for i, phase in enumerate(plan["phases"]):
-            phase_num = phase.get("phase", i + 1)
-            role = phase.get("role", "developer")
-            phase_name = phase.get("name", f"阶段 {phase_num}")
-            phase_desc = phase.get("description", "")
-            expected = phase.get("expected_output", "")
+        # 检测是否有 phase 显式指定了 depends_on 以决定是否启用并行
+        has_dependencies = any(p.get("depends_on") for p in phases)
 
-            agent = self._get_agent_by_role(members, role)
-            if not agent:
-                logger.warning("团队编排 [%s]: 阶段 %s 缺少角色 '%s'，跳过", self.team_id, phase_num, role)
-                all_outputs.append(f"[跳过] 阶段 {phase_num} ({phase_name}): 无 {role} 角色")
-                results["phases"].append({
-                    "phase": phase_num,
-                    "name": phase_name,
-                    "role": role,
-                    "agent_name": None,
-                    "output": f"跳过: 无 {role} 角色",
-                    "success": False,
-                    "error": f"missing_role:{role}",
-                    "files": [],
-                })
-                continue
-
-            logger.info("团队编排 [%s]: 执行阶段 %s — %s (角色: %s, Agent: %s)",
-                        self.team_id, phase_num, phase_name, role, agent.name)
-
-            try:
-                agent_config = _build_agent_config(agent, self.auto_approve_files)
-                runtime = AgentRuntime(agent_config)
-
-                phase_input = (
-                    f"{context_doc}\n"
-                    f"## 当前阶段: {phase_name}\n"
-                    f"任务描述: {phase_desc}\n"
-                    f"期望产出: {expected}\n"
-                    f"项目文件保存目录: {project_path}\n"
-                    f"请将所有产出文件写入此目录，完成此阶段的工作并输出你的交付物。"
+        if has_dependencies:
+            logger.info("团队编排 [%s]: 使用 DAG 并行模式执行 %d 个阶段", self.team_id, len(phases))
+            phase_results, context_doc, prev_files, all_files = await self._execute_phases_parallel(
+                phases, members, context_doc, project_path, prev_files
+            )
+            results["phases"] = phase_results
+            all_outputs = [
+                f"## {r['name']} ({r['role']})\n{r.get('output', '')}"
+                for r in phase_results
+            ]
+            # 更新 success（任一阶段失败则整体失败）
+            for r in phase_results:
+                if not r.get("success"):
+                    results["success"] = False
+        else:
+            # ─── 顺序执行（向后兼容：无 depends_on 的旧版模板） ───
+            for i, phase in enumerate(phases):
+                r = await self._run_single_phase(
+                    phase, members, context_doc, project_path, prev_files
                 )
-                phase_result = await runtime.run(phase_input)
+                phase_num = r["phase"]
+                phase_name = r["name"]
+                role = r["role"]
+                output_text = r.get("output", "")
 
-                output_text = phase_result.content if phase_result.success else (
-                    phase_result.error or "执行失败"
-                )
-                context_doc += f"\n## 阶段 {phase_num}: {phase_name}\n{output_text[:2000]}\n"
+                if r["success"]:
+                    context_doc += f"\n## 阶段 {phase_num}: {phase_name}\n{output_text[:2000]}\n"
+                    all_outputs.append(f"## {phase_name} ({role})\n{output_text}")
+                    for fp in r.get("files", []):
+                        if fp not in all_files:
+                            all_files.append(fp)
+                    # 更新 prev_files 供下一阶段使用
+                    for fp in r.get("files", []):
+                        prev_files.add(fp)
+                else:
+                    all_outputs.append(f"[跳过] 阶段 {phase_num} ({phase_name}): {r.get('error', '')}")
+                    results["success"] = False
 
-                all_outputs.append(f"## {phase_name} ({role})\n{output_text}")
-
-                # 提取本阶段写入的文件（从 AgentResult + 目录扫描双保险）
-                extracted = _extract_written_files(phase_result)
-                current_files = set(_scan_directory_files(project_path))
-                phase_files = sorted(current_files - prev_files)
-                # 同时保留从 AgentResult 提取的文件（可能包含项目目录外的文件）
-                for fp in extracted:
-                    if fp not in phase_files:
-                        phase_files.append(fp)
-                prev_files = current_files
-                all_files.extend(phase_files)
-
-                results["phases"].append({
-                    "phase": phase_num,
-                    "name": phase_name,
-                    "role": role,
-                    "agent_name": agent.name,
-                    "output": output_text,
-                    "success": phase_result.success,
-                    "iterations": phase_result.iterations_used,
-                    "tool_calls": phase_result.tool_calls_made,
-                    "error": phase_result.error if not phase_result.success else None,
-                    "files": phase_files,
-                })
-            except Exception as e:
-                logger.error("团队编排 [%s]: 阶段 %s 异常: %s", self.team_id, phase_num, e)
-                results["phases"].append({
-                    "phase": phase_num,
-                    "name": phase_name,
-                    "role": role,
-                    "agent_name": agent.name if agent else None,
-                    "output": f"执行异常: {e}",
-                    "success": False,
-                    "error": str(e),
-                    "files": [],
-                })
-                results["success"] = False
+                results["phases"].append(r)
 
         # ─── QA 审查 ───
         qa_agent = self._get_agent_by_role(members, "qa")
@@ -522,59 +695,135 @@ class TeamOrchestrator:
         phases = plan["phases"]
         context_doc = f"# 项目: {plan.get('project_name', '未命名')}\n\n## 需求分析\n{plan.get('analysis', '')}\n\n"
 
-        # ─── 顺序执行各阶段 ───
-        for i, phase in enumerate(phases):
-            phase_num = phase.get("phase", i + 1)
-            role = phase.get("role", "developer")
-            phase_name = phase.get("name", f"阶段 {phase_num}")
-            phase_desc = phase.get("description", "")
-            expected = phase.get("expected_output", "")
+        # 检测是否有 phase 显式指定了 depends_on
+        has_dependencies = any(p.get("depends_on") for p in phases)
 
-            agent = self._get_agent_by_role(members, role)
-            if not agent:
-                msg = f"阶段 {phase_num} ({phase_name}) 跳过: 无 {role} 角色"
-                yield {"type": "phase_done", "phase": phase_num, "name": phase_name,
-                       "role": role, "success": False, "error": f"missing_role:{role}"}
-                all_outputs.append(f"[跳过] {msg}")
-                continue
+        if has_dependencies:
+            # ─── DAG 并行执行（流式） ───
+            completed: Dict[int, str] = {}
+            pending = {p["phase"]: p for p in phases}
+            current_prev = prev_files.copy()
+            current_context = context_doc
 
-            yield {
-                "type": "phase_start",
-                "phase": phase_num,
-                "name": phase_name,
-                "role": role,
-                "agent": agent.name,
-            }
+            while pending:
+                ready = [
+                    p for p in pending.values()
+                    if all(d in completed for d in p.get("depends_on", []))
+                ]
+                if not ready:
+                    yield {"type": "error", "content": "阶段循环依赖，无法继续"}
+                    return
 
-            try:
-                agent_config = _build_agent_config(agent, self.auto_approve_files)
-                runtime = AgentRuntime(agent_config)
+                # 预解析 agent 信息
+                phase_agents = []
+                for p in ready:
+                    agent = self._get_agent_by_role(members, p.get("role", ""))
+                    phase_agents.append((p, agent))
 
-                phase_input = (
-                    f"{context_doc}\n"
-                    f"## 当前阶段: {phase_name}\n"
-                    f"任务描述: {phase_desc}\n"
-                    f"期望产出: {expected}\n"
-                    f"项目文件保存目录: {project_path}\n"
-                    f"请将所有产出文件写入此目录，完成此阶段的工作并输出你的交付物。"
+                # 通知前端并行批次开始
+                yield {
+                    "type": "parallel_batch_start",
+                    "phases": [
+                        {"phase": p["phase"], "name": p.get("name"), "role": p.get("role", ""),
+                         "agent": a.name if a else None}
+                        for p, a in phase_agents
+                    ],
+                }
+
+                # 各阶段启动事件
+                for p, agent in phase_agents:
+                    yield {
+                        "type": "phase_start",
+                        "phase": p["phase"],
+                        "name": p.get("name"),
+                        "role": p.get("role", ""),
+                        "agent": agent.name if agent else None,
+                    }
+
+                # 并行执行所有就绪阶段
+                tasks = [
+                    self._run_single_phase(p, members, current_context, project_path, current_prev)
+                    for p, _ in phase_agents
+                ]
+                batch_results = await asyncio.gather(*tasks, return_exceptions=True)
+
+                for (p, agent), r in zip(phase_agents, batch_results):
+                    if isinstance(r, Exception):
+                        r = {
+                            "phase": p["phase"], "name": p.get("name", ""),
+                            "role": p.get("role", ""),
+                            "agent_name": agent.name if agent else None,
+                            "output": f"并行执行异常: {r}",
+                            "success": False, "error": str(r),
+                            "files": [],
+                        }
+
+                    output_text = r.get("output", "")
+                    completed[p["phase"]] = output_text
+                    current_context += f"\n## 阶段 {p['phase']}: {p.get('name', '')}\n{output_text[:2000]}\n"
+                    all_outputs.append(f"## {r['name']} ({r['role']})\n{output_text}")
+
+                    for fp in r.get("files", []):
+                        if fp not in all_files:
+                            all_files.append(fp)
+                        current_prev.add(fp)
+
+                    yield {
+                        "type": "phase_done",
+                        "phase": p["phase"],
+                        "name": r["name"],
+                        "role": r["role"],
+                        "agent": agent.name if agent else None,
+                        "output": output_text,
+                        "success": r.get("success", False),
+                        "iterations": r.get("iterations"),
+                        "tool_calls": r.get("tool_calls"),
+                        "error": r.get("error") if not r.get("success") else None,
+                        "files": r.get("files", []),
+                    }
+                    del pending[p["phase"]]
+
+                yield {
+                    "type": "parallel_batch_end",
+                    "completed": [p["phase"] for p, _ in phase_agents],
+                }
+
+            prev_files = current_prev
+            context_doc = current_context
+        else:
+            # ─── 顺序执行（向后兼容：无 depends_on 的旧版模板/计划） ───
+            for i, phase in enumerate(phases):
+                phase_num = phase.get("phase", i + 1)
+                role = phase.get("role", "developer")
+                phase_name = phase.get("name", f"阶段 {phase_num}")
+
+                agent = self._get_agent_by_role(members, role)
+                if not agent:
+                    yield {"type": "phase_done", "phase": phase_num, "name": phase_name,
+                           "role": role, "success": False, "error": f"missing_role:{role}"}
+                    all_outputs.append(f"[跳过] 阶段 {phase_num} ({phase_name}): 无 {role} 角色")
+                    continue
+
+                yield {
+                    "type": "phase_start",
+                    "phase": phase_num,
+                    "name": phase_name,
+                    "role": role,
+                    "agent": agent.name,
+                }
+
+                r = await self._run_single_phase(
+                    phase, members, context_doc, project_path, prev_files
                 )
-                phase_result = await runtime.run(phase_input)
+                output_text = r.get("output", "")
 
-                output_text = phase_result.content if phase_result.success else (
-                    phase_result.error or "执行失败"
-                )
-                context_doc += f"\n## 阶段 {phase_num}: {phase_name}\n{output_text[:2000]}\n"
-                all_outputs.append(f"## {phase_name} ({role})\n{output_text}")
-
-                # 提取本阶段写入的文件（从 AgentResult + 目录扫描双保险）
-                extracted = _extract_written_files(phase_result)
-                current_files = set(_scan_directory_files(project_path))
-                phase_files = sorted(current_files - prev_files)
-                for fp in extracted:
-                    if fp not in phase_files:
-                        phase_files.append(fp)
-                prev_files = current_files
-                all_files.extend(phase_files)
+                if r.get("success"):
+                    context_doc += f"\n## 阶段 {phase_num}: {phase_name}\n{output_text[:2000]}\n"
+                    all_outputs.append(f"## {phase_name} ({role})\n{output_text}")
+                    for fp in r.get("files", []):
+                        if fp not in all_files:
+                            all_files.append(fp)
+                        prev_files.add(fp)
 
                 yield {
                     "type": "phase_done",
@@ -583,22 +832,11 @@ class TeamOrchestrator:
                     "role": role,
                     "agent": agent.name,
                     "output": output_text,
-                    "success": phase_result.success,
-                    "iterations": phase_result.iterations_used,
-                    "tool_calls": phase_result.tool_calls_made,
-                    "error": phase_result.error if not phase_result.success else None,
-                    "files": phase_files,
-                }
-            except Exception as e:
-                logger.error("团队编排: 阶段 %s 异常: %s", phase_num, e)
-                yield {
-                    "type": "phase_done",
-                    "phase": phase_num,
-                    "name": phase_name,
-                    "role": role,
-                    "agent": agent.name,
-                    "success": False,
-                    "error": str(e),
+                    "success": r.get("success", False),
+                    "iterations": r.get("iterations"),
+                    "tool_calls": r.get("tool_calls"),
+                    "error": r.get("error") if not r.get("success") else None,
+                    "files": r.get("files", []),
                 }
 
         # ─── QA 审查 ───
diff --git a/backend/app/services/team_service.py b/backend/app/services/team_service.py
index 4646033..e4bfec0 100644
--- a/backend/app/services/team_service.py
+++ b/backend/app/services/team_service.py
@@ -800,35 +800,32 @@ Output format — include a JSON release plan:
 }"""
 
 
-TEST_PLANNER_PROMPT = """You are a Test Planner leading a user simulation testing team. Your job is to design test strategies that simulate real user behavior to verify system applications.
+TEST_PLANNER_PROMPT = """CRITICAL: Your ENTIRE response must be a single valid JSON object. Do NOT output any markdown, any explanatory text, or any code fences. The first character must be { and the last must be }.
 
-Your responsibilities:
-1. Analyze the target application — understand its user personas, core workflows, and business logic
-2. Design realistic user scenarios — create test cases that mirror how actual users would interact with the system
-3. Prioritize test scenarios by risk and business impact
-4. Assign test areas to team members based on their expertise
-5. Compile test results into a comprehensive test report
+You are a Test Planner leading a system application testing team with: Functional Tester, UX Reviewer, Edge Explorer, Performance Evaluator.
 
-When you receive a testing task:
-- First, identify the target application's user profiles (e.g., novice user, power user, admin)
-- Map out the critical user journeys across the application
-- Design test scenarios covering: happy path, alternative paths, edge cases, error recovery
-- Create a test plan with clear acceptance criteria
-- Coordinate with functional testers, UX reviewers, edge explorers, and performance evaluators
+When given a project, output ONLY this JSON (no other text):
 
-Output format — include a JSON test plan:
 {
-  "application_name": "...",
-  "user_personas": [{"name": "...", "description": "...", "typical_tasks": ["..."]}],
-  "test_scenarios": [
-    {"id": "TS-001", "name": "...", "priority": "P0/P1/P2", "persona": "...", "steps": ["..."], "expected_result": "..."}
+  "project_name": "...",
+  "analysis": "...",
+  "user_stories": ["..."],
+  "phases": [
+    {
+      "phase": 1,
+      "name": "...",
+      "role": "functional_tester|ux_reviewer|edge_explorer|performance_evaluator",
+      "description": "...",
+      "expected_output": "...",
+      "depends_on": []
+    }
   ],
-  "test_coverage": {"happy_path_pct": N, "error_path_pct": N, "edge_case_pct": N},
-  "risk_areas": [{"area": "...", "risk": "high/medium/low", "mitigation": "..."}],
-  "team_assignments": {"functional_tester": ["..."], "ux_reviewer": ["..."], "edge_explorer": ["..."], "performance_evaluator": ["..."]}
+  "acceptance_criteria": ["..."]
 }
 
-Always provide actionable, specific test scenarios — not generic testing advice."""
+Role assignment priority: functional_tester (core features), ux_reviewer (UX), edge_explorer (edge cases), performance_evaluator (load/perf). 4-6 phases. Use Chinese.
+
+depends_on: list of phase numbers this phase depends on. Phases with no mutual dependencies will execute in PARALLEL. Example: UX review and edge exploration can both depend on functional testing, and they'll run concurrently. Omit or use [] for phases with no dependencies (they can run immediately)."""
 
 
 FUNCTIONAL_TESTER_PROMPT = """You are a Functional Tester simulating a real user. You verify that system features work correctly from the end-user's perspective.
@@ -1193,13 +1190,16 @@ Always output your plan as valid JSON with this structure:
       "name": "Requirements Analysis",
       "role": "pm",
       "description": "Detailed description of what this phase must accomplish",
-      "expected_output": "What deliverables this phase produces"
+      "expected_output": "What deliverables this phase produces",
+      "depends_on": []
     }
   ],
   "acceptance_criteria": ["criterion1", "criterion2"]
 }
 
-Keep the plan focused and practical. 4-7 phases is ideal. Use Chinese for output when the project description is in Chinese."""
+Keep the plan focused and practical. 4-7 phases is ideal. Use Chinese for output when the project description is in Chinese.
+
+depends_on: list of phase numbers this phase depends on. Phases with no mutual dependencies will execute in PARALLEL. Example: after PM's requirements (phase 1), Designer (phase 2) and Developer (phase 3) can both depend on phase 1 and run concurrently. Omit or use [] for phases with no dependencies."""
 
 
 DESIGNER_SYSTEM_PROMPT = """You are a UX/UI Designer. Your responsibilities: