Add SystemTest Agent and Controller

.gitignore

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+# Python caches and virtual environments
+__pycache__/
+*.py[cod]
+*.pyo
+.venv/
+venv/
+env/
+
+# Local environment and credentials
+.env
+.env.*
+!.env.example
+!.env.template
+.agent_bridge_token.json
+**/.agent_bridge_token.json
+
+# Runtime state, logs, and generated evidence
+logs/
+**/logs/
+SystemTest-Agent/data/
+SystemTest-Controller/data/
+Agent-S-main/Agent-S-main/task_result_and_debug_logs/
+*.db
+*.sqlite
+*.sqlite3
+*.log
+*.tmp
+*.bak
+*.pid
+
+# JavaScript build outputs and dependencies
+node_modules/
+dist/
+build/
+
+# Python build/test outputs
+*.egg-info/
+.pytest_cache/
+.mypy_cache/
+.ruff_cache/
+htmlcov/
+.coverage
+
+# Editor and OS files
+.idea/
+.vscode/
+.DS_Store
+Thumbs.db
+
+# Local packaging scratch space
+.push_worktree/
+.tmp_git_nested_test/

SystemTest-Agent/README.md

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+# SystemTest-Agent
+
+P0-02 被控端最小可用实现，首次启动向主控注册并保存 token，后续启动使用本地 token 发送 Bearer 心跳并轮询任务。
+
+## 一键启动
+
+PowerShell:
+
+```powershell
+.\start_agent.ps1
+```
+
+CMD:
+
+```bat
+start_agent.bat
+```
+
+默认会在局域网内自动发现 `8001/8000` 端口上的主控。也可以手工指定主控地址：
+
+```powershell
+.\start_agent.ps1 -ControllerUrl http://<controller-lan-ip>:8001
+```
+
+```bat
+start_agent.bat http://<controller-lan-ip>:8001
+```
+
+如果在另一台局域网设备上双击后窗口闪退，常见原因是：
+
+- 该设备访问不到主控机的 `8001` 端口，需放行主控机防火墙或手工传入 `http://<主控机局域网IP>:8001`
+- 该设备没有安装 Python 3，或 `python/py` 不在 PATH
+- 被控本地服务端口 `18081` 已被占用
+
+新版 `start_agent.bat` 遇到这些错误会暂停并显示原因。
+
+默认被控本地服务端口与 `Agent-S-main/bridge_config.yaml` 的 `log_web_port` 保持一致：
+
+- Local health: `http://127.0.0.1:18081/health`
+- 环境变量：`AGENT_LOCAL_SERVICE_PORT=18081`
+
+## 状态持久化
+
+首次注册成功后写入 `data/agent_state.json`：
+
+- `agent_id`
+- `public_id`
+- `token`
+- `registered_at`
+- `controller_url`
+
+重启时如果该文件存在且机器标识一致，被控端不会重复注册，会直接用 Bearer token 发送心跳和领任务请求。
+
+## 部署形态
+
+`AGENT_DEPLOYMENT_TYPE=auto` 时自动判断物理机/虚拟机；也可显式设置：
+
+- `physical_machine`
+- `virtual_machine`
+- `box_physical`
+- `box_virtual`
+
+## 已完成的 P0-02 验收点
+
+- 首次启动自动注册
+- token 保存到本地状态文件
+- 后续启动不重复注册
+- 心跳和领任务请求使用 `Authorization: Bearer <token>`
+- 注册与心跳上报物理机/虚拟机部署形态

SystemTest-Agent/app/__init__.py

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+"""System test controlled agent package."""
+
+__version__ = "0.1.0"

SystemTest-Agent/app/__main__.py

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+from .runner import main
+
+
+if __name__ == "__main__":
+    main()

SystemTest-Agent/app/agent_core/__init__.py

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+from .memory import Blackboard, MemoryItem
+from .session import AgentSession
+from .tools import AgentToolRegistry
+
+__all__ = ["AgentSession", "AgentToolRegistry", "Blackboard", "MemoryItem"]

SystemTest-Agent/app/agent_core/memory.py

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+from __future__ import annotations
+
+import json
+from dataclasses import dataclass, field
+from datetime import datetime, timezone
+from pathlib import Path
+from typing import Any
+
+
+def utc_now() -> str:
+    return datetime.now(timezone.utc).isoformat(timespec="seconds")
+
+
+@dataclass
+class MemoryItem:
+    kind: str
+    content: dict[str, Any]
+    created_at: str = field(default_factory=utc_now)
+    task_id: str | None = None
+    step: int | None = None
+    metadata: dict[str, Any] = field(default_factory=dict)
+
+    def to_dict(self) -> dict[str, Any]:
+        return {
+            "kind": self.kind,
+            "content": self.content,
+            "created_at": self.created_at,
+            "task_id": self.task_id,
+            "step": self.step,
+            "metadata": self.metadata,
+        }
+
+    @classmethod
+    def from_dict(cls, payload: dict[str, Any]) -> "MemoryItem":
+        return cls(
+            kind=str(payload.get("kind") or "event"),
+            content=payload.get("content") if isinstance(payload.get("content"), dict) else {},
+            created_at=str(payload.get("created_at") or utc_now()),
+            task_id=str(payload.get("task_id")) if payload.get("task_id") is not None else None,
+            step=int(payload["step"]) if isinstance(payload.get("step"), int) else None,
+            metadata=payload.get("metadata") if isinstance(payload.get("metadata"), dict) else {},
+        )
+
+
+class Blackboard:
+    """
+    Lightweight file-backed memory shared by the local Host/App agent layers.
+
+    It intentionally mirrors UFO's blackboard shape without pulling in the full
+    dependency stack: requests, trajectories, observations, screenshots and facts.
+    """
+
+    DEFAULT_KINDS = ("requests", "trajectories", "observations", "screenshots", "facts")
+
+    def __init__(self, path: Path, max_items_per_kind: int = 200):
+        self.path = path
+        self.max_items_per_kind = max_items_per_kind
+        self._content: dict[str, list[MemoryItem]] = {kind: [] for kind in self.DEFAULT_KINDS}
+        self.load()
+
+    def load(self) -> None:
+        if not self.path.exists():
+            return
+        try:
+            raw = json.loads(self.path.read_text(encoding="utf-8"))
+        except (OSError, json.JSONDecodeError):
+            return
+        if not isinstance(raw, dict):
+            return
+        for kind in self.DEFAULT_KINDS:
+            entries = raw.get(kind)
+            if isinstance(entries, list):
+                self._content[kind] = [
+                    MemoryItem.from_dict(item)
+                    for item in entries
+                    if isinstance(item, dict)
+                ][-self.max_items_per_kind :]
+
+    def save(self) -> None:
+        self.path.parent.mkdir(parents=True, exist_ok=True)
+        payload = {
+            kind: [item.to_dict() for item in items[-self.max_items_per_kind :]]
+            for kind, items in self._content.items()
+        }
+        self.path.write_text(
+            json.dumps(payload, ensure_ascii=False, indent=2, sort_keys=True),
+            encoding="utf-8",
+        )
+
+    def append(
+        self,
+        kind: str,
+        content: dict[str, Any],
+        *,
+        task_id: str | None = None,
+        step: int | None = None,
+        metadata: dict[str, Any] | None = None,
+    ) -> MemoryItem:
+        if kind not in self._content:
+            self._content[kind] = []
+        item = MemoryItem(
+            kind=kind,
+            content=content,
+            task_id=task_id,
+            step=step,
+            metadata=metadata or {},
+        )
+        self._content[kind].append(item)
+        self._content[kind] = self._content[kind][-self.max_items_per_kind :]
+        self.save()
+        return item
+
+    def recent(self, kind: str, limit: int = 10) -> list[dict[str, Any]]:
+        return [item.to_dict() for item in self._content.get(kind, [])[-limit:]]
+
+    def snapshot(self, limit: int = 5) -> dict[str, list[dict[str, Any]]]:
+        return {kind: self.recent(kind, limit) for kind in self._content}
+
+    def summary(self) -> dict[str, Any]:
+        return {
+            "path": str(self.path),
+            "counts": {kind: len(items) for kind, items in self._content.items()},
+            "latest_trajectory": self.recent("trajectories", 1),
+        }

SystemTest-Agent/app/agent_core/model_client.py

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+from __future__ import annotations
+
+import json
+import re
+import time
+from dataclasses import dataclass
+from typing import Any
+from urllib.error import HTTPError, URLError
+from urllib.request import Request, urlopen
+
+
+@dataclass
+class ModelResponse:
+    ok: bool
+    content: str = ""
+    parsed: dict[str, Any] | None = None
+    duration_seconds: float = 0.0
+    error: str = ""
+
+
+def _chat_completions_url(base_url: str) -> str:
+    base = base_url.rstrip("/")
+    if base.endswith("/chat/completions"):
+        return base
+    if base.endswith("/v1"):
+        return f"{base}/chat/completions"
+    return f"{base}/v1/chat/completions"
+
+
+def parse_json_object(text: str) -> dict[str, Any] | None:
+    raw = text.strip()
+    fence = re.search(r"```(?:json)?\s*(.*?)```", raw, re.IGNORECASE | re.DOTALL)
+    if fence:
+        raw = fence.group(1).strip()
+    start = raw.find("{")
+    end = raw.rfind("}")
+    if start >= 0 and end > start:
+        raw = raw[start : end + 1]
+    try:
+        parsed = json.loads(raw)
+    except json.JSONDecodeError:
+        return None
+    return parsed if isinstance(parsed, dict) else None
+
+
+def _network_error_message(label: str, exc: BaseException, timeout: float) -> str:
+    reason = getattr(exc, "reason", exc)
+    if isinstance(exc, TimeoutError) or isinstance(reason, TimeoutError):
+        detail = f"timed out after {timeout:g}s"
+    else:
+        detail = str(reason) or type(reason).__name__
+    return f"{label} -> {detail}"
+
+
+class ModelClient:
+    def __init__(self, model_config: dict[str, Any], timeout_seconds: float = 30):
+        self.model_config = model_config
+        self.timeout_seconds = timeout_seconds
+
+    @property
+    def available(self) -> bool:
+        return bool(
+            self.model_config.get("controller_model_proxy_url")
+            or (self.model_config.get("vllm_base_url") and self.model_config.get("vllm_model"))
+        )
+
+    def chat_json(self, messages: list[dict[str, str]], temperature: float | None = None) -> ModelResponse:
+        if not self.available:
+            return ModelResponse(ok=False, error="Model config is incomplete.")
+
+        proxy_url = str(self.model_config.get("controller_model_proxy_url") or "").strip()
+        if proxy_url:
+            return self._chat_json_via_controller(proxy_url, messages, temperature)
+
+        url = _chat_completions_url(str(self.model_config.get("vllm_base_url") or ""))
+        payload = {
+            "model": self.model_config.get("vllm_model"),
+            "messages": messages,
+            "temperature": temperature if temperature is not None else self.model_config.get("temperature", 0),
+        }
+        body = json.dumps(payload, ensure_ascii=False).encode("utf-8")
+        headers = {
+            "Accept": "application/json",
+            "Content-Type": "application/json; charset=utf-8",
+        }
+        api_key = str(self.model_config.get("api_key") or "")
+        if api_key:
+            headers["Authorization"] = f"Bearer {api_key}"
+
+        started = time.monotonic()
+        request = Request(url, data=body, headers=headers, method="POST")
+        try:
+            with urlopen(request, timeout=self.timeout_seconds) as response:
+                raw = response.read()
+        except HTTPError as exc:
+            error_body = exc.read().decode("utf-8", errors="replace")
+            return ModelResponse(
+                ok=False,
+                duration_seconds=round(time.monotonic() - started, 3),
+                error=f"{url} -> HTTP {exc.code}: {error_body or exc.reason}",
+            )
+        except (URLError, TimeoutError, OSError) as exc:
+            return ModelResponse(
+                ok=False,
+                duration_seconds=round(time.monotonic() - started, 3),
+                error=_network_error_message(url, exc, self.timeout_seconds),
+            )
+
+        duration = round(time.monotonic() - started, 3)
+        try:
+            data = json.loads(raw.decode("utf-8"))
+            choice = data["choices"][0]
+            message = choice.get("message") or {}
+            content = (
+                message.get("content")
+                or message.get("reasoning_content")
+                or message.get("reasoning")
+                or choice.get("text")
+                or ""
+            )
+        except (KeyError, IndexError, TypeError, json.JSONDecodeError) as exc:
+            return ModelResponse(ok=False, duration_seconds=duration, error=f"Invalid model response: {exc}")
+        if not isinstance(content, str):
+            content = json.dumps(content, ensure_ascii=False)
+
+        return ModelResponse(
+            ok=True,
+            content=str(content),
+            parsed=parse_json_object(str(content)),
+            duration_seconds=duration,
+        )
+
+    def _chat_json_via_controller(
+        self,
+        url: str,
+        messages: list[dict[str, str]],
+        temperature: float | None = None,
+    ) -> ModelResponse:
+        payload = {
+            "messages": messages,
+            "temperature": temperature if temperature is not None else self.model_config.get("temperature", 0),
+        }
+        body = json.dumps(payload, ensure_ascii=False).encode("utf-8")
+        headers = {
+            "Accept": "application/json",
+            "Content-Type": "application/json; charset=utf-8",
+        }
+        token = str(self.model_config.get("controller_model_proxy_token") or "")
+        if token:
+            headers["Authorization"] = f"Bearer {token}"
+
+        started = time.monotonic()
+        request = Request(url, data=body, headers=headers, method="POST")
+        try:
+            with urlopen(request, timeout=self.timeout_seconds) as response:
+                raw = response.read()
+        except HTTPError as exc:
+            error_body = exc.read().decode("utf-8", errors="replace")
+            return ModelResponse(
+                ok=False,
+                duration_seconds=round(time.monotonic() - started, 3),
+                error=f"controller model proxy -> HTTP {exc.code}: {error_body or exc.reason}",
+            )
+        except (URLError, TimeoutError, OSError) as exc:
+            return ModelResponse(
+                ok=False,
+                duration_seconds=round(time.monotonic() - started, 3),
+                error=_network_error_message("controller model proxy", exc, self.timeout_seconds),
+            )
+
+        duration = round(time.monotonic() - started, 3)
+        try:
+            data = json.loads(raw.decode("utf-8")) if raw else {}
+        except json.JSONDecodeError as exc:
+            return ModelResponse(ok=False, duration_seconds=duration, error=f"Invalid controller proxy response: {exc}")
+
+        content = str(data.get("content") or "")
+        parsed = data.get("parsed") if isinstance(data.get("parsed"), dict) else parse_json_object(content)
+        proxy_duration = data.get("duration_seconds")
+        try:
+            duration = float(proxy_duration) if proxy_duration is not None else duration
+        except (TypeError, ValueError):
+            pass
+        return ModelResponse(
+            ok=bool(data.get("ok")),
+            content=content,
+            parsed=parsed,
+            duration_seconds=round(duration, 3),
+            error=str(data.get("error") or ""),
+        )

SystemTest-Agent/app/agent_core/prompts.py

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+from __future__ import annotations
+
+
+HOST_AGENT_SYSTEM_PROMPT = """
+你是系统测试 Agent 的 HostAgent，负责把一个待测系统拆解成可执行、可追踪、可恢复的测试任务。
+
+职责：
+1. 阅读当前任务、任务层级、历史轨迹、页面观察结果和可用工具。
+2. 判断当前任务是否需要继续拆分为子任务。
+3. 将当前可执行范围交给 AppAgent，并说明目标、边界和风险。
+4. 遇到账号、密码、验证码、权限、网络异常或破坏性操作时，不要硬做，标记为 PENDING 或 CONFIRM，并说明需要用户补充的信息。
+5. 所有任务都必须保留层级关系，便于最终汇总成测试报告。
+
+P0 阶段约束：
+- 允许打开网页、观察页面、读取标题/状态、识别链接/表单/按钮、保存截图、生成子任务。
+- 不允许自动提交真实表单、删除、支付、保存、发送消息或修改业务数据。
+- 如果必须继续执行高风险动作，返回 CONFIRM。
+
+输出必须是 JSON 对象：
+{
+  "observation": "当前任务状态",
+  "thought": "调度判断",
+  "current_subtask": "分配给 AppAgent 的子任务",
+  "message": ["给 AppAgent 的约束或提示"],
+  "status": "FINISH | CONTINUE | PENDING | ASSIGN | FAIL",
+  "plan": ["后续子任务或测试方向"],
+  "function": "assign_app_agent | finish | ask_user | fail",
+  "arguments": {},
+  "questions": [],
+  "result": "调度结论"
+}
+""".strip()
+
+
+APP_AGENT_SYSTEM_PROMPT = """
+你是系统测试 Agent 的 AppAgent，负责在单个网页或应用范围内执行 HostAgent 分配的测试子任务。
+
+职责：
+1. 打开待测页面并观察当前状态。
+2. 识别页面中的功能入口：导航链接、按钮、表单、搜索框、登录入口、上传入口等。
+3. 记录测试证据：URL、标题、HTTP 状态、可交互元素、截图路径、失败原因。
+4. 如果页面需要账号密码、验证码、权限或网络不可达，标记 PENDING 并说明缺少什么。
+
+P0 阶段约束：
+- 只做安全观察和无副作用动作。
+- 可以打开页面、读取结构、保存截图、枚举窗口和控件。
+- 不要自动提交真实表单、删除、支付、保存、发送消息或修改业务数据。
+- 高风险入口只记录并生成待确认任务，不要点击执行。
+
+输出必须是 JSON 对象，不要输出 Markdown：
+{
+  "observation": "当前页面或应用状态",
+  "thought": "为什么选择这一步",
+  "action": {
+    "function": "open_in_browser | observe_web_page | discover_web_subtasks | list_windows | inspect_window_controls | capture_desktop | capture_window | no_action",
+    "arguments": {},
+    "status": "CONTINUE | FINISH | FAIL | CONFIRM | PENDING"
+  },
+  "plan": ["后续动作或子任务方向"],
+  "comment": "给用户或上层 Agent 的简短说明",
+  "save_screenshot": {"save": false, "reason": ""},
+  "result": "本轮执行结论"
+}
+""".strip()
+
+
+SYSTEM_TEST_ANALYST_PROMPT = """
+你是系统功能测试分析 Agent。你会收到一个页面观察结果、当前任务层级、可用链接/表单/按钮和历史记忆。
+
+你的目标不是复述 HTML，而是像测试工程师一样判断“这个页面上有哪些业务功能值得测试”，并把它们拆成层级化测试子任务。
+
+要求：
+1. 根据页面标题、URL、链接文本、按钮文本、表单字段等推断功能模块。
+2. 优先生成用户可理解的功能测试任务，例如“登录表单校验”“系统测试启动流程”“模型配置保存”“任务详情查看”。
+3. 每个子任务必须给出测试目标 objective，而不是只给元素名称。
+4. 如果需要账号、密码、验证码、权限或测试数据，写入 preconditions。
+5. 识别风险：low 表示只读/导航/查看；medium 表示保存/提交/上传/新增/修改；high 表示删除/支付/清空/注销/不可逆。
+6. P0 阶段不要求执行破坏性操作，只生成待确认任务。
+7. 不要生成重复任务；最多生成 8 个高价值子任务。
+8. 如果当前页面信息不足，也要说明原因，并可以返回空数组。
+
+输出必须是严格 JSON 对象，不要输出 Markdown：
+{
+  "summary": "对当前页面业务能力的简短判断",
+  "coverage_notes": ["本轮能够覆盖或不能覆盖的点"],
+  "needs_user_input": false,
+  "user_input_reason": "",
+  "functional_tasks": [
+    {
+      "title": "用户可读的测试任务标题",
+      "objective": "具体测试目标和通过标准",
+      "module": "所属模块",
+      "target_url": "可访问 URL，无法判断则留空",
+      "level": "module | feature | case",
+      "risk_level": "low | medium | high",
+      "priority": 10,
+      "preconditions": [],
+      "source": "llm_analysis",
+      "reason": "为什么生成这个任务"
+    }
+  ]
+}
+""".strip()

SystemTest-Agent/app/agent_core/session.py

@@ -0,0 +1,848 @@
+from __future__ import annotations
+
+import hashlib
+import json
+import time
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Any, Callable
+from urllib.parse import urljoin, urlparse
+
+from .memory import Blackboard
+from .model_client import ModelClient
+from .prompts import APP_AGENT_SYSTEM_PROMPT, HOST_AGENT_SYSTEM_PROMPT, SYSTEM_TEST_ANALYST_PROMPT
+from .tools import AgentToolRegistry, ToolResult, normalize_url
+
+
+SubmitTask = Callable[[dict[str, Any]], dict[str, Any]]
+
+
+@dataclass
+class AgentSessionResult:
+    payload: dict[str, Any]
+
+
+class AgentSession:
+    """
+    Minimal UFO-inspired execution loop for one claimed task.
+
+    The implementation keeps the same conceptual boundaries as UFO:
+    HostAgent decides the subtask, AppAgent performs one safe step, Blackboard
+    persists requests/observations/trajectories for later rounds.
+    """
+
+    def __init__(
+        self,
+        *,
+        task: dict[str, Any],
+        model_config_state: dict[str, Any],
+        memory_path: Path,
+        request_timeout_seconds: float,
+        submit_task: SubmitTask | None = None,
+    ) -> None:
+        self.task = task
+        self.model_config_state = model_config_state
+        self.model_config = model_config_state.get("value") if isinstance(model_config_state.get("value"), dict) else {}
+        self.request_timeout_seconds = request_timeout_seconds
+        self.submit_task = submit_task
+        self.blackboard = Blackboard(memory_path)
+        self.tools = AgentToolRegistry()
+        self.model = ModelClient(self.model_config, timeout_seconds=self._model_timeout_seconds())
+        self.logs: list[str] = []
+        self.screenshot_dir = memory_path.parent / "screenshots"
+
+    def _model_timeout_seconds(self) -> float:
+        try:
+            timeout = float(self.model_config.get("request_timeout_seconds") or self.request_timeout_seconds)
+        except (TypeError, ValueError):
+            timeout = self.request_timeout_seconds
+        return max(1.0, min(timeout, 300.0))
+
+    @property
+    def payload(self) -> dict[str, Any]:
+        value = self.task.get("payload")
+        return value if isinstance(value, dict) else {}
+
+    @property
+    def task_id(self) -> str:
+        return str(self.task.get("external_id") or self.task.get("id") or "")
+
+    def target_url(self) -> str:
+        return normalize_url(
+            self.payload.get("target_url")
+            or self.payload.get("url")
+            or self.payload.get("site_url")
+            or self.task.get("target_url")
+            or self.model_config.get("target_system_url")
+        )
+
+    def run(self) -> dict[str, Any]:
+        started = time.monotonic()
+        self.blackboard.append(
+            "requests",
+            {
+                "task": self._task_brief(),
+                "model_config_version": self.model_config_state.get("version"),
+            },
+            task_id=self.task_id,
+        )
+
+        host_decision = self._host_decision()
+        if self.execution_mode() == "gui":
+            return self._run_gui_task(started, host_decision)
+
+        target_url = self.target_url()
+        if not target_url:
+            return self._finish_without_target(started, host_decision)
+
+        open_browser_result: ToolResult | None = None
+        if self.payload.get("open_in_browser", True):
+            open_browser_result = self.tools.web.open_in_browser(
+                target_url,
+                wait_seconds=float(self.payload.get("browser_wait_seconds") or 1.5),
+            )
+            self.blackboard.append(
+                "actions",
+                {
+                    "tool": "open_in_browser",
+                    "ok": open_browser_result.ok,
+                    "error": open_browser_result.error,
+                    "result": open_browser_result.result,
+                },
+                task_id=self.task_id,
+            )
+            if open_browser_result.ok:
+                self.logs.append(f"Opened target URL in browser: {target_url}")
+            else:
+                self.logs.append(f"Browser open failed: {open_browser_result.error}")
+
+        observation_result = self.tools.web.observe_page(
+            target_url,
+            timeout_seconds=self.request_timeout_seconds,
+        )
+        observation = observation_result.result
+        desktop_screenshot_result: ToolResult | None = None
+        if self.payload.get("capture_screenshot", True):
+            desktop_screenshot_result = self.tools.gui.capture_desktop(
+                self.screenshot_dir,
+                prefix=f"task_{self.task.get('id') or self.task_id}_web",
+            )
+            if desktop_screenshot_result.ok:
+                self.blackboard.append(
+                    "screenshots",
+                    {
+                        "image_path": desktop_screenshot_result.result.get("image_path"),
+                        "scope": "web_desktop",
+                        "target_url": target_url,
+                    },
+                    task_id=self.task_id,
+                )
+            elif desktop_screenshot_result.error:
+                self.logs.append(f"Desktop screenshot failed: {desktop_screenshot_result.error}")
+
+        self.blackboard.append(
+            "observations",
+            {
+                "tool": "observe_web_page",
+                "ok": observation_result.ok,
+                "error": observation_result.error,
+                "browser_open": open_browser_result.result if open_browser_result else None,
+                "screenshot": desktop_screenshot_result.result if desktop_screenshot_result and desktop_screenshot_result.ok else None,
+                "summary": self._observation_summary(observation),
+            },
+            task_id=self.task_id,
+        )
+
+        app_decision = self._app_decision(host_decision, observation_result)
+        discovered_children: list[dict[str, Any]] = []
+        model_generated_children: list[dict[str, Any]] = []
+        rule_discovered_children: list[dict[str, Any]] = []
+        submitted_children: list[dict[str, Any]] = []
+        model_analysis: dict[str, Any] = {
+            "model_used": False,
+            "model_available": self.model.available,
+        }
+        discovery_source = "none"
+        if self._allow_child_discovery(observation_result):
+            model_analysis, model_generated_children = self._model_discover_child_tasks(observation_result)
+            if model_generated_children:
+                discovered_children = model_generated_children
+                discovery_source = "llm"
+            else:
+                rule_discovered_children = self.tools.web.discover_child_tasks(
+                    self.task,
+                    observation,
+                    max_depth=int(self.payload.get("discovery_max_depth") or 2),
+                )
+                discovered_children = rule_discovered_children
+                discovery_source = "rule"
+                if model_analysis.get("model_available") and model_analysis.get("model_used"):
+                    self.logs.append("Model returned no usable functional tasks; used rule-based fallback.")
+            submitted_children = self._submit_child_tasks(discovered_children)
+
+        success, message, needs_user_input = self._status_from_observation(observation_result, app_decision)
+        if model_analysis.get("needs_user_input"):
+            needs_user_input = True
+            success = False
+            message = str(model_analysis.get("user_input_reason") or "Model determined that user input is required.")
+        duration = round(time.monotonic() - started, 3)
+        result = {
+            "success": success,
+            "message": message,
+            "task_type": self.payload.get("task_type") or "manual",
+            "agent_framework": "ufo-inspired-lite",
+            "p0_mode": True,
+            "needs_user_input": needs_user_input,
+            "target_url": target_url,
+            "final_url": observation.get("final_url"),
+            "http_status": observation.get("http_status"),
+            "content_type": observation.get("content_type"),
+            "page_title": observation.get("page_title"),
+            "duration_seconds": duration,
+            "action_duration_seconds": round(
+                observation_result.duration_seconds
+                + (open_browser_result.duration_seconds if open_browser_result else 0)
+                + (desktop_screenshot_result.duration_seconds if desktop_screenshot_result else 0),
+                3,
+            ),
+            "model_duration_seconds": round(
+                self._model_duration(host_decision, app_decision)
+                + float(model_analysis.get("model_duration_seconds") or 0),
+                3,
+            ),
+            "hierarchy": self.payload.get("hierarchy") or self._task_hierarchy(),
+            "host_decision": host_decision,
+            "app_decision": app_decision,
+            "model_available": self.model.available,
+            "model_analysis": model_analysis,
+            "model_errors": self._model_errors(host_decision, app_decision, model_analysis),
+            "observation": self._observation_summary(observation),
+            "browser_open": open_browser_result.result if open_browser_result else None,
+            "screenshots": [
+                desktop_screenshot_result.result
+            ] if desktop_screenshot_result and desktop_screenshot_result.ok else [],
+            "available_tools": self.tools.descriptions(),
+            "discovered_child_tasks": self._child_task_briefs(discovered_children),
+            "model_generated_child_tasks": self._child_task_briefs(model_generated_children),
+            "rule_discovered_child_tasks": self._child_task_briefs(rule_discovered_children),
+            "discovery_source": discovery_source,
+            "submitted_child_tasks": submitted_children,
+            "memory": self.blackboard.summary(),
+            "logs": [*self.logs, *(observation_result.result.get("logs") or [])],
+        }
+        self.blackboard.append(
+            "trajectories",
+            {
+                "host_decision": host_decision,
+                "app_decision": app_decision,
+                "result": {
+                    "success": success,
+                    "message": message,
+                    "submitted_child_count": len(submitted_children),
+                    "duration_seconds": duration,
+                },
+            },
+            task_id=self.task_id,
+        )
+        result["memory"] = self.blackboard.summary()
+        return result
+
+    def execution_mode(self) -> str:
+        explicit = str(self.payload.get("execution_mode") or self.payload.get("agent_mode") or "").strip().lower()
+        if explicit in {"web", "gui"}:
+            return explicit
+        task_type = str(self.payload.get("task_type") or "").lower()
+        if task_type.startswith("gui") or self.payload.get("window_id") or self.payload.get("window_title"):
+            return "gui"
+        return "web"
+
+    def _run_gui_task(self, started: float, host_decision: dict[str, Any]) -> dict[str, Any]:
+        windows_result = self.tools.gui.list_windows()
+        screenshot_result = self.tools.gui.capture_desktop(self.screenshot_dir, prefix=f"task_{self.task.get('id') or self.task_id}_desktop")
+        selected_window = self._select_window(windows_result.result.get("windows") or [])
+        inspect_result: ToolResult | None = None
+        window_screenshot_result: ToolResult | None = None
+        if selected_window:
+            inspect_result = self.tools.gui.inspect_window(str(selected_window["id"]))
+            window_screenshot_result = self.tools.gui.capture_window(
+                str(selected_window["id"]),
+                self.screenshot_dir,
+                prefix=f"task_{self.task.get('id') or self.task_id}_window",
+            )
+
+        observation = self._gui_observation_summary(
+            windows_result,
+            screenshot_result,
+            selected_window,
+            inspect_result,
+            window_screenshot_result,
+        )
+        self.blackboard.append(
+            "observations",
+            {
+                "tool": "gui_observe",
+                "ok": windows_result.ok,
+                "error": windows_result.error,
+                "summary": observation,
+            },
+            task_id=self.task_id,
+        )
+        if screenshot_result.ok:
+            self.blackboard.append(
+                "screenshots",
+                {"image_path": screenshot_result.result.get("image_path"), "scope": "desktop"},
+                task_id=self.task_id,
+            )
+        if window_screenshot_result and window_screenshot_result.ok:
+            self.blackboard.append(
+                "screenshots",
+                {"image_path": window_screenshot_result.result.get("image_path"), "scope": "window", "window": selected_window},
+                task_id=self.task_id,
+            )
+
+        app_decision = {
+            "observation": json.dumps(observation, ensure_ascii=False),
+            "thought": "GUI P0 阶段只枚举窗口、控件并保存证据截图，不执行点击或输入。",
+            "action": {
+                "function": "list_windows" if not selected_window else "inspect_window_controls",
+                "arguments": {
+                    "window_id": selected_window.get("id") if selected_window else None,
+                    "window_title": self.payload.get("window_title"),
+                },
+                "status": "FINISH" if windows_result.ok and (not self.payload.get("window_title") or selected_window) else "FAIL",
+            },
+            "plan": [],
+            "comment": "GUI 观察完成。" if windows_result.ok else windows_result.error,
+            "save_screenshot": {
+                "save": bool(screenshot_result.ok or (window_screenshot_result and window_screenshot_result.ok)),
+                "reason": "GUI P0 观察需要截图作为证据。" if screenshot_result.ok else screenshot_result.error,
+            },
+            "result": "GUI 窗口和控件信息已记录。" if windows_result.ok else windows_result.error,
+            "model_used": False,
+        }
+
+        success = windows_result.ok and (not self.payload.get("window_title") or bool(selected_window))
+        message = "Agent GUI P0 observation completed." if success else "Requested GUI window was not found or could not be inspected."
+        duration = round(time.monotonic() - started, 3)
+        result = {
+            "success": success,
+            "message": message,
+            "task_type": self.payload.get("task_type") or "gui_p0",
+            "agent_framework": "ufo-inspired-lite",
+            "p0_mode": True,
+            "execution_mode": "gui",
+            "needs_user_input": False,
+            "duration_seconds": duration,
+            "action_duration_seconds": round(
+                windows_result.duration_seconds
+                + screenshot_result.duration_seconds
+                + (inspect_result.duration_seconds if inspect_result else 0)
+                + (window_screenshot_result.duration_seconds if window_screenshot_result else 0),
+                3,
+            ),
+            "model_duration_seconds": self._model_duration(host_decision, app_decision),
+            "hierarchy": self.payload.get("hierarchy") or self._task_hierarchy(),
+            "host_decision": host_decision,
+            "app_decision": app_decision,
+            "observation": observation,
+            "available_tools": self.tools.descriptions(),
+            "memory": self.blackboard.summary(),
+            "logs": [
+                *self.logs,
+                *(windows_result.error and [windows_result.error] or []),
+                *(screenshot_result.error and [screenshot_result.error] or []),
+                *(inspect_result and inspect_result.error and [inspect_result.error] or []),
+            ],
+        }
+        self.blackboard.append(
+            "trajectories",
+            {
+                "host_decision": host_decision,
+                "app_decision": app_decision,
+                "result": {
+                    "success": success,
+                    "message": message,
+                    "duration_seconds": duration,
+                },
+            },
+            task_id=self.task_id,
+        )
+        result["memory"] = self.blackboard.summary()
+        return result
+
+    def _host_decision(self) -> dict[str, Any]:
+        fallback = {
+            "observation": "收到一个主控端分配的测试任务。",
+            "thought": "P0 阶段先把任务限定到单个 Web/AppAgent，执行无副作用观察，并按页面结构生成后续子任务。",
+            "current_subtask": self.payload.get("objective") or self.payload.get("instruction") or self.task.get("title") or "",
+            "message": ["只执行无副作用观察动作；遇到登录、验证码、权限或破坏性入口时暂停并回传。"],
+            "status": "ASSIGN",
+            "plan": ["观察目标页面", "记录页面元信息", "识别可继续拆分的链接、表单和入口"],
+            "function": "assign_app_agent",
+            "arguments": {"agent": "web_app_agent", "target_url": self.target_url()},
+            "questions": [],
+            "result": "已分配给 Web AppAgent 执行 P0 观察。",
+            "model_used": False,
+        }
+        if not self.model.available:
+            return fallback
+
+        context = {
+            "task": self._task_brief(),
+            "blackboard": self.blackboard.snapshot(limit=5),
+            "tools": self.tools.descriptions(),
+        }
+        response = self.model.chat_json(
+            [
+                {"role": "system", "content": HOST_AGENT_SYSTEM_PROMPT},
+                {"role": "user", "content": json.dumps(context, ensure_ascii=False)},
+            ]
+        )
+        if response.ok and isinstance(response.parsed, dict):
+            parsed = {**fallback, **response.parsed, "model_used": True, "model_duration_seconds": response.duration_seconds}
+            return parsed
+        self.logs.append(f"HostAgent model fallback: {response.error or 'invalid JSON response'}")
+        return {**fallback, "model_error": response.error, "model_duration_seconds": response.duration_seconds}
+
+    def _app_decision(self, host_decision: dict[str, Any], observation_result: ToolResult) -> dict[str, Any]:
+        observation = self._observation_summary(observation_result.result)
+        fallback_status = "FINISH" if observation_result.ok else "FAIL"
+        if observation.get("requires_auth"):
+            fallback_status = "PENDING"
+        fallback = {
+            "observation": json.dumps(observation, ensure_ascii=False),
+            "thought": "P0 阶段采用 observe_web_page 工具完成可达性和页面结构观察，不执行提交、保存、删除等有副作用动作。",
+            "action": {
+                "function": "observe_web_page",
+                "arguments": {"target_url": self.target_url()},
+                "status": fallback_status,
+            },
+            "plan": [],
+            "comment": "页面观察完成。" if observation_result.ok else observation_result.error,
+            "save_screenshot": {"save": False, "reason": "P0 Web 观察暂不保存截图。"},
+            "result": "页面可达性和结构信息已记录。" if observation_result.ok else observation_result.error,
+            "model_used": False,
+        }
+        if not self.model.available:
+            return fallback
+
+        context = {
+            "host_decision": host_decision,
+            "task": self._task_brief(),
+            "observation": observation,
+            "available_tools": self.tools.descriptions(),
+            "recent_trajectories": self.blackboard.recent("trajectories", 5),
+        }
+        response = self.model.chat_json(
+            [
+                {"role": "system", "content": APP_AGENT_SYSTEM_PROMPT},
+                {"role": "user", "content": json.dumps(context, ensure_ascii=False)},
+            ]
+        )
+        if response.ok and isinstance(response.parsed, dict):
+            parsed = {**fallback, **response.parsed, "model_used": True, "model_duration_seconds": response.duration_seconds}
+            return parsed
+        self.logs.append(f"AppAgent model fallback: {response.error or 'invalid JSON response'}")
+        return {**fallback, "model_error": response.error, "model_duration_seconds": response.duration_seconds}
+
+    def _model_discover_child_tasks(self, observation_result: ToolResult) -> tuple[dict[str, Any], list[dict[str, Any]]]:
+        base_analysis: dict[str, Any] = {
+            "model_available": self.model.available,
+            "model_called": False,
+            "model_call_succeeded": False,
+            "model_used": False,
+            "model_duration_seconds": 0,
+            "summary": "",
+            "coverage_notes": [],
+            "needs_user_input": False,
+            "user_input_reason": "",
+            "functional_task_count": 0,
+        }
+        if not observation_result.ok:
+            return {**base_analysis, "error": observation_result.error or "Page observation failed."}, []
+        if not self.model.available:
+            self.logs.append("Model config is incomplete; used rule-based discovery fallback.")
+            return {**base_analysis, "error": "Model config is incomplete."}, []
+
+        observation = observation_result.result
+        context = {
+            "task": self._task_brief(),
+            "hierarchy": self.payload.get("hierarchy") or self._task_hierarchy(),
+            "page": self._observation_for_model(observation),
+            "recent_memory": self.blackboard.snapshot(limit=4),
+            "constraints": {
+                "p0_no_side_effects": True,
+                "max_functional_tasks": 8,
+                "discovery_max_depth": int(self.payload.get("discovery_max_depth") or 2),
+            },
+        }
+        response = self.model.chat_json(
+            [
+                {"role": "system", "content": SYSTEM_TEST_ANALYST_PROMPT},
+                {"role": "user", "content": json.dumps(context, ensure_ascii=False)},
+            ]
+        )
+        if not response.ok or not isinstance(response.parsed, dict):
+            self.logs.append(f"SystemTestAnalyst model fallback: {response.error or 'invalid JSON response'}")
+            return {
+                **base_analysis,
+                "model_called": True,
+                "model_call_succeeded": False,
+                "model_used": False,
+                "model_duration_seconds": response.duration_seconds,
+                "error": response.error or "Model did not return a valid JSON object.",
+            }, []
+
+        parsed = response.parsed
+        children = self._children_from_model_analysis(parsed, observation)
+        analysis = {
+            **base_analysis,
+            "model_called": True,
+            "model_call_succeeded": True,
+            "model_used": True,
+            "model_duration_seconds": response.duration_seconds,
+            "summary": str(parsed.get("summary") or ""),
+            "coverage_notes": parsed.get("coverage_notes") if isinstance(parsed.get("coverage_notes"), list) else [],
+            "needs_user_input": bool(parsed.get("needs_user_input")),
+            "user_input_reason": str(parsed.get("user_input_reason") or ""),
+            "functional_task_count": len(children),
+        }
+        self.logs.append(
+            "Model analyzed page and generated "
+            f"{len(children)} functional task(s): {analysis.get('summary') or 'no summary'}"
+        )
+        return analysis, children
+
+    def _observation_for_model(self, observation: dict[str, Any]) -> dict[str, Any]:
+        def clean_items(items: Any, limit: int) -> list[dict[str, Any]]:
+            if not isinstance(items, list):
+                return []
+            cleaned: list[dict[str, Any]] = []
+            for item in items[:limit]:
+                if not isinstance(item, dict):
+                    continue
+                cleaned.append(
+                    {
+                        key: value
+                        for key, value in item.items()
+                        if key in {"href", "text", "action", "method", "id", "name", "class", "type", "fields", "placeholder", "aria_label", "in_form"}
+                    }
+                )
+            return cleaned
+
+        return {
+            "url": observation.get("url"),
+            "final_url": observation.get("final_url"),
+            "http_status": observation.get("http_status"),
+            "content_type": observation.get("content_type"),
+            "page_title": observation.get("page_title"),
+            "requires_auth": observation.get("requires_auth"),
+            "has_login_form": observation.get("has_login_form"),
+            "links": clean_items(observation.get("links"), 20),
+            "forms": clean_items(observation.get("forms"), 12),
+            "buttons": clean_items(observation.get("buttons"), 20),
+        }
+
+    def _children_from_model_analysis(self, analysis: dict[str, Any], observation: dict[str, Any]) -> list[dict[str, Any]]:
+        raw_items = analysis.get("functional_tasks")
+        if not isinstance(raw_items, list):
+            return []
+        max_children = 8
+        children: list[dict[str, Any]] = []
+        seen: set[tuple[str, str]] = set()
+        for index, item in enumerate(raw_items[:max_children], start=1):
+            if not isinstance(item, dict):
+                continue
+            child = self._child_from_model_item(item, observation, index)
+            key = (
+                str(child.get("title") or "").strip().lower(),
+                str((child.get("payload") or {}).get("target_url") or "").strip().lower(),
+            )
+            if key in seen:
+                continue
+            seen.add(key)
+            children.append(child)
+        return children
+
+    def _child_from_model_item(self, item: dict[str, Any], observation: dict[str, Any], index: int) -> dict[str, Any]:
+        parent_external_id = str(self.task.get("external_id") or self.task.get("id") or "")
+        root_external_id = str(self.task.get("root_external_id") or self.payload.get("root_external_id") or parent_external_id)
+        parent_depth = int(self.task.get("depth") or self.payload.get("depth") or 0)
+        depth = parent_depth + 1
+        discovery_max_depth = int(self.payload.get("discovery_max_depth") or 2)
+        base_url = observation.get("final_url") or observation.get("url") or self.target_url()
+        raw_target_url = str(item.get("target_url") or "").strip()
+        target_url = urljoin(base_url, raw_target_url) if raw_target_url else base_url
+        title = str(item.get("title") or f"模型生成测试任务 {index}").strip()
+        objective = str(item.get("objective") or title).strip()
+        module = str(item.get("module") or title).strip()
+        level = str(item.get("level") or "feature").strip().lower()
+        if level not in {"module", "feature", "case"}:
+            level = "feature"
+        risk = str(item.get("risk_level") or "low").strip().lower()
+        if risk not in {"low", "medium", "high"}:
+            risk = "low"
+        try:
+            priority = int(item.get("priority") or 30 + depth * 10 + index)
+        except (TypeError, ValueError):
+            priority = 30 + depth * 10 + index
+        preconditions = item.get("preconditions") if isinstance(item.get("preconditions"), list) else []
+        external_id = self._stable_child_id(root_external_id, parent_external_id, title, target_url, objective)
+        payload = {
+            "task_type": "smart_discovery_p0",
+            "instruction": objective,
+            "objective": objective,
+            "target_url": target_url,
+            "source": "llm_analysis",
+            "llm_reason": item.get("reason") or "",
+            "level": level,
+            "depth": depth,
+            "risk_level": risk,
+            "allow_child_discovery": level in {"module", "feature"} and depth < discovery_max_depth,
+            "discovery_max_depth": discovery_max_depth,
+            "open_in_browser": True,
+            "capture_screenshot": True,
+            "preconditions": preconditions,
+            "hierarchy": {
+                "id": external_id,
+                "parent_id": parent_external_id,
+                "root_id": root_external_id,
+                "depth": depth,
+                "level": level,
+            },
+        }
+        return {
+            "external_id": external_id,
+            "title": title,
+            "module": module,
+            "parent_external_id": parent_external_id,
+            "root_external_id": root_external_id,
+            "depth": depth,
+            "task_level": level,
+            "risk_level": risk,
+            "priority": priority,
+            "failure_policy": "pause" if risk in {"medium", "high"} or preconditions else "skip",
+            "max_retries": 2,
+            "timeout_seconds": 90,
+            "tags": ["llm-generated", "system-test", "p0"],
+            "payload": payload,
+        }
+
+    def _stable_child_id(self, *parts: Any) -> str:
+        raw = "|".join(str(part or "") for part in parts)
+        return f"llm-{hashlib.sha1(raw.encode('utf-8')).hexdigest()[:12]}"
+
+    def _allow_child_discovery(self, observation_result: ToolResult) -> bool:
+        if not observation_result.ok:
+            return False
+        allow = self.payload.get("allow_child_discovery")
+        if allow is not None:
+            return bool(allow)
+        if self.payload.get("task_type") != "smart_discovery_p0":
+            return False
+        level = str(self.payload.get("level") or self.task.get("task_level") or "")
+        depth = int(self.payload.get("depth") or self.task.get("depth") or 0)
+        return level in {"site", "module", ""} and depth < int(self.payload.get("discovery_max_depth") or 2)
+
+    def _submit_child_tasks(self, children: list[dict[str, Any]]) -> list[dict[str, Any]]:
+        if not children or self.submit_task is None:
+            return []
+        submitted: list[dict[str, Any]] = []
+        plan_name = self.task.get("plan_name") or self.payload.get("plan_name") or "智能探索 P0"
+        for child in children:
+            payload = {**child, "plan_name": plan_name}
+            try:
+                created = self.submit_task(payload)
+            except Exception as exc:
+                self.logs.append(f"Submit child task failed: {child.get('external_id')} error={exc}")
+                continue
+            submitted.append(
+                {
+                    "external_id": created.get("external_id") or child.get("external_id"),
+                    "title": created.get("title") or child.get("title"),
+                    "depth": created.get("depth") if created.get("depth") is not None else child.get("depth"),
+                    "task_level": created.get("task_level") or child.get("task_level"),
+                }
+            )
+        return submitted
+
+    def _status_from_observation(self, observation_result: ToolResult, app_decision: dict[str, Any]) -> tuple[bool, str, bool]:
+        action = app_decision.get("action") if isinstance(app_decision.get("action"), dict) else {}
+        status = str(action.get("status") or "").upper()
+        if status == "PENDING":
+            return False, "Task needs user input before it can continue.", True
+        if status in {"FAIL", "CONFIRM"}:
+            return False, app_decision.get("result") or app_decision.get("comment") or "Agent action did not complete.", status == "CONFIRM"
+        if not observation_result.ok:
+            return False, observation_result.error or "Target observation failed.", False
+        if observation_result.result.get("http_status") in {401, 403}:
+            return False, "Target page requires authentication or permission.", True
+        return True, "Agent P0 observation completed.", False
+
+    def _finish_without_target(self, started: float, host_decision: dict[str, Any]) -> dict[str, Any]:
+        task_type = self.payload.get("task_type") or "manual"
+        success = task_type != "smart_discovery_p0"
+        duration = round(time.monotonic() - started, 3)
+        result = {
+            "success": success,
+            "message": "No executable target URL was provided." if not success else "Task accepted; no executable URL was provided for P0 mode.",
+            "task_type": task_type,
+            "agent_framework": "ufo-inspired-lite",
+            "p0_mode": True,
+            "needs_user_input": not success,
+            "duration_seconds": duration,
+            "hierarchy": self.payload.get("hierarchy") or self._task_hierarchy(),
+            "host_decision": host_decision,
+            "app_decision": {
+                "action": {"function": "no_action", "arguments": {}, "status": "FAIL" if not success else "FINISH"},
+                "result": "Missing target URL.",
+            },
+            "available_tools": self.tools.descriptions(),
+            "memory": self.blackboard.summary(),
+            "logs": ["AgentSession requires target_url for Web P0 execution."],
+        }
+        self.blackboard.append("trajectories", {"host_decision": host_decision, "result": result}, task_id=self.task_id)
+        return result
+
+    def _select_window(self, windows: list[dict[str, Any]]) -> dict[str, Any] | None:
+        window_id = self.payload.get("window_id")
+        if window_id:
+            for window in windows:
+                if str(window.get("id")) == str(window_id) or str(window.get("hex_id")).lower() == str(window_id).lower():
+                    return window
+            return None
+
+        title = str(self.payload.get("window_title") or self.payload.get("application") or "").strip().lower()
+        if not title:
+            return None
+        for window in windows:
+            if title in str(window.get("title") or "").lower():
+                return window
+        for window in windows:
+            if title in str(window.get("class_name") or "").lower():
+                return window
+        return None
+
+    def _gui_observation_summary(
+        self,
+        windows_result: ToolResult,
+        screenshot_result: ToolResult,
+        selected_window: dict[str, Any] | None,
+        inspect_result: ToolResult | None,
+        window_screenshot_result: ToolResult | None,
+    ) -> dict[str, Any]:
+        windows = windows_result.result.get("windows") if isinstance(windows_result.result, dict) else []
+        controls = []
+        if inspect_result and isinstance(inspect_result.result, dict):
+            controls = inspect_result.result.get("controls") or []
+        return {
+            "backend": (windows_result.result or {}).get("backend") or self.tools.gui.backend_status(),
+            "window_count": len(windows or []),
+            "windows": [
+                {
+                    "id": window.get("id"),
+                    "title": window.get("title"),
+                    "class_name": window.get("class_name"),
+                    "process_id": window.get("process_id"),
+                    "rect": window.get("rect"),
+                    "minimized": window.get("minimized"),
+                }
+                for window in (windows or [])[:20]
+            ],
+            "selected_window": selected_window,
+            "control_count": len(controls),
+            "controls": [
+                {
+                    "id": control.get("id"),
+                    "text": control.get("text"),
+                    "class_name": control.get("class_name"),
+                    "rect": control.get("rect"),
+                    "visible": control.get("visible"),
+                    "enabled": control.get("enabled"),
+                }
+                for control in controls[:80]
+            ],
+            "desktop_screenshot": screenshot_result.result if screenshot_result.ok else None,
+            "window_screenshot": window_screenshot_result.result if window_screenshot_result and window_screenshot_result.ok else None,
+            "errors": [
+                message
+                for message in [
+                    windows_result.error,
+                    screenshot_result.error,
+                    inspect_result.error if inspect_result else "",
+                    window_screenshot_result.error if window_screenshot_result else "",
+                ]
+                if message
+            ],
+        }
+
+    def _task_brief(self) -> dict[str, Any]:
+        return {
+            "id": self.task.get("id"),
+            "external_id": self.task.get("external_id"),
+            "title": self.task.get("title"),
+            "plan_name": self.task.get("plan_name"),
+            "module": self.task.get("module"),
+            "status": self.task.get("status"),
+            "depth": self.task.get("depth"),
+            "task_level": self.task.get("task_level"),
+            "risk_level": self.task.get("risk_level"),
+            "payload": self.payload,
+        }
+
+    def _task_hierarchy(self) -> dict[str, Any]:
+        return {
+            "id": self.task.get("external_id") or self.task.get("id"),
+            "parent_id": self.task.get("parent_external_id"),
+            "root_id": self.task.get("root_external_id") or self.task.get("external_id") or self.task.get("id"),
+            "depth": self.task.get("depth") or 0,
+            "level": self.task.get("task_level") or self.payload.get("level") or "",
+        }
+
+    def _observation_summary(self, observation: dict[str, Any]) -> dict[str, Any]:
+        return {
+            "url": observation.get("url"),
+            "final_url": observation.get("final_url"),
+            "http_status": observation.get("http_status"),
+            "content_type": observation.get("content_type"),
+            "page_title": observation.get("page_title"),
+            "requires_auth": observation.get("requires_auth"),
+            "auth_challenge": observation.get("auth_challenge"),
+            "has_login_form": observation.get("has_login_form"),
+            "link_count": len(observation.get("links") or []),
+            "form_count": len(observation.get("forms") or []),
+            "button_count": len(observation.get("buttons") or []),
+        }
+
+    def _child_task_briefs(self, children: list[dict[str, Any]]) -> list[dict[str, Any]]:
+        return [
+            {
+                "external_id": child.get("external_id"),
+                "title": child.get("title"),
+                "parent_external_id": child.get("parent_external_id"),
+                "root_external_id": child.get("root_external_id"),
+                "depth": child.get("depth"),
+                "task_level": child.get("task_level"),
+                "risk_level": child.get("risk_level"),
+                "target_url": (child.get("payload") or {}).get("target_url"),
+                "source": (child.get("payload") or {}).get("source"),
+                "preconditions": (child.get("payload") or {}).get("preconditions") or [],
+                "llm_reason": (child.get("payload") or {}).get("llm_reason") or "",
+            }
+            for child in children
+        ]
+
+    def _model_duration(self, host_decision: dict[str, Any], app_decision: dict[str, Any]) -> float:
+        return round(
+            float(host_decision.get("model_duration_seconds") or 0)
+            + float(app_decision.get("model_duration_seconds") or 0),
+            3,
+        )
+
+    def _model_errors(self, *parts: dict[str, Any]) -> list[str]:
+        errors: list[str] = []
+        for part in parts:
+            error = str(part.get("model_error") or part.get("error") or "").strip()
+            if error and error not in errors:
+                errors.append(error)
+        return errors

SystemTest-Agent/app/agent_core/tools.py

@@ -0,0 +1,790 @@
+from __future__ import annotations
+
+import hashlib
+import html
+import platform
+import re
+import ssl
+import time
+import webbrowser
+import ctypes
+import ctypes.wintypes
+from dataclasses import dataclass, field
+from html.parser import HTMLParser
+from pathlib import Path
+from typing import Any
+from urllib.error import HTTPError, URLError
+from urllib.parse import urldefrag, urljoin, urlparse
+from urllib.request import Request, urlopen
+
+
+TITLE_RE = re.compile(r"<title[^>]*>(.*?)</title>", re.IGNORECASE | re.DOTALL)
+UNVERIFIED_HTTPS_CONTEXT = ssl._create_unverified_context()
+MAX_HTML_BYTES = 1_500_000
+MAX_CHILD_TASKS = 8
+
+
+def network_error_message(exc: BaseException, timeout_seconds: float) -> str:
+    reason = getattr(exc, "reason", exc)
+    if isinstance(exc, TimeoutError) or isinstance(reason, TimeoutError):
+        return f"timed out after {timeout_seconds:g}s"
+    return str(reason) or type(reason).__name__
+
+
+@dataclass
+class ToolResult:
+    ok: bool
+    result: dict[str, Any] = field(default_factory=dict)
+    error: str = ""
+    duration_seconds: float = 0.0
+
+
+def clean_text(value: Any, max_length: int = 160) -> str:
+    text = html.unescape(re.sub(r"\s+", " ", str(value or ""))).strip()
+    return text[:max_length].strip()
+
+
+def decode_body(raw: bytes, content_type: str) -> str:
+    charset = "utf-8"
+    match = re.search(r"charset=([^;\s]+)", content_type or "", re.IGNORECASE)
+    if match:
+        charset = match.group(1).strip("\"'")
+    for candidate in [charset, "utf-8", "gbk", "latin-1"]:
+        try:
+            return raw.decode(candidate, errors="replace")
+        except LookupError:
+            continue
+    return raw.decode("utf-8", errors="replace")
+
+
+def extract_title(raw: bytes, content_type: str) -> str:
+    text = decode_body(raw, content_type)
+    match = TITLE_RE.search(text)
+    if not match:
+        return ""
+    return clean_text(match.group(1), 120)
+
+
+def normalize_url(value: Any) -> str:
+    text = str(value or "").strip()
+    if text and "://" not in text:
+        text = f"http://{text}"
+    return text
+
+
+def origin_tuple(url: str) -> tuple[str, str, int]:
+    parsed = urlparse(url)
+    port = parsed.port or (443 if parsed.scheme == "https" else 80)
+    return parsed.scheme, (parsed.hostname or "").lower(), port
+
+
+def same_origin(base_url: str, candidate_url: str) -> bool:
+    try:
+        return origin_tuple(base_url) == origin_tuple(candidate_url)
+    except ValueError:
+        return False
+
+
+def safe_join_url(base_url: str, href: str) -> str | None:
+    text = str(href or "").strip()
+    if not text or text.startswith(("#", "javascript:", "mailto:", "tel:", "data:")):
+        return None
+    joined = urljoin(base_url, text)
+    joined, _fragment = urldefrag(joined)
+    parsed = urlparse(joined)
+    if parsed.scheme not in {"http", "https"} or not parsed.netloc:
+        return None
+    if not same_origin(base_url, joined):
+        return None
+    return joined
+
+
+def stable_id(*parts: Any, prefix: str = "agent") -> str:
+    raw = "|".join(str(part or "") for part in parts)
+    return f"{prefix}-{hashlib.sha1(raw.encode('utf-8')).hexdigest()[:12]}"
+
+
+def risk_for_text(text: str) -> str:
+    lowered = text.lower()
+    high = ["delete", "remove", "drop", "pay", "refund", "logout", "删除", "清空", "支付", "付款", "退款", "注销"]
+    medium = ["save", "submit", "create", "update", "edit", "upload", "保存", "提交", "新增", "修改", "上传"]
+    if any(word in lowered for word in high):
+        return "high"
+    if any(word in lowered for word in medium):
+        return "medium"
+    return "low"
+
+
+class WebPageParser(HTMLParser):
+    def __init__(self) -> None:
+        super().__init__(convert_charrefs=True)
+        self.title_parts: list[str] = []
+        self.links: list[dict[str, Any]] = []
+        self.forms: list[dict[str, Any]] = []
+        self.buttons: list[dict[str, Any]] = []
+        self._in_title = False
+        self._anchors: list[dict[str, Any]] = []
+        self._form: dict[str, Any] | None = None
+        self._button: dict[str, Any] | None = None
+
+    def handle_starttag(self, tag: str, attrs: list[tuple[str, str | None]]) -> None:
+        tag = tag.lower()
+        attr = {name.lower(): value or "" for name, value in attrs}
+        if tag == "title":
+            self._in_title = True
+        elif tag == "a":
+            self._anchors.append({"href": attr.get("href", ""), "text_parts": []})
+        elif tag == "form":
+            self._form = {
+                "action": attr.get("action", ""),
+                "method": (attr.get("method") or "get").upper(),
+                "id": attr.get("id", ""),
+                "name": attr.get("name", ""),
+                "class": attr.get("class", ""),
+                "text_parts": [],
+                "fields": [],
+            }
+        elif self._form is not None and tag in {"input", "select", "textarea"}:
+            self._form["fields"].append(
+                {
+                    "tag": tag,
+                    "type": (attr.get("type") or tag).lower(),
+                    "name": attr.get("name", ""),
+                    "id": attr.get("id", ""),
+                    "placeholder": attr.get("placeholder", ""),
+                    "aria_label": attr.get("aria-label", ""),
+                }
+            )
+        elif tag == "button":
+            self._button = {
+                "type": attr.get("type", ""),
+                "id": attr.get("id", ""),
+                "name": attr.get("name", ""),
+                "class": attr.get("class", ""),
+                "text_parts": [],
+                "in_form": self._form is not None,
+            }
+
+    def handle_data(self, data: str) -> None:
+        if self._in_title:
+            self.title_parts.append(data)
+        if self._anchors:
+            self._anchors[-1]["text_parts"].append(data)
+        if self._form is not None:
+            self._form["text_parts"].append(data)
+        if self._button is not None:
+            self._button["text_parts"].append(data)
+
+    def handle_endtag(self, tag: str) -> None:
+        tag = tag.lower()
+        if tag == "title":
+            self._in_title = False
+        elif tag == "a" and self._anchors:
+            anchor = self._anchors.pop()
+            self.links.append({"href": anchor.get("href", ""), "text": clean_text(" ".join(anchor.get("text_parts") or []), 120)})
+        elif tag == "button" and self._button is not None:
+            button = self._button
+            button["text"] = clean_text(" ".join(button.get("text_parts") or []), 120)
+            self.buttons.append(button)
+            self._button = None
+        elif tag == "form" and self._form is not None:
+            form = self._form
+            form["text"] = clean_text(" ".join(form.get("text_parts") or []), 160)
+            self.forms.append(form)
+            self._form = None
+
+
+def looks_like_login_form(form: dict[str, Any]) -> bool:
+    fields = form.get("fields") or []
+    text = " ".join(
+        [
+            str(form.get("id") or ""),
+            str(form.get("name") or ""),
+            str(form.get("class") or ""),
+            str(form.get("text") or ""),
+            *[
+                " ".join(
+                    [
+                        str(field.get("type") or ""),
+                        str(field.get("name") or ""),
+                        str(field.get("id") or ""),
+                        str(field.get("placeholder") or ""),
+                        str(field.get("aria_label") or ""),
+                    ]
+                )
+                for field in fields
+            ],
+        ]
+    ).lower()
+    return "password" in text or any(keyword in text for keyword in ["login", "signin", "sign in", "登录", "账号", "密码"])
+
+
+class WebTools:
+    def open_in_browser(self, url: str, wait_seconds: float = 1.5) -> ToolResult:
+        target_url = normalize_url(url)
+        if not target_url:
+            return ToolResult(ok=False, error="Missing target URL.")
+
+        started = time.monotonic()
+        try:
+            opened = bool(webbrowser.open(target_url, new=2, autoraise=True))
+            if wait_seconds > 0:
+                time.sleep(min(max(wait_seconds, 0.0), 5.0))
+            return ToolResult(
+                ok=opened,
+                result={"url": target_url, "opened": opened},
+                error="" if opened else "Default browser did not accept the URL.",
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+        except Exception as exc:
+            return ToolResult(
+                ok=False,
+                error=str(exc),
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+
+    def observe_page(self, url: str, timeout_seconds: float = 8) -> ToolResult:
+        target_url = normalize_url(url)
+        if not target_url:
+            return ToolResult(ok=False, error="Missing target URL.")
+
+        request = Request(
+            target_url,
+            headers={
+                "Accept": "text/html,application/xhtml+xml,*/*",
+                "User-Agent": "SystemTest-Agent/0.1 WebTools",
+            },
+        )
+        started = time.monotonic()
+        try:
+            with urlopen(request, timeout=timeout_seconds, context=UNVERIFIED_HTTPS_CONTEXT) as response:
+                raw = response.read(MAX_HTML_BYTES)
+                status = response.status
+                final_url = response.geturl()
+                content_type = response.headers.get("Content-Type", "")
+        except HTTPError as exc:
+            raw = exc.read(MAX_HTML_BYTES)
+            status = exc.code
+            final_url = exc.geturl()
+            content_type = exc.headers.get("Content-Type", "")
+        except (URLError, TimeoutError, OSError) as exc:
+            return ToolResult(
+                ok=False,
+                error=f"Target URL is not reachable: {network_error_message(exc, timeout_seconds)}",
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+
+        text = decode_body(raw, content_type)
+        parser = WebPageParser()
+        try:
+            parser.feed(text)
+        except Exception:
+            pass
+        title = clean_text(" ".join(parser.title_parts), 120) or extract_title(raw, content_type)
+        duration = round(time.monotonic() - started, 3)
+        has_login_form = any(looks_like_login_form(form) for form in parser.forms)
+        auth_challenge = status in {401, 403}
+        return ToolResult(
+            ok=status < 500,
+            duration_seconds=duration,
+            result={
+                "url": target_url,
+                "final_url": final_url,
+                "http_status": status,
+                "content_type": content_type,
+                "page_title": title,
+                "elapsed_seconds": duration,
+                "links": parser.links[:50],
+                "forms": parser.forms[:20],
+                "buttons": parser.buttons[:50],
+                "requires_auth": auth_challenge,
+                "auth_challenge": auth_challenge,
+                "has_login_form": has_login_form,
+            },
+        )
+
+    def discover_child_tasks(
+        self,
+        parent_task: dict[str, Any],
+        observation: dict[str, Any],
+        *,
+        max_children: int = MAX_CHILD_TASKS,
+        max_depth: int = 2,
+    ) -> list[dict[str, Any]]:
+        payload = parent_task.get("payload") if isinstance(parent_task.get("payload"), dict) else {}
+        parent_external_id = str(parent_task.get("external_id") or parent_task.get("id") or "")
+        root_external_id = str(parent_task.get("root_external_id") or payload.get("root_external_id") or parent_external_id)
+        parent_depth = int(parent_task.get("depth") or payload.get("depth") or 0)
+        discovery_max_depth = int(payload.get("discovery_max_depth") or max_depth)
+        child_depth = parent_depth + 1
+        if child_depth > discovery_max_depth:
+            return []
+
+        page_url = observation.get("final_url") or observation.get("url") or payload.get("target_url") or ""
+        children: list[dict[str, Any]] = []
+        seen_urls: set[str] = set()
+
+        for link in observation.get("links") or []:
+            if len(children) >= max_children:
+                break
+            href = safe_join_url(page_url, str(link.get("href") or ""))
+            if not href or href in seen_urls:
+                continue
+            seen_urls.add(href)
+            label = clean_text(link.get("text"), 80) or urlparse(href).path.strip("/") or href
+            risk = risk_for_text(label)
+            children.append(
+                self._child_task(
+                    parent_external_id,
+                    root_external_id,
+                    child_depth,
+                    label,
+                    f"探索页面：{label}",
+                    f"访问并检查页面“{label}”是否可达，记录标题、状态码和可交互入口。",
+                    href,
+                    "module",
+                    risk,
+                    "html_link",
+                    discovery_max_depth,
+                )
+            )
+
+        for index, form in enumerate(observation.get("forms") or [], start=1):
+            if len(children) >= max_children:
+                break
+            action_url = safe_join_url(page_url, str(form.get("action") or "")) or page_url
+            is_login = looks_like_login_form(form)
+            label = "登录表单" if is_login else clean_text(form.get("name") or form.get("id") or form.get("text"), 60) or f"表单 {index}"
+            risk = "medium" if is_login else risk_for_text(label)
+            child = self._child_task(
+                parent_external_id,
+                root_external_id,
+                child_depth,
+                label,
+                f"识别功能：{label}",
+                f"分析{label}的输入项与提交入口；P0 只确认元素存在，不执行真实提交。",
+                action_url,
+                "feature",
+                risk,
+                "html_form",
+                discovery_max_depth,
+            )
+            child["payload"]["preconditions"] = ["需要测试账号/密码"] if is_login else []
+            children.append(child)
+
+        for button in observation.get("buttons") or []:
+            if len(children) >= max_children:
+                break
+            label = clean_text(button.get("text") or button.get("name") or button.get("id"), 60)
+            if not label:
+                continue
+            risk = risk_for_text(label)
+            child = self._child_task(
+                parent_external_id,
+                root_external_id,
+                child_depth,
+                label,
+                f"识别入口：{label}",
+                f"确认入口“{label}”存在；高风险入口只记录，不执行破坏性动作。",
+                page_url,
+                "feature",
+                risk,
+                "html_button",
+                discovery_max_depth,
+            )
+            if risk == "high":
+                child["failure_policy"] = "pause"
+            children.append(child)
+
+        unique: dict[str, dict[str, Any]] = {}
+        for child in children:
+            unique.setdefault(str(child["external_id"]), child)
+        return list(unique.values())[:max_children]
+
+    def _child_task(
+        self,
+        parent_external_id: str,
+        root_external_id: str,
+        depth: int,
+        module: str,
+        title: str,
+        objective: str,
+        target_url: str,
+        level: str,
+        risk: str,
+        source: str,
+        discovery_max_depth: int,
+    ) -> dict[str, Any]:
+        external_id = stable_id(root_external_id, parent_external_id, source, target_url, module)
+        payload = {
+            "task_type": "smart_discovery_p0",
+            "instruction": objective,
+            "objective": objective,
+            "target_url": target_url,
+            "source": source,
+            "level": level,
+            "depth": depth,
+            "risk_level": risk,
+            "allow_child_discovery": level == "module" and depth < discovery_max_depth,
+            "discovery_max_depth": discovery_max_depth,
+            "open_in_browser": True,
+            "capture_screenshot": True,
+            "hierarchy": {
+                "id": external_id,
+                "parent_id": parent_external_id,
+                "root_id": root_external_id,
+                "depth": depth,
+                "level": level,
+            },
+        }
+        return {
+            "external_id": external_id,
+            "title": title,
+            "module": module,
+            "parent_external_id": parent_external_id,
+            "root_external_id": root_external_id,
+            "depth": depth,
+            "task_level": level,
+            "risk_level": risk,
+            "priority": 40 + depth * 10 + (40 if risk == "high" else 20 if risk == "medium" else 0),
+            "failure_policy": "pause" if risk == "high" else "skip",
+            "max_retries": 2,
+            "timeout_seconds": 60,
+            "tags": ["agent-discovered", "p0"],
+            "payload": payload,
+        }
+
+
+class GuiTools:
+    def __init__(self) -> None:
+        self._user32 = ctypes.windll.user32 if self.available() else None
+        self._enum_proc_type = ctypes.WINFUNCTYPE(ctypes.c_bool, ctypes.wintypes.HWND, ctypes.wintypes.LPARAM) if self.available() else None
+        if self._user32 and self._enum_proc_type:
+            self._user32.EnumWindows.argtypes = [ctypes.c_void_p, ctypes.wintypes.LPARAM]
+            self._user32.EnumWindows.restype = ctypes.c_bool
+            self._user32.EnumChildWindows.argtypes = [ctypes.wintypes.HWND, ctypes.c_void_p, ctypes.wintypes.LPARAM]
+            self._user32.EnumChildWindows.restype = ctypes.c_bool
+
+    def available(self) -> bool:
+        return platform.system() == "Windows" and hasattr(ctypes, "windll")
+
+    def backend_status(self) -> dict[str, Any]:
+        if not self.available():
+            return {
+                "available": False,
+                "backend": "ctypes-win32",
+                "reason": "Windows GUI APIs are unavailable on this platform.",
+            }
+        return {
+            "available": True,
+            "backend": "ctypes-win32",
+            "capabilities": [
+                "list_windows",
+                "inspect_window_controls",
+                "capture_desktop",
+                "capture_window",
+                "focus_window",
+                "click_window_point",
+            ],
+        }
+
+    def list_windows(self, limit: int = 80) -> ToolResult:
+        started = time.monotonic()
+        if not self.available():
+            return ToolResult(ok=False, error=self.backend_status()["reason"])
+        try:
+            windows = self._enum_windows(limit=limit)
+            return ToolResult(
+                ok=True,
+                result={"windows": windows, "backend": self.backend_status()},
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+        except Exception as exc:
+            return ToolResult(ok=False, error=str(exc), duration_seconds=round(time.monotonic() - started, 3))
+
+    def inspect_window(self, window_id: str, limit: int = 220) -> ToolResult:
+        started = time.monotonic()
+        if not self.available():
+            return ToolResult(ok=False, error=self.backend_status()["reason"])
+        try:
+            hwnd = self._parse_hwnd(window_id)
+            if not self._user32.IsWindow(hwnd):
+                return ToolResult(ok=False, error=f"Window not found: {window_id}")
+            return ToolResult(
+                ok=True,
+                result={
+                    "window": self._window_info(hwnd),
+                    "controls": self._enum_child_windows(hwnd, limit=limit),
+                    "backend": self.backend_status(),
+                },
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+        except Exception as exc:
+            return ToolResult(ok=False, error=str(exc), duration_seconds=round(time.monotonic() - started, 3))
+
+    def capture_desktop(self, save_dir: Path, prefix: str = "desktop") -> ToolResult:
+        started = time.monotonic()
+        try:
+            from PIL import ImageGrab
+
+            save_dir.mkdir(parents=True, exist_ok=True)
+            image = ImageGrab.grab(all_screens=True)
+            path = save_dir / f"{prefix}_{int(time.time() * 1000)}.png"
+            image.save(path)
+            return ToolResult(
+                ok=True,
+                result={"image_path": str(path), "width": image.width, "height": image.height},
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+        except Exception as exc:
+            return ToolResult(ok=False, error=str(exc), duration_seconds=round(time.monotonic() - started, 3))
+
+    def capture_window(self, window_id: str, save_dir: Path, prefix: str = "window") -> ToolResult:
+        started = time.monotonic()
+        if not self.available():
+            return ToolResult(ok=False, error=self.backend_status()["reason"])
+        try:
+            from PIL import ImageGrab
+
+            hwnd = self._parse_hwnd(window_id)
+            if not self._user32.IsWindow(hwnd):
+                return ToolResult(ok=False, error=f"Window not found: {window_id}")
+            rect = self._rect(hwnd)
+            if rect["width"] <= 0 or rect["height"] <= 0:
+                return ToolResult(ok=False, error=f"Window has invalid bounds: {window_id}")
+            save_dir.mkdir(parents=True, exist_ok=True)
+            image = ImageGrab.grab(bbox=(rect["left"], rect["top"], rect["right"], rect["bottom"]))
+            path = save_dir / f"{prefix}_{window_id}_{int(time.time() * 1000)}.png"
+            image.save(path)
+            return ToolResult(
+                ok=True,
+                result={
+                    "image_path": str(path),
+                    "window": self._window_info(hwnd),
+                    "width": image.width,
+                    "height": image.height,
+                },
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+        except Exception as exc:
+            return ToolResult(ok=False, error=str(exc), duration_seconds=round(time.monotonic() - started, 3))
+
+    def focus_window(self, window_id: str) -> ToolResult:
+        started = time.monotonic()
+        if not self.available():
+            return ToolResult(ok=False, error=self.backend_status()["reason"])
+        try:
+            hwnd = self._parse_hwnd(window_id)
+            if not self._user32.IsWindow(hwnd):
+                return ToolResult(ok=False, error=f"Window not found: {window_id}")
+            self._user32.ShowWindow(hwnd, 9)  # SW_RESTORE
+            ok = bool(self._user32.SetForegroundWindow(hwnd))
+            return ToolResult(
+                ok=ok,
+                result={"window": self._window_info(hwnd), "focused": ok},
+                error="" if ok else "SetForegroundWindow returned false.",
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+        except Exception as exc:
+            return ToolResult(ok=False, error=str(exc), duration_seconds=round(time.monotonic() - started, 3))
+
+    def click_window_point(self, window_id: str, x: float, y: float, normalized: bool = True) -> ToolResult:
+        started = time.monotonic()
+        if not self.available():
+            return ToolResult(ok=False, error=self.backend_status()["reason"])
+        try:
+            hwnd = self._parse_hwnd(window_id)
+            if not self._user32.IsWindow(hwnd):
+                return ToolResult(ok=False, error=f"Window not found: {window_id}")
+            rect = self._rect(hwnd)
+            if normalized:
+                target_x = int(rect["left"] + max(0.0, min(1.0, float(x))) * rect["width"])
+                target_y = int(rect["top"] + max(0.0, min(1.0, float(y))) * rect["height"])
+            else:
+                target_x = int(x)
+                target_y = int(y)
+            self.focus_window(window_id)
+            self._user32.SetCursorPos(target_x, target_y)
+            self._user32.mouse_event(0x0002, 0, 0, 0, 0)  # MOUSEEVENTF_LEFTDOWN
+            self._user32.mouse_event(0x0004, 0, 0, 0, 0)  # MOUSEEVENTF_LEFTUP
+            return ToolResult(
+                ok=True,
+                result={"window_id": str(window_id), "x": target_x, "y": target_y, "normalized": normalized},
+                duration_seconds=round(time.monotonic() - started, 3),
+            )
+        except Exception as exc:
+            return ToolResult(ok=False, error=str(exc), duration_seconds=round(time.monotonic() - started, 3))
+
+    def _parse_hwnd(self, window_id: str) -> int:
+        text = str(window_id).strip()
+        if text.lower().startswith("0x"):
+            return int(text, 16)
+        return int(text)
+
+    def _window_text(self, hwnd: int, max_length: int = 512) -> str:
+        length = min(max(self._user32.GetWindowTextLengthW(hwnd), 0) + 1, max_length)
+        buffer = ctypes.create_unicode_buffer(length)
+        self._user32.GetWindowTextW(hwnd, buffer, length)
+        return clean_text(buffer.value, 200)
+
+    def _class_name(self, hwnd: int) -> str:
+        buffer = ctypes.create_unicode_buffer(256)
+        self._user32.GetClassNameW(hwnd, buffer, 256)
+        return clean_text(buffer.value, 120)
+
+    def _rect(self, hwnd: int) -> dict[str, int]:
+        rect = ctypes.wintypes.RECT()
+        self._user32.GetWindowRect(hwnd, ctypes.byref(rect))
+        return {
+            "left": int(rect.left),
+            "top": int(rect.top),
+            "right": int(rect.right),
+            "bottom": int(rect.bottom),
+            "width": max(0, int(rect.right - rect.left)),
+            "height": max(0, int(rect.bottom - rect.top)),
+        }
+
+    def _process_id(self, hwnd: int) -> int:
+        pid = ctypes.wintypes.DWORD()
+        self._user32.GetWindowThreadProcessId(hwnd, ctypes.byref(pid))
+        return int(pid.value)
+
+    def _window_info(self, hwnd: int) -> dict[str, Any]:
+        return {
+            "id": str(int(hwnd)),
+            "hex_id": hex(int(hwnd)),
+            "title": self._window_text(hwnd),
+            "class_name": self._class_name(hwnd),
+            "process_id": self._process_id(hwnd),
+            "visible": bool(self._user32.IsWindowVisible(hwnd)),
+            "enabled": bool(self._user32.IsWindowEnabled(hwnd)),
+            "minimized": bool(self._user32.IsIconic(hwnd)),
+            "rect": self._rect(hwnd),
+        }
+
+    def _enum_windows(self, limit: int = 80) -> list[dict[str, Any]]:
+        windows: list[dict[str, Any]] = []
+        enum_proc = self._enum_proc_type
+
+        @enum_proc
+        def callback(hwnd: int, _lparam: int) -> bool:
+            if len(windows) >= limit:
+                return False
+            if not self._user32.IsWindowVisible(hwnd):
+                return True
+            info = self._window_info(hwnd)
+            rect = info["rect"]
+            if rect["width"] < 40 or rect["height"] < 40:
+                return True
+            if not info["title"]:
+                return True
+            if info["title"] or info["class_name"]:
+                info["index"] = len(windows) + 1
+                windows.append(info)
+            return True
+
+        self._user32.EnumWindows(ctypes.cast(callback, ctypes.c_void_p), ctypes.wintypes.LPARAM(0))
+        return windows
+
+    def _enum_child_windows(self, hwnd: int, limit: int = 220) -> list[dict[str, Any]]:
+        controls: list[dict[str, Any]] = []
+        enum_proc = self._enum_proc_type
+
+        @enum_proc
+        def callback(child_hwnd: int, _lparam: int) -> bool:
+            if len(controls) >= limit:
+                return False
+            rect = self._rect(child_hwnd)
+            if rect["width"] <= 0 or rect["height"] <= 0:
+                return True
+            text = self._window_text(child_hwnd)
+            class_name = self._class_name(child_hwnd)
+            if not text and not class_name:
+                return True
+            controls.append(
+                {
+                    "id": str(int(child_hwnd)),
+                    "hex_id": hex(int(child_hwnd)),
+                    "index": len(controls) + 1,
+                    "text": text,
+                    "class_name": class_name,
+                    "visible": bool(self._user32.IsWindowVisible(child_hwnd)),
+                    "enabled": bool(self._user32.IsWindowEnabled(child_hwnd)),
+                    "rect": rect,
+                }
+            )
+            return True
+
+        self._user32.EnumChildWindows(hwnd, ctypes.cast(callback, ctypes.c_void_p), ctypes.wintypes.LPARAM(0))
+        return controls
+
+
+class AgentToolRegistry:
+    def __init__(self) -> None:
+        self.web = WebTools()
+        self.gui = GuiTools()
+
+    def descriptions(self) -> list[dict[str, Any]]:
+        gui_status = self.gui.backend_status()
+        return [
+            {
+                "name": "open_in_browser",
+                "scope": "web",
+                "available": True,
+                "description": "Open the target URL in the controlled device default browser so the operator can see the test start.",
+            },
+            {
+                "name": "observe_web_page",
+                "scope": "web",
+                "available": True,
+                "description": "Open a web page, read status/title, and list links/forms/buttons without side effects.",
+            },
+            {
+                "name": "discover_web_subtasks",
+                "scope": "web",
+                "available": True,
+                "description": "Create hierarchy-aware P0 child tasks from observed links/forms/buttons.",
+            },
+            {
+                "name": "list_windows",
+                "scope": "gui",
+                "available": gui_status["available"],
+                "description": "List visible Windows desktop application windows using a dependency-free ctypes Win32 backend.",
+            },
+            {
+                "name": "inspect_window_controls",
+                "scope": "gui",
+                "available": gui_status["available"],
+                "description": "Enumerate Win32 child controls for a selected window.",
+            },
+            {
+                "name": "capture_desktop",
+                "scope": "gui",
+                "available": True,
+                "description": "Capture the desktop screenshot with PIL ImageGrab and save it as local evidence.",
+            },
+            {
+                "name": "capture_window",
+                "scope": "gui",
+                "available": gui_status["available"],
+                "description": "Capture a selected window region and save it as local evidence.",
+            },
+            {
+                "name": "focus_window",
+                "scope": "gui",
+                "available": gui_status["available"],
+                "description": "Bring a window to foreground. This is an action tool and should be used only when the task allows it.",
+            },
+            {
+                "name": "click_window_point",
+                "scope": "gui",
+                "available": gui_status["available"],
+                "description": "Click a normalized or absolute point in a selected window. This is guarded and not used by default in P0 observation.",
+            },
+            {
+                "name": "no_action",
+                "scope": "agent",
+                "available": True,
+                "description": "Finish, fail, or wait for user input without executing a UI action.",
+            },
+        ]

SystemTest-Agent/app/config.py

@@ -0,0 +1,162 @@
+from __future__ import annotations
+
+import os
+from dataclasses import dataclass
+from pathlib import Path
+
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+
+
+def _load_env_file(path: Path) -> dict[str, str]:
+    values: dict[str, str] = {}
+    if not path.exists():
+        return values
+    for raw_line in path.read_text(encoding="utf-8").splitlines():
+        line = raw_line.strip()
+        if not line or line.startswith("#") or "=" not in line:
+            continue
+        key, value = line.split("=", 1)
+        key = key.strip()
+        value = value.strip().strip('"').strip("'")
+        if key:
+            values[key] = value
+    return values
+
+
+def _get_env(name: str, default: str, file_values: dict[str, str]) -> str:
+    return os.environ.get(name, file_values.get(name, default))
+
+
+def _as_float(value: str, default: float) -> float:
+    try:
+        return float(value)
+    except (TypeError, ValueError):
+        return default
+
+
+def _as_int(value: str, default: int) -> int:
+    try:
+        return int(value)
+    except (TypeError, ValueError):
+        return default
+
+
+def _as_bool(value: str, default: bool) -> bool:
+    normalized = str(value).strip().lower()
+    if normalized in {"1", "true", "yes", "on"}:
+        return True
+    if normalized in {"0", "false", "no", "off"}:
+        return False
+    return default
+
+
+def _as_int_list(value: str, default: list[int]) -> list[int]:
+    ports: list[int] = []
+    for part in str(value).replace(";", ",").split(","):
+        item = part.strip()
+        if not item:
+            continue
+        try:
+            port = int(item)
+        except ValueError:
+            continue
+        if 1 <= port <= 65535:
+            ports.append(port)
+    return ports or default
+
+
+def _resolve_path(value: str) -> Path:
+    path = Path(value)
+    if path.is_absolute():
+        return path
+    return ROOT_DIR / path
+
+
+@dataclass(frozen=True)
+class AgentConfig:
+    root_dir: Path
+    controller_url: str
+    controller_discovery_enabled: bool
+    controller_discovery_ports: list[int]
+    controller_discovery_timeout_seconds: float
+    state_path: Path
+    model_config_path: Path
+    runtime_state_path: Path
+    memory_path: Path
+    display_name: str
+    deployment_type: str
+    heartbeat_interval_seconds: float
+    task_poll_interval_seconds: float
+    controller_retry_interval_seconds: float
+    request_timeout_seconds: float
+    local_service_enabled: bool
+    local_service_host: str
+    local_service_port: int
+    runtime_command: str
+
+    @classmethod
+    def from_env(cls) -> "AgentConfig":
+        file_values = _load_env_file(ROOT_DIR / ".env")
+        return cls(
+            root_dir=ROOT_DIR,
+            controller_url=_get_env("CONTROLLER_URL", "auto", file_values).rstrip("/"),
+            controller_discovery_enabled=_as_bool(
+                _get_env("AGENT_CONTROLLER_DISCOVERY_ENABLED", "true", file_values),
+                True,
+            ),
+            controller_discovery_ports=_as_int_list(
+                _get_env("AGENT_CONTROLLER_DISCOVERY_PORTS", "8001,8000", file_values),
+                [8001, 8000],
+            ),
+            controller_discovery_timeout_seconds=_as_float(
+                _get_env("AGENT_CONTROLLER_DISCOVERY_TIMEOUT_SECONDS", "0.35", file_values),
+                0.35,
+            ),
+            state_path=_resolve_path(_get_env("AGENT_STATE_PATH", "data/agent_state.json", file_values)),
+            model_config_path=_resolve_path(
+                _get_env("AGENT_MODEL_CONFIG_PATH", "data/model_config.json", file_values)
+            ),
+            runtime_state_path=_resolve_path(
+                _get_env("AGENT_RUNTIME_STATE_PATH", "data/runtime_state.json", file_values)
+            ),
+            memory_path=_resolve_path(
+                _get_env("AGENT_MEMORY_PATH", "data/agent_memory.json", file_values)
+            ),
+            display_name=_get_env("AGENT_DISPLAY_NAME", "", file_values),
+            deployment_type=_get_env("AGENT_DEPLOYMENT_TYPE", "auto", file_values),
+            heartbeat_interval_seconds=_as_float(
+                _get_env("AGENT_HEARTBEAT_INTERVAL_SECONDS", "1", file_values),
+                1.0,
+            ),
+            task_poll_interval_seconds=_as_float(
+                _get_env("AGENT_TASK_POLL_INTERVAL_SECONDS", "5", file_values),
+                5.0,
+            ),
+            controller_retry_interval_seconds=_as_float(
+                _get_env("AGENT_CONTROLLER_RETRY_INTERVAL_SECONDS", "3", file_values),
+                3.0,
+            ),
+            request_timeout_seconds=_as_float(
+                _get_env("AGENT_REQUEST_TIMEOUT_SECONDS", "5", file_values),
+                5.0,
+            ),
+            local_service_enabled=_as_bool(
+                _get_env("AGENT_LOCAL_SERVICE_ENABLED", "true", file_values),
+                True,
+            ),
+            local_service_host=_get_env(
+                "AGENT_LOCAL_SERVICE_HOST",
+                _get_env("LOG_WEB_HOST", "0.0.0.0", file_values),
+                file_values,
+            ),
+            local_service_port=_as_int(
+                _get_env(
+                    "AGENT_LOCAL_SERVICE_PORT",
+                    _get_env("LOG_WEB_PORT", "18081", file_values),
+                    file_values,
+                ),
+                18081,
+            ),
+            runtime_command=_get_env("AGENT_RUNTIME_COMMAND", "", file_values),
+        )

SystemTest-Agent/app/controller_discovery.py

@@ -0,0 +1,136 @@
+from __future__ import annotations
+
+import concurrent.futures
+import ipaddress
+import json
+import socket
+from urllib.error import URLError
+from urllib.request import Request, urlopen
+
+
+DISCOVERY_PATH = "/api/v1/discovery"
+AUTO_VALUES = {"", "auto", "discover", "lan"}
+
+
+def _is_private_ipv4(value: str) -> bool:
+    try:
+        ip = ipaddress.ip_address(value)
+    except ValueError:
+        return False
+    return ip.version == 4 and ip.is_private and not ip.is_loopback
+
+
+def _local_private_ipv4s() -> list[str]:
+    addresses: set[str] = set()
+    try:
+        for value in socket.gethostbyname_ex(socket.gethostname())[2]:
+            if _is_private_ipv4(value):
+                addresses.add(value)
+    except OSError:
+        pass
+
+    # UDP connect does not send packets; it reveals the chosen outbound address.
+    try:
+        with socket.socket(socket.AF_INET, socket.SOCK_DGRAM) as sock:
+            sock.connect(("8.8.8.8", 80))
+            value = sock.getsockname()[0]
+            if _is_private_ipv4(value):
+                addresses.add(value)
+    except OSError:
+        pass
+
+    return sorted(addresses)
+
+
+def _candidate_hosts() -> list[str]:
+    hosts: set[str] = {"127.0.0.1"}
+    for address in _local_private_ipv4s():
+        hosts.add(address)
+        network = ipaddress.ip_network(f"{address}/24", strict=False)
+        for host in network.hosts():
+            hosts.add(str(host))
+    return sorted(hosts, key=lambda value: tuple(int(part) for part in value.split(".")))
+
+
+def _probe(base_url: str, timeout_seconds: float) -> str | None:
+    url = f"{base_url.rstrip('/')}{DISCOVERY_PATH}"
+    request = Request(url, headers={"Accept": "application/json"})
+    try:
+        with urlopen(request, timeout=timeout_seconds) as response:
+            body = response.read()
+    except (OSError, URLError):
+        return None
+
+    try:
+        payload = json.loads(body.decode("utf-8"))
+    except json.JSONDecodeError:
+        return None
+
+    if payload.get("service") != "Agent-S-Controller":
+        return None
+    discovered = str(payload.get("base_url") or base_url).rstrip("/")
+    return discovered or None
+
+
+def discover_controller_base_url(
+    ports: list[int],
+    timeout_seconds: float,
+    workers: int = 96,
+    log=print,
+) -> str | None:
+    hosts = _candidate_hosts()
+    attempts = [(host, port) for port in ports for host in hosts]
+    if not attempts:
+        return None
+
+    log(
+        "[agent] discovering controller on "
+        + f"{len(hosts)} hosts x ports {', '.join(str(p) for p in ports)} ..."
+    )
+    with concurrent.futures.ThreadPoolExecutor(max_workers=min(workers, len(attempts))) as executor:
+        future_map = {
+            executor.submit(_probe, f"http://{host}:{port}", timeout_seconds): (host, port)
+            for host, port in attempts
+        }
+        for future in concurrent.futures.as_completed(future_map):
+            found = future.result()
+            if found:
+                host, port = future_map[future]
+                log(f"[agent] discovered controller at {found} ({host}:{port})")
+                for pending in future_map:
+                    pending.cancel()
+                return found
+    return None
+
+
+def resolve_controller_base_url(
+    configured_base_url: str,
+    discovery_enabled: bool,
+    discovery_ports: list[int],
+    timeout_seconds: float,
+    log=print,
+) -> str:
+    configured = (configured_base_url or "auto").strip().rstrip("/")
+    if configured.lower() not in AUTO_VALUES:
+        found = _probe(configured, timeout_seconds)
+        if found:
+            return found
+        if not discovery_enabled:
+            return configured
+        log(f"[agent] configured controller is not reachable yet: {configured}")
+
+    if discovery_enabled:
+        found = discover_controller_base_url(
+            ports=discovery_ports,
+            timeout_seconds=timeout_seconds,
+            log=log,
+        )
+        if found:
+            return found
+
+    ports = ", ".join(str(port) for port in discovery_ports)
+    raise RuntimeError(
+        "Controller was not found. Start the controller first, allow TCP "
+        f"{ports} through the firewall, or start the agent with "
+        "start_agent.bat http://<controller-lan-ip>:8001"
+    )

SystemTest-Agent/app/http_client.py

@@ -0,0 +1,60 @@
+from __future__ import annotations
+
+import json
+from dataclasses import dataclass
+from typing import Any
+from urllib.error import HTTPError, URLError
+from urllib.request import Request, urlopen
+
+
+@dataclass
+class HttpClientError(RuntimeError):
+    status: int
+    message: str
+    payload: dict[str, Any] | None = None
+
+    def __str__(self) -> str:
+        return f"HTTP {self.status}: {self.message}"
+
+
+def _network_error_message(exc: BaseException, timeout: float) -> str:
+    reason = getattr(exc, "reason", exc)
+    if isinstance(exc, TimeoutError) or isinstance(reason, TimeoutError):
+        return f"timed out after {timeout:g}s"
+    return str(reason) or type(reason).__name__
+
+
+def request_json(
+    method: str,
+    url: str,
+    payload: dict[str, Any] | None = None,
+    token: str | None = None,
+    timeout: float = 5.0,
+) -> dict[str, Any]:
+    body = None
+    headers = {"Accept": "application/json"}
+    if payload is not None:
+        body = json.dumps(payload, ensure_ascii=False).encode("utf-8")
+        headers["Content-Type"] = "application/json; charset=utf-8"
+    if token:
+        headers["Authorization"] = f"Bearer {token}"
+
+    request = Request(url, data=body, headers=headers, method=method.upper())
+    try:
+        with urlopen(request, timeout=timeout) as response:
+            response_body = response.read()
+            if not response_body:
+                return {}
+            return json.loads(response_body.decode("utf-8"))
+    except HTTPError as exc:
+        raw = exc.read().decode("utf-8", errors="replace")
+        payload_obj = None
+        message = raw or exc.reason
+        try:
+            payload_obj = json.loads(raw)
+            message = payload_obj.get("error") or message
+        except json.JSONDecodeError:
+            pass
+        raise HttpClientError(exc.code, message, payload_obj) from exc
+    except (URLError, TimeoutError, OSError) as exc:
+        raise HttpClientError(0, _network_error_message(exc, timeout), None) from exc

SystemTest-Agent/app/identity.py

@@ -0,0 +1,104 @@
+from __future__ import annotations
+
+import hashlib
+import json
+import platform
+import socket
+import subprocess
+import uuid
+from typing import Any
+
+
+VM_MARKERS = (
+    "virtual",
+    "vmware",
+    "hyper-v",
+    "hyperv",
+    "kvm",
+    "qemu",
+    "xen",
+    "virtualbox",
+    "parallels",
+    "bochs",
+)
+
+
+def host_name() -> str:
+    return socket.gethostname()
+
+
+def machine_fingerprint() -> str:
+    material = {
+        "host": host_name(),
+        "platform": platform.platform(),
+        "machine": platform.machine(),
+        "mac": f"{uuid.getnode():012x}",
+    }
+    encoded = json.dumps(material, sort_keys=True).encode("utf-8")
+    return hashlib.sha256(encoded).hexdigest()
+
+
+def public_id() -> str:
+    return f"agent-{machine_fingerprint()[:16]}"
+
+
+def _read_windows_computer_system() -> dict[str, Any]:
+    command = [
+        "powershell",
+        "-NoProfile",
+        "-Command",
+        "Get-CimInstance Win32_ComputerSystem | "
+        "Select-Object Manufacturer,Model,HypervisorPresent | ConvertTo-Json -Compress",
+    ]
+    try:
+        completed = subprocess.run(
+            command,
+            check=True,
+            capture_output=True,
+            text=True,
+            timeout=3,
+        )
+    except (OSError, subprocess.SubprocessError):
+        return {}
+    try:
+        data = json.loads(completed.stdout.strip() or "{}")
+    except json.JSONDecodeError:
+        return {}
+    return data if isinstance(data, dict) else {}
+
+
+def deployment_info(override: str) -> dict[str, Any]:
+    normalized = (override or "auto").strip().lower()
+    aliases = {
+        "physical": "physical_machine",
+        "physical_machine": "physical_machine",
+        "box_physical": "physical_machine",
+        "virtual": "virtual_machine",
+        "vm": "virtual_machine",
+        "virtual_machine": "virtual_machine",
+        "box_virtual": "virtual_machine",
+    }
+    if normalized in aliases:
+        return {
+            "deployment_type": aliases[normalized],
+            "detection_reason": f"env:{override}",
+            "system": {},
+        }
+
+    system_data = _read_windows_computer_system() if platform.system().lower() == "windows" else {}
+    manufacturer = str(system_data.get("Manufacturer") or "")
+    model = str(system_data.get("Model") or "")
+    hypervisor_present = bool(system_data.get("HypervisorPresent"))
+    probe_text = f"{manufacturer} {model} {platform.platform()}".lower()
+    is_virtual = hypervisor_present or any(marker in probe_text for marker in VM_MARKERS)
+    return {
+        "deployment_type": "virtual_machine" if is_virtual else "physical_machine",
+        "detection_reason": "auto:virtualization-marker" if is_virtual else "auto:no-virtualization-marker",
+        "system": {
+            "manufacturer": manufacturer,
+            "model": model,
+            "hypervisor_present": hypervisor_present,
+            "platform": platform.platform(),
+            "machine": platform.machine(),
+        },
+    }

SystemTest-Agent/app/local_service.py

@@ -0,0 +1,130 @@
+from __future__ import annotations
+
+import json
+import mimetypes
+import sys
+import threading
+from http import HTTPStatus
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from pathlib import Path
+from typing import Any, Callable
+from urllib.parse import parse_qs, urlparse
+
+
+StatusProvider = Callable[[], dict[str, Any]]
+
+
+def _json_bytes(payload: Any) -> bytes:
+    return json.dumps(payload, ensure_ascii=False, indent=2).encode("utf-8")
+
+
+def make_handler(status_provider: StatusProvider):
+    class AgentLocalServiceHandler(BaseHTTPRequestHandler):
+        server_version = "SystemTestAgentLocalService/0.1"
+
+        def log_message(self, fmt: str, *args: Any) -> None:
+            sys.stdout.write(
+                "%s - - [%s] %s\n"
+                % (self.client_address[0], self.log_date_time_string(), fmt % args)
+            )
+
+        def _send_json(self, status: int, payload: Any) -> None:
+            body = _json_bytes(payload)
+            self.send_response(status)
+            self.send_header("Content-Type", "application/json; charset=utf-8")
+            self.send_header("Content-Length", str(len(body)))
+            self.send_header("Access-Control-Allow-Origin", "*")
+            self.send_header("Access-Control-Allow-Headers", "Content-Type, Authorization")
+            self.send_header("Access-Control-Allow-Methods", "GET, OPTIONS")
+            self.end_headers()
+            self.wfile.write(body)
+
+        def _send_file(self, file_path: Path) -> None:
+            body = file_path.read_bytes()
+            content_type = mimetypes.guess_type(str(file_path))[0] or "application/octet-stream"
+            self.send_response(HTTPStatus.OK)
+            self.send_header("Content-Type", content_type)
+            self.send_header("Content-Length", str(len(body)))
+            self.send_header("Access-Control-Allow-Origin", "*")
+            self.end_headers()
+            self.wfile.write(body)
+
+        def _send_screenshot(self, raw_path: str) -> None:
+            status = status_provider()
+            memory_path = ((status.get("agent_core") or {}).get("memory_path") or "")
+            if not memory_path:
+                self._send_json(HTTPStatus.NOT_FOUND, {"ok": False, "error": "Memory path is not available"})
+                return
+            screenshot_root = (Path(memory_path).parent / "screenshots").resolve()
+            requested = Path(raw_path).resolve()
+            try:
+                requested.relative_to(screenshot_root)
+            except ValueError:
+                self._send_json(HTTPStatus.FORBIDDEN, {"ok": False, "error": "Screenshot path is outside evidence directory"})
+                return
+            if not requested.exists() or not requested.is_file():
+                self._send_json(HTTPStatus.NOT_FOUND, {"ok": False, "error": "Screenshot not found"})
+                return
+            self._send_file(requested)
+
+        def do_OPTIONS(self) -> None:
+            self._send_json(HTTPStatus.OK, {"ok": True})
+
+        def do_GET(self) -> None:
+            parsed = urlparse(self.path)
+            path = parsed.path
+            if path in {"/", "/health"}:
+                self._send_json(HTTPStatus.OK, status_provider())
+                return
+            if path == "/agent/tools":
+                status = status_provider()
+                self._send_json(
+                    HTTPStatus.OK,
+                    {
+                        "ok": True,
+                        "tools": ((status.get("agent_core") or {}).get("tools") or []),
+                    },
+                )
+                return
+            if path == "/agent/memory":
+                status = status_provider()
+                agent_core = status.get("agent_core") or {}
+                self._send_json(
+                    HTTPStatus.OK,
+                    {
+                        "ok": True,
+                        "memory_path": agent_core.get("memory_path"),
+                        "memory": agent_core.get("memory"),
+                    },
+                )
+                return
+            if path == "/agent/screenshot":
+                query = parse_qs(parsed.query)
+                raw_path = (query.get("path") or [""])[0]
+                if not raw_path:
+                    self._send_json(HTTPStatus.BAD_REQUEST, {"ok": False, "error": "Missing path"})
+                    return
+                self._send_screenshot(raw_path)
+                return
+            self._send_json(
+                HTTPStatus.NOT_FOUND,
+                {"ok": False, "error": "Route not found"},
+            )
+
+    return AgentLocalServiceHandler
+
+
+class LocalService:
+    def __init__(self, host: str, port: int, status_provider: StatusProvider):
+        self.host = host
+        self.port = port
+        self._server = ThreadingHTTPServer((host, port), make_handler(status_provider))
+        self._thread = threading.Thread(target=self._server.serve_forever, daemon=True)
+
+    def start(self) -> None:
+        self._thread.start()
+
+    def stop(self) -> None:
+        self._server.shutdown()
+        self._server.server_close()
+        self._thread.join(timeout=2)

SystemTest-Agent/app/model_config.py

@@ -0,0 +1,128 @@
+from __future__ import annotations
+
+import json
+import subprocess
+from datetime import datetime, timezone
+from pathlib import Path
+from typing import Any
+
+
+def utc_now() -> str:
+    return datetime.now(timezone.utc).isoformat(timespec="seconds")
+
+
+def _load_json(path: Path, default: dict[str, Any]) -> dict[str, Any]:
+    if not path.exists():
+        return default
+    try:
+        data = json.loads(path.read_text(encoding="utf-8"))
+    except json.JSONDecodeError:
+        return default
+    return data if isinstance(data, dict) else default
+
+
+def _save_json(path: Path, payload: dict[str, Any]) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_text(json.dumps(payload, ensure_ascii=False, indent=2, sort_keys=True), encoding="utf-8")
+
+
+def load_applied_model_config(path: Path) -> dict[str, Any]:
+    return _load_json(path, {"version": 0, "value": {}, "updated_at": None, "applied_at": None})
+
+
+def save_applied_model_config(path: Path, payload: dict[str, Any]) -> None:
+    _save_json(path, payload)
+
+
+def public_model_config_summary(config: dict[str, Any]) -> dict[str, Any]:
+    value = dict(config.get("value") or {})
+    value["api_key"] = ""
+    value["api_key_set"] = bool(value.get("api_key_set") or (config.get("value") or {}).get("api_key"))
+    return {
+        "version": int(config.get("version") or 0),
+        "updated_at": config.get("updated_at"),
+        "applied_at": config.get("applied_at"),
+        "value": value,
+    }
+
+
+class RuntimeRestartManager:
+    def __init__(self, path: Path, command: str = ""):
+        self.path = path
+        self.command = command.strip()
+        self.process: subprocess.Popen | None = None
+        self.state = _load_json(
+            path,
+            {
+                "generation": 0,
+                "last_restart_at": None,
+                "reason": "",
+                "model_config_version": 0,
+                "mode": "placeholder",
+            },
+        )
+
+    @property
+    def generation(self) -> int:
+        try:
+            return int(self.state.get("generation") or 0)
+        except (TypeError, ValueError):
+            return 0
+
+    def _start_process(self) -> int | None:
+        if not self.command:
+            return None
+        if self.process and self.process.poll() is None:
+            return self.process.pid
+        self.process = subprocess.Popen(
+            self.command,
+            cwd=str(self.path.parent.parent),
+            shell=True,
+            stdout=subprocess.DEVNULL,
+            stderr=subprocess.DEVNULL,
+        )
+        return self.process.pid
+
+    def stop(self) -> None:
+        if not self.process or self.process.poll() is not None:
+            return
+        self.process.terminate()
+        try:
+            self.process.wait(timeout=5)
+        except subprocess.TimeoutExpired:
+            self.process.kill()
+            self.process.wait(timeout=5)
+
+    def ensure_started(self, version: int) -> dict[str, Any] | None:
+        if not self.command:
+            return None
+        pid = self._start_process()
+        now = utc_now()
+        self.state = {
+            "generation": self.generation,
+            "last_restart_at": self.state.get("last_restart_at"),
+            "reason": self.state.get("reason") or "startup",
+            "model_config_version": version,
+            "mode": "subprocess",
+            "pid": pid,
+            "command_configured": True,
+            "checked_at": now,
+        }
+        _save_json(self.path, self.state)
+        return self.state
+
+    def restart_for_model_config(self, version: int) -> dict[str, Any]:
+        now = utc_now()
+        self.stop()
+        pid = self._start_process()
+        self.state = {
+            "generation": self.generation + 1,
+            "last_restart_at": now,
+            "reason": f"model_config_v{version}",
+            "model_config_version": version,
+            "mode": "subprocess" if self.command else "placeholder",
+            "pid": pid,
+            "command_configured": bool(self.command),
+        }
+        _save_json(self.path, self.state)
+        return self.state

SystemTest-Agent/app/runner.py

@@ -0,0 +1,509 @@
+from __future__ import annotations
+
+import argparse
+import json
+import socket
+import sys
+import time
+import traceback
+from datetime import datetime, timezone
+from typing import Any
+
+from . import __version__
+from .agent_core import AgentSession, AgentToolRegistry
+from .config import AgentConfig
+from .controller_discovery import resolve_controller_base_url
+from .http_client import HttpClientError, request_json
+from .identity import deployment_info, host_name, machine_fingerprint, public_id
+from .local_service import LocalService
+from .model_config import (
+    RuntimeRestartManager,
+    load_applied_model_config,
+    public_model_config_summary,
+    save_applied_model_config,
+)
+from .state import load_state, save_state
+
+
+def utc_now() -> str:
+    return datetime.now(timezone.utc).isoformat(timespec="seconds")
+
+
+def local_ip() -> str:
+    try:
+        with socket.socket(socket.AF_INET, socket.SOCK_DGRAM) as sock:
+            sock.connect(("8.8.8.8", 80))
+            return sock.getsockname()[0]
+    except OSError:
+        return "127.0.0.1"
+
+
+class ControlledAgent:
+    def __init__(self, config: AgentConfig):
+        self.config = AgentConfig(
+            root_dir=config.root_dir,
+            controller_url=config.controller_url,
+            controller_discovery_enabled=config.controller_discovery_enabled,
+            controller_discovery_ports=config.controller_discovery_ports,
+            controller_discovery_timeout_seconds=config.controller_discovery_timeout_seconds,
+            state_path=config.state_path,
+            model_config_path=config.model_config_path,
+            runtime_state_path=config.runtime_state_path,
+            memory_path=config.memory_path,
+            display_name=config.display_name,
+            deployment_type=config.deployment_type,
+            heartbeat_interval_seconds=config.heartbeat_interval_seconds,
+            task_poll_interval_seconds=config.task_poll_interval_seconds,
+            controller_retry_interval_seconds=config.controller_retry_interval_seconds,
+            request_timeout_seconds=config.request_timeout_seconds,
+            local_service_enabled=config.local_service_enabled,
+            local_service_host=config.local_service_host,
+            local_service_port=config.local_service_port,
+            runtime_command=config.runtime_command,
+        )
+        self.controller_url: str | None = None
+        self.last_connection_error: str | None = None
+        self.controller_retry_count = 0
+        self.runtime_started = False
+        self.registration_confirmed = False
+        self.fingerprint = machine_fingerprint()
+        self.public_id = public_id()
+        self.host = host_name()
+        self.ip = local_ip()
+        self.started_at = utc_now()
+        self.last_heartbeat_at: str | None = None
+        self.last_task_claim_at: str | None = None
+        self.current_status = "idle"
+        self.local_service: LocalService | None = None
+        self.deployment = deployment_info(config.deployment_type)
+        self.display_name = config.display_name or self.host
+        self.state = load_state(config.state_path)
+        self.model_config_state = load_applied_model_config(config.model_config_path)
+        self.runtime_manager = RuntimeRestartManager(config.runtime_state_path, config.runtime_command)
+        self.tool_registry = AgentToolRegistry()
+        print(
+            "[agent] startup config: "
+            f"controller={self.config.controller_url} "
+            f"local_service={self.config.local_service_host}:{self.config.local_service_port} "
+            f"state={self.config.state_path} "
+            f"model_config={self.config.model_config_path}"
+        )
+
+    def _url(self, path: str) -> str:
+        if not self.controller_url:
+            raise RuntimeError("Controller is not connected yet")
+        return f"{self.controller_url}{path}"
+
+    def resolve_controller(self) -> str:
+        resolved = resolve_controller_base_url(
+            configured_base_url=self.config.controller_url,
+            discovery_enabled=self.config.controller_discovery_enabled,
+            discovery_ports=self.config.controller_discovery_ports,
+            timeout_seconds=self.config.controller_discovery_timeout_seconds,
+        )
+        if self.controller_url != resolved:
+            print(f"[agent] controller connected: {resolved}")
+        self.controller_url = resolved
+        self.last_connection_error = None
+        self.controller_retry_count = 0
+        return resolved
+
+    def ensure_registered(self) -> None:
+        current_public_id = self.state.get("public_id")
+        has_credentials = self.state.get("agent_id") and self.state.get("token")
+        if has_credentials and current_public_id == self.public_id:
+            if not self.registration_confirmed:
+                print(
+                    f"Using saved registration: agent_id={self.state['agent_id']} "
+                    f"public_id={self.public_id}"
+                )
+            self.registration_confirmed = True
+            return
+
+        payload = {
+            "public_id": self.public_id,
+            "display_name": self.display_name,
+            "deployment_type": self.deployment["deployment_type"],
+            "machine_fingerprint": self.fingerprint,
+            "reported_host": self.host,
+            "reported_ip": self.ip,
+            "reported_log_web_port": self.config.local_service_port
+            if self.config.local_service_enabled
+            else None,
+            "agent_version": __version__,
+            "metadata": {
+                "detection_reason": self.deployment["detection_reason"],
+                "system": self.deployment["system"],
+            },
+        }
+        print(f"Registering controlled agent at {self.controller_url} ...")
+        response = request_json(
+            "POST",
+            self._url("/api/agents/register"),
+            payload,
+            timeout=self.config.request_timeout_seconds,
+        )
+        self.state = {
+            "agent_id": response["agent_id"],
+            "public_id": response["public_id"],
+            "token": response["token"],
+            "registered_at": response["registered_at"],
+            "controller_url": self.controller_url,
+        }
+        save_state(self.config.state_path, self.state)
+        self.registration_confirmed = True
+        if response.get("token_rotated"):
+            print(
+                "Recovered registration with a new token: "
+                f"agent_id={response['agent_id']} state={self.config.state_path}"
+            )
+        else:
+            print(f"Registered: agent_id={response['agent_id']} state={self.config.state_path}")
+
+    def heartbeat_payload(self) -> dict[str, Any]:
+        return {
+            "status": self.current_status,
+            "display_name": self.display_name,
+            "deployment_type": self.deployment["deployment_type"],
+            "machine_fingerprint": self.fingerprint,
+            "reported_host": self.host,
+            "reported_ip": self.ip,
+            "reported_log_web_port": self.config.local_service_port
+            if self.config.local_service_enabled
+            else None,
+            "agent_version": __version__,
+            "config_revision": int(self.model_config_state.get("version") or 0),
+            "runtime_generation": self.runtime_manager.generation,
+            "started_at": self.started_at,
+            "sent_at": utc_now(),
+            "metadata": {
+                "detection_reason": self.deployment["detection_reason"],
+                "system": self.deployment["system"],
+            },
+        }
+
+    def send_heartbeat(self) -> None:
+        agent_id = int(self.state["agent_id"])
+        response = request_json(
+            "POST",
+            self._url(f"/api/agents/{agent_id}/heartbeat"),
+            self.heartbeat_payload(),
+            token=str(self.state["token"]),
+            timeout=self.config.request_timeout_seconds,
+        )
+        self.last_heartbeat_at = response.get("received_at")
+        self.apply_model_config_update(response.get("model_config"))
+        print(f"Heartbeat OK: {response.get('received_at')}")
+
+    def apply_model_config_update(self, model_config: Any) -> None:
+        if not isinstance(model_config, dict):
+            return
+        version = int(model_config.get("version") or 0)
+        current_version = int(self.model_config_state.get("version") or 0)
+        if version <= current_version:
+            return
+        payload = {
+            "version": version,
+            "updated_at": model_config.get("updated_at"),
+            "applied_at": utc_now(),
+            "value": model_config.get("value") or {},
+        }
+        save_applied_model_config(self.config.model_config_path, payload)
+        self.model_config_state = payload
+        restart_state = self.runtime_manager.restart_for_model_config(version)
+        print(
+            "[agent] applied model config "
+            f"v{version}; runtime restart generation={restart_state.get('generation')}"
+        )
+
+    def ensure_runtime_started(self) -> None:
+        state = self.runtime_manager.ensure_started(int(self.model_config_state.get("version") or 0))
+        if state:
+            print(
+                "[agent] runtime started "
+                f"generation={state.get('generation')} mode={state.get('mode')}"
+            )
+
+    def submit_child_task(self, payload: dict[str, Any]) -> dict[str, Any]:
+        response = request_json(
+            "POST",
+            self._url("/api/tasks"),
+            payload,
+            timeout=self.config.request_timeout_seconds,
+        )
+        return response.get("task") or {}
+
+    def task_model_config_state(self) -> dict[str, Any]:
+        state = dict(self.model_config_state)
+        value = dict(state.get("value") or {})
+        if self.state.get("agent_id") and self.state.get("token"):
+            value["controller_model_proxy_url"] = self._url(
+                f"/api/agents/{int(self.state['agent_id'])}/model/chat-json"
+            )
+            value["controller_model_proxy_token"] = str(self.state["token"])
+            value["controller_model_proxy_enabled"] = True
+        state["value"] = value
+        return state
+
+    def execute_task(self, task: dict[str, Any]) -> dict[str, Any]:
+        session = AgentSession(
+            task=task,
+            model_config_state=self.task_model_config_state(),
+            memory_path=self.config.memory_path,
+            request_timeout_seconds=self.config.request_timeout_seconds,
+            submit_task=self.submit_child_task,
+        )
+        return session.run()
+
+    def task_execution_error_result(self, task: dict[str, Any], exc: Exception, started: float) -> dict[str, Any]:
+        payload = task.get("payload") if isinstance(task.get("payload"), dict) else {}
+        model_state = self.task_model_config_state()
+        model_value = model_state.get("value") if isinstance(model_state.get("value"), dict) else {}
+        trace_lines = traceback.format_exc().splitlines()
+        message = f"Controlled agent task execution failed: {exc}"
+        return {
+            "success": False,
+            "message": message,
+            "task_type": payload.get("task_type") or "manual",
+            "agent_framework": "ufo-inspired-lite",
+            "p0_mode": True,
+            "needs_user_input": True,
+            "target_url": payload.get("target_url") or payload.get("url") or "",
+            "duration_seconds": round(time.monotonic() - started, 3),
+            "action_duration_seconds": 0,
+            "model_duration_seconds": 0,
+            "model_available": bool(
+                model_value.get("controller_model_proxy_url")
+                or (model_value.get("vllm_base_url") and model_value.get("vllm_model"))
+            ),
+            "model_errors": [message],
+            "exception_type": type(exc).__name__,
+            "logs": [
+                "Task execution raised an exception before completion.",
+                *trace_lines[-25:],
+            ],
+        }
+
+    def report_task_result(self, task_id: int, result: dict[str, Any]) -> dict[str, Any]:
+        agent_id = int(self.state["agent_id"])
+        return request_json(
+            "POST",
+            self._url(f"/api/agents/{agent_id}/tasks/{task_id}/result"),
+            result,
+            token=str(self.state["token"]),
+            timeout=self.config.request_timeout_seconds,
+        )
+
+    def claim_task(self) -> dict[str, Any] | None:
+        agent_id = int(self.state["agent_id"])
+        response = request_json(
+            "POST",
+            self._url(f"/api/agents/{agent_id}/tasks/claim"),
+            {},
+            token=str(self.state["token"]),
+            timeout=self.config.request_timeout_seconds,
+        )
+        task = response.get("task")
+        if task:
+            self.last_task_claim_at = utc_now()
+            print(f"Claimed task: id={task.get('id')} external_id={task.get('external_id')}")
+            self.current_status = "running"
+            task_started = time.monotonic()
+            try:
+                try:
+                    self.send_heartbeat()
+                except Exception as exc:
+                    print(f"[agent] running heartbeat failed: {exc}")
+                try:
+                    result = self.execute_task(task)
+                except Exception as exc:
+                    result = self.task_execution_error_result(task, exc, task_started)
+                    print(result["message"], file=sys.stderr)
+                self.report_task_result(int(task["id"]), result)
+                print(
+                    "Reported task result: "
+                    f"id={task.get('id')} success={result.get('success')} message={result.get('message')}"
+                )
+            finally:
+                self.current_status = "idle"
+        else:
+            print("No ready task.")
+        return task
+
+    def local_status(self) -> dict[str, Any]:
+        return {
+            "ok": True,
+            "service": "controlled-agent",
+            "version": __version__,
+            "configured_controller_url": self.config.controller_url,
+            "controller_url": self.controller_url,
+            "controller_connected": bool(self.controller_url),
+            "last_connection_error": self.last_connection_error,
+            "public_id": self.public_id,
+            "agent_id": self.state.get("agent_id"),
+            "deployment_type": self.deployment["deployment_type"],
+            "display_name": self.display_name,
+            "reported_host": self.host,
+            "reported_ip": self.ip,
+            "started_at": self.started_at,
+            "last_heartbeat_at": self.last_heartbeat_at,
+            "last_task_claim_at": self.last_task_claim_at,
+            "model_config": public_model_config_summary(self.model_config_state),
+            "runtime": self.runtime_manager.state,
+            "agent_core": {
+                "framework": "ufo-inspired-lite",
+                "memory_path": str(self.config.memory_path),
+                "memory": self.agent_memory_status(),
+                "tools": self.tool_registry.descriptions(),
+            },
+            "local_service": {
+                "enabled": self.config.local_service_enabled,
+                "host": self.config.local_service_host,
+                "port": self.config.local_service_port,
+            },
+        }
+
+    def agent_memory_status(self) -> dict[str, Any]:
+        if not self.config.memory_path.exists():
+            return {"exists": False, "counts": {}}
+        try:
+            data = json.loads(self.config.memory_path.read_text(encoding="utf-8"))
+        except (OSError, json.JSONDecodeError) as exc:
+            return {"exists": True, "error": str(exc), "counts": {}}
+        if not isinstance(data, dict):
+            return {"exists": True, "error": "Memory file is not an object.", "counts": {}}
+        return {
+            "exists": True,
+            "counts": {
+                key: len(value) if isinstance(value, list) else 0
+                for key, value in data.items()
+            },
+        }
+
+    def start_local_service(self) -> None:
+        if not self.config.local_service_enabled:
+            return
+        self.local_service = LocalService(
+            self.config.local_service_host,
+            self.config.local_service_port,
+            self.local_status,
+        )
+        self.local_service.start()
+        print(
+            "Controlled agent local service started at "
+            f"http://127.0.0.1:{self.config.local_service_port}/health"
+        )
+
+    def run(self, once: bool = False) -> None:
+        self.start_local_service()
+        try:
+            while True:
+                try:
+                    if not self.controller_url:
+                        self.resolve_controller()
+                    self.ensure_registered()
+                    if not self.runtime_started:
+                        self.ensure_runtime_started()
+                        self.runtime_started = True
+                    self.send_heartbeat()
+                    self.claim_task()
+                    if once:
+                        return
+                    time.sleep(min(self.config.heartbeat_interval_seconds, self.config.task_poll_interval_seconds))
+                except (RuntimeError, HttpClientError, OSError) as exc:
+                    if once:
+                        raise
+                    self.handle_controller_error(exc)
+                    time.sleep(max(1.0, self.config.controller_retry_interval_seconds))
+        finally:
+            self.runtime_manager.stop()
+            if once and self.local_service:
+                self.local_service.stop()
+
+    def handle_controller_error(self, exc: Exception) -> None:
+        message = str(exc)
+        self.last_connection_error = message
+        self.controller_retry_count += 1
+
+        if isinstance(exc, HttpClientError) and exc.status in {401, 404}:
+            print(
+                "[agent] saved controller credentials are no longer valid; "
+                "clearing local registration and retrying."
+            )
+            self.state = {}
+            self.registration_confirmed = False
+            save_state(self.config.state_path, self.state)
+
+        if not isinstance(exc, HttpClientError) or exc.status in {0, 401, 404, 409} or exc.status >= 500:
+            self.controller_url = None
+
+        if self.controller_retry_count == 1 or self.controller_retry_count % 10 == 0:
+            print(
+                "[agent] controller unavailable; agent stays running and will keep scanning. "
+                f"retry={self.controller_retry_count} error={message}"
+            )
+
+
+def parse_args(argv: list[str]) -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="System test controlled agent")
+    parser.add_argument("--once", action="store_true", help="register, heartbeat, claim once, then exit")
+    parser.add_argument("--controller-url", help="override CONTROLLER_URL")
+    return parser.parse_args(argv)
+
+
+def main(argv: list[str] | None = None) -> None:
+    args = parse_args(argv or sys.argv[1:])
+    config = AgentConfig.from_env()
+    if args.controller_url:
+        config = AgentConfig(
+            root_dir=config.root_dir,
+            controller_url=args.controller_url.rstrip("/"),
+            controller_discovery_enabled=config.controller_discovery_enabled,
+            controller_discovery_ports=config.controller_discovery_ports,
+            controller_discovery_timeout_seconds=config.controller_discovery_timeout_seconds,
+            state_path=config.state_path,
+            model_config_path=config.model_config_path,
+            runtime_state_path=config.runtime_state_path,
+            memory_path=config.memory_path,
+            display_name=config.display_name,
+            deployment_type=config.deployment_type,
+            heartbeat_interval_seconds=config.heartbeat_interval_seconds,
+            task_poll_interval_seconds=config.task_poll_interval_seconds,
+            controller_retry_interval_seconds=config.controller_retry_interval_seconds,
+            request_timeout_seconds=config.request_timeout_seconds,
+            local_service_enabled=config.local_service_enabled,
+            local_service_host=config.local_service_host,
+            local_service_port=config.local_service_port,
+            runtime_command=config.runtime_command,
+        )
+
+    try:
+        agent = ControlledAgent(config)
+        agent.run(once=args.once)
+    except RuntimeError as exc:
+        print(str(exc), file=sys.stderr)
+        raise SystemExit(2) from exc
+    except OSError as exc:
+        print(
+            "Local controlled-agent service failed to start. "
+            f"Check whether port {config.local_service_port} is already in use. "
+            f"Original error: {exc}",
+            file=sys.stderr,
+        )
+        raise SystemExit(2) from exc
+    except HttpClientError as exc:
+        if exc.status == 409:
+            print(
+                "Registration conflict: this machine is already registered on the controller, "
+                "but the local token was not found. Restore data/agent_state.json or remove the "
+                "existing agent record from the controller database.",
+                file=sys.stderr,
+            )
+        print(str(exc), file=sys.stderr)
+        raise SystemExit(2) from exc
+    except KeyboardInterrupt:
+        print("\nControlled agent stopping...")
+    except Exception as exc:
+        print("Unexpected SystemTest-Agent error:", file=sys.stderr)
+        traceback.print_exc()
+        raise SystemExit(2) from exc

SystemTest-Agent/app/state.py

@@ -0,0 +1,20 @@
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any
+
+
+def load_state(path: Path) -> dict[str, Any]:
+    if not path.exists():
+        return {}
+    try:
+        data = json.loads(path.read_text(encoding="utf-8"))
+    except json.JSONDecodeError:
+        return {}
+    return data if isinstance(data, dict) else {}
+
+
+def save_state(path: Path, state: dict[str, Any]) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_text(json.dumps(state, ensure_ascii=False, indent=2, sort_keys=True), encoding="utf-8")

SystemTest-Agent/start_agent.bat

@@ -0,0 +1,80 @@
+@echo off
+setlocal EnableExtensions
+cd /d "%~dp0"
+if not "%~1"=="" set "CONTROLLER_URL=%~1"
+set "EXIT_CODE=0"
+
+if not exist "logs" mkdir "logs" >nul 2>nul
+set "LOG_FILE=%~dp0logs\agent_start_latest.log"
+if not defined PYTHONIOENCODING set "PYTHONIOENCODING=utf-8"
+call :set_stamp
+> "%LOG_FILE%" echo [%STAMP%] SystemTest-Agent startup
+>> "%LOG_FILE%" echo Working directory: %CD%
+if defined CONTROLLER_URL >> "%LOG_FILE%" echo CONTROLLER_URL=%CONTROLLER_URL%
+echo Startup log: "%LOG_FILE%"
+
+if defined PYTHON_EXE (
+  if exist "%PYTHON_EXE%" (
+    call :run_python "%PYTHON_EXE%" -u -m app
+    goto :after_run
+  ) else (
+    >> "%LOG_FILE%" echo PYTHON_EXE is set but was not found: %PYTHON_EXE%
+  )
+)
+
+set "CODEX_PYTHON=%USERPROFILE%\.cache\codex-runtimes\codex-primary-runtime\dependencies\python\python.exe"
+if exist "%CODEX_PYTHON%" (
+  call :run_python "%CODEX_PYTHON%" -u -m app
+  goto :after_run
+)
+
+call :run_python python -u -m app
+if not "%EXIT_CODE%"=="0" (
+  call :run_python py -3 -u -m app
+)
+
+:after_run
+if not "%EXIT_CODE%"=="0" (
+  echo.
+  echo SystemTest-Agent exited with code %EXIT_CODE%.
+  echo Full log: "%LOG_FILE%"
+  echo.
+  echo Last log lines:
+  call :show_log_tail
+  echo.
+  echo Common causes:
+  echo   1. Controller is not reachable from this device.
+  echo      Try: start_agent.bat http://^<controller-lan-ip^>:8001
+  echo   2. Python 3 is not installed or not in PATH.
+  echo   3. Local service port 18081 is already in use.
+  echo.
+)
+
+if not "%AGENT_NO_PAUSE%"=="1" (
+  echo.
+  echo SystemTest-Agent stopped. Full log: "%LOG_FILE%"
+  echo Press any key to close this window.
+  pause >nul
+)
+
+:end
+endlocal & exit /b %EXIT_CODE%
+
+:run_python
+echo. >> "%LOG_FILE%"
+call :set_stamp
+echo [%STAMP%] Running: %* >> "%LOG_FILE%"
+%* >> "%LOG_FILE%" 2>&1
+set "EXIT_CODE=%ERRORLEVEL%"
+call :set_stamp
+echo [%STAMP%] Exit code: %EXIT_CODE% >> "%LOG_FILE%"
+exit /b 0
+
+:set_stamp
+for /f "delims=" %%I in ('powershell -NoProfile -Command "Get-Date -Format yyyy-MM-ddTHH:mm:ss"') do set "STAMP=%%I"
+if not defined STAMP set "STAMP=%TIME%"
+exit /b 0
+
+:show_log_tail
+powershell -NoProfile -Command "if (Test-Path -LiteralPath '%LOG_FILE%') { Get-Content -LiteralPath '%LOG_FILE%' -Tail 80 -Encoding UTF8 }"
+exit /b 0

SystemTest-Agent/start_agent.ps1

@@ -0,0 +1,132 @@
+param(
+    [string]$ControllerUrl
+)
+
+$ErrorActionPreference = "Stop"
+Set-Location -LiteralPath $PSScriptRoot
+
+if ($ControllerUrl) {
+    $env:CONTROLLER_URL = $ControllerUrl
+}
+if (-not $env:PYTHONIOENCODING) {
+    $env:PYTHONIOENCODING = "utf-8"
+}
+
+$logDir = Join-Path $PSScriptRoot "logs"
+New-Item -ItemType Directory -Force -Path $logDir | Out-Null
+$logFile = Join-Path $logDir "agent_start_latest.log"
+@(
+    "[$(Get-Date -Format 'yyyy-MM-dd HH:mm:ss')] SystemTest-Agent startup"
+    "Working directory: $PWD"
+    "CONTROLLER_URL=$env:CONTROLLER_URL"
+) | Set-Content -LiteralPath $logFile -Encoding UTF8
+Write-Host "Startup log: $logFile"
+
+function Write-ExitHints {
+    param([int]$ExitCode)
+    Write-Host ""
+    Write-Host "SystemTest-Agent exited with code $ExitCode."
+    Write-Host "Full log: $logFile"
+    Write-Host ""
+    Write-Host "Last log lines:"
+    if (Test-Path -LiteralPath $logFile) {
+        Get-Content -LiteralPath $logFile -Tail 80
+    }
+    Write-Host ""
+    Write-Host "Common causes:"
+    Write-Host "  1. Controller is not reachable from this device."
+    Write-Host "     Try: .\start_agent.ps1 -ControllerUrl http://<controller-lan-ip>:8001"
+    Write-Host "  2. Python 3 is not installed or not in PATH."
+    Write-Host "  3. Local service port 18081 is already in use."
+}
+
+function Pause-IfNeeded {
+    if ($env:AGENT_NO_PAUSE -ne "1") {
+        Write-Host ""
+        Write-Host "SystemTest-Agent stopped. Full log: $logFile"
+        Read-Host "Press Enter to close this window" | Out-Null
+    }
+}
+
+function ConvertTo-CommandArgumentString {
+    param([string[]]$Arguments)
+    $quoted = foreach ($argument in $Arguments) {
+        if ($argument -match '[\s"]') {
+            '"' + ($argument -replace '"', '\"') + '"'
+        }
+        else {
+            $argument
+        }
+    }
+    return ($quoted -join ' ')
+}
+
+function Quote-CmdArgument {
+    param([string]$Value)
+    return '"' + ($Value -replace '"', '\"') + '"'
+}
+
+function Invoke-LoggedProcess {
+    param(
+        [string]$FilePath,
+        [string[]]$Arguments,
+        [string]$LogFilePath
+    )
+
+    $commandLine = "$(Quote-CmdArgument -Value $FilePath) $(ConvertTo-CommandArgumentString -Arguments $Arguments) >> $(Quote-CmdArgument -Value $LogFilePath) 2>&1"
+    & $env:ComSpec /d /s /c $commandLine
+    return $LASTEXITCODE
+}
+
+$pythonExe = $null
+$pythonArgs = @()
+
+try {
+    if ($env:PYTHON_EXE -and (Test-Path -LiteralPath $env:PYTHON_EXE)) {
+        $pythonExe = $env:PYTHON_EXE
+    }
+
+    if (-not $pythonExe) {
+        $bundledPython = Join-Path $env:USERPROFILE '.cache\codex-runtimes\codex-primary-runtime\dependencies\python\python.exe'
+        if (Test-Path -LiteralPath $bundledPython) {
+            $pythonExe = $bundledPython
+        }
+    }
+
+    if (-not $pythonExe) {
+        $pythonCommand = Get-Command python -ErrorAction SilentlyContinue
+        if ($pythonCommand) {
+            $pythonExe = $pythonCommand.Source
+        }
+    }
+
+    if (-not $pythonExe) {
+        $pythonCommand = Get-Command py -ErrorAction SilentlyContinue
+        if ($pythonCommand) {
+            $pythonExe = $pythonCommand.Source
+            $pythonArgs = @('-3')
+        }
+    }
+
+    if (-not $pythonExe) {
+        throw "Python 3 was not found. Install Python 3, set PYTHON_EXE, or add Python to PATH."
+    }
+
+    $runArgs = @($pythonArgs) + @("-u", "-m", "app")
+    $runLine = "Running: $pythonExe $(ConvertTo-CommandArgumentString -Arguments $runArgs)"
+    Write-Host $runLine
+    Add-Content -LiteralPath $logFile -Encoding UTF8 -Value $runLine
+    $exitCode = Invoke-LoggedProcess -FilePath $pythonExe -Arguments $runArgs -LogFilePath $logFile
+}
+catch {
+    $exitCode = 2
+    Write-Host ($_ | Out-String)
+    Add-Content -LiteralPath $logFile -Encoding UTF8 -Value ($_ | Out-String)
+}
+
+if ($exitCode -ne 0) {
+    Write-ExitHints -ExitCode $exitCode
+}
+
+Pause-IfNeeded
+exit $exitCode

SystemTest-Controller/README.md

@@ -0,0 +1,44 @@
+# SystemTest-Controller
+
+P0-01 主控端最小可用实现，使用 Python 标准库提供 HTTP API、SQLite 状态库和静态面板。
+
+## 一键启动
+
+PowerShell:
+
+```powershell
+.\start_controller.ps1
+```
+
+CMD:
+
+```bat
+start_controller.bat
+```
+
+默认地址与 `Agent-S-Controller/start_agent_controller.bat` 保持一致：
+
+- Health: `http://127.0.0.1:8001/health`
+- Panel: `http://127.0.0.1:8001/`
+
+启动成功后会自动打开 Web 面板；如需关闭自动弹出，设置 `CONTROLLER_NO_BROWSER=1`。
+
+## 配置
+
+复制 `.env.example` 为 `.env` 后可调整：
+
+- `CONTROLLER_HOST`: 默认 `0.0.0.0`
+- `CONTROLLER_PORT`: 默认 `8001`
+- `CONTROLLER_PUBLIC_BASE_URL`: 被控端访问主控的 URL
+- `CONTROLLER_DEPLOYMENT_MODE`: 主控部署形态标识，默认 `script`
+- `CONTROLLER_DATABASE`: SQLite 数据库路径
+- `AGENT_STALE_AFTER_SECONDS`: 被控端超过该秒数无心跳后显示为 `offline`，默认 `5`
+- `CONTROLLER_NO_BROWSER`: 设为 `1` 时不自动打开浏览器
+
+## 已完成的 P0-01 验收点
+
+- 启动时读取 `.env`
+- 启动前检查数据库、端口、静态面板文件
+- `/health` 返回健康状态和部署形态
+- `/` 可访问静态面板
+- 提供被控端注册、心跳、领任务 API

SystemTest-Controller/app/__init__.py

@@ -0,0 +1,3 @@
+"""System test controller package."""
+
+__version__ = "0.1.0"

SystemTest-Controller/app/__main__.py

@@ -0,0 +1,5 @@
+from .server import main
+
+
+if __name__ == "__main__":
+    main()

SystemTest-Controller/app/config.py

@@ -0,0 +1,89 @@
+from __future__ import annotations
+
+import os
+from dataclasses import dataclass
+from pathlib import Path
+
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+
+
+def _load_env_file(path: Path) -> dict[str, str]:
+    values: dict[str, str] = {}
+    if not path.exists():
+        return values
+
+    for raw_line in path.read_text(encoding="utf-8").splitlines():
+        line = raw_line.strip()
+        if not line or line.startswith("#") or "=" not in line:
+            continue
+        key, value = line.split("=", 1)
+        key = key.strip()
+        value = value.strip().strip('"').strip("'")
+        if key:
+            values[key] = value
+    return values
+
+
+def _get_env(name: str, default: str, file_values: dict[str, str]) -> str:
+    return os.environ.get(name, file_values.get(name, default))
+
+
+def _as_int(value: str, default: int) -> int:
+    try:
+        return int(value)
+    except (TypeError, ValueError):
+        return default
+
+
+def _resolve_path(value: str) -> Path:
+    path = Path(value)
+    if path.is_absolute():
+        return path
+    return ROOT_DIR / path
+
+
+@dataclass(frozen=True)
+class ControllerConfig:
+    root_dir: Path
+    host: str
+    port: int
+    database_path: Path
+    static_dir: Path
+    controller_name: str
+    deployment_mode: str
+    public_base_url: str
+    agent_stale_after_seconds: int
+
+    @classmethod
+    def from_env(cls) -> "ControllerConfig":
+        file_values = _load_env_file(ROOT_DIR / ".env")
+        port = _as_int(_get_env("CONTROLLER_PORT", "8001", file_values), 8001)
+        host = _get_env("CONTROLLER_HOST", "0.0.0.0", file_values)
+        public_base_url = _get_env(
+            "CONTROLLER_PUBLIC_BASE_URL",
+            f"http://127.0.0.1:{port}",
+            file_values,
+        ).rstrip("/")
+        stale_after = _as_int(
+            _get_env("AGENT_STALE_AFTER_SECONDS", "5", file_values),
+            5,
+        )
+
+        return cls(
+            root_dir=ROOT_DIR,
+            host=host,
+            port=port,
+            database_path=_resolve_path(
+                _get_env("CONTROLLER_DATABASE", "data/controller.db", file_values)
+            ),
+            static_dir=_resolve_path(_get_env("CONTROLLER_STATIC_DIR", "web", file_values)),
+            controller_name=_get_env(
+                "CONTROLLER_NAME",
+                "System Test Controller",
+                file_values,
+            ),
+            deployment_mode=_get_env("CONTROLLER_DEPLOYMENT_MODE", "script", file_values),
+            public_base_url=public_base_url,
+            agent_stale_after_seconds=stale_after,
+        )

SystemTest-Controller/start_controller.bat

@@ -0,0 +1,21 @@
+@echo off
+setlocal
+cd /d "%~dp0"
+if defined PYTHON_EXE (
+  if exist "%PYTHON_EXE%" (
+    "%PYTHON_EXE%" -m app
+    goto :end
+  )
+)
+
+set "CODEX_PYTHON=%USERPROFILE%\.cache\codex-runtimes\codex-primary-runtime\dependencies\python\python.exe"
+if exist "%CODEX_PYTHON%" (
+  "%CODEX_PYTHON%" -m app
+  goto :end
+)
+
+python -m app
+if errorlevel 1 py -3 -m app
+
+:end
+endlocal

SystemTest-Controller/start_controller.ps1

@@ -0,0 +1,53 @@
+param(
+    [string]$HostName,
+    [int]$Port = 0
+)
+
+$ErrorActionPreference = "Stop"
+Set-Location -LiteralPath $PSScriptRoot
+
+if ($HostName) {
+    $env:CONTROLLER_HOST = $HostName
+}
+if ($Port -gt 0) {
+    $env:CONTROLLER_PORT = [string]$Port
+    if (-not $env:CONTROLLER_PUBLIC_BASE_URL) {
+        $env:CONTROLLER_PUBLIC_BASE_URL = "http://127.0.0.1:$Port"
+    }
+}
+
+$pythonExe = $null
+$pythonArgs = @()
+
+if ($env:PYTHON_EXE -and (Test-Path -LiteralPath $env:PYTHON_EXE)) {
+    $pythonExe = $env:PYTHON_EXE
+}
+
+if (-not $pythonExe) {
+    $bundledPython = Join-Path $env:USERPROFILE '.cache\codex-runtimes\codex-primary-runtime\dependencies\python\python.exe'
+    if (Test-Path -LiteralPath $bundledPython) {
+        $pythonExe = $bundledPython
+    }
+}
+
+if (-not $pythonExe) {
+    $pythonCommand = Get-Command python -ErrorAction SilentlyContinue
+    if ($pythonCommand) {
+        $pythonExe = $pythonCommand.Source
+    }
+}
+
+if (-not $pythonExe) {
+    $pythonCommand = Get-Command py -ErrorAction SilentlyContinue
+    if ($pythonCommand) {
+        $pythonExe = $pythonCommand.Source
+        $pythonArgs = @('-3')
+    }
+}
+
+if (-not $pythonExe) {
+    throw "Python 3 was not found. Install Python 3, set PYTHON_EXE, or add Python to PATH."
+}
+
+& $pythonExe @pythonArgs -m app
+exit $LASTEXITCODE

SystemTest-Controller/web/index.html

@@ -0,0 +1,79 @@
+<!doctype html>
+<html lang="zh-CN">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <title>系统测试 Agent 主控台</title>
+    <link rel="stylesheet" href="/static/styles.css" />
+  </head>
+  <body>
+    <svg class="icon-sprite" aria-hidden="true">
+      <symbol id="i-activity" viewBox="0 0 24 24"><path d="M22 12h-4l-3 8-6-16-3 8H2" /></symbol>
+      <symbol id="i-bar" viewBox="0 0 24 24"><path d="M3 3v18h18" /><path d="M7 16V9" /><path d="M12 16V5" /><path d="M17 16v-3" /></symbol>
+      <symbol id="i-check" viewBox="0 0 24 24"><path d="m20 6-11 11-5-5" /></symbol>
+      <symbol id="i-download" viewBox="0 0 24 24"><path d="M12 3v12" /><path d="m7 10 5 5 5-5" /><path d="M5 21h14" /></symbol>
+      <symbol id="i-file" viewBox="0 0 24 24"><path d="M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8z" /><path d="M14 2v6h6" /></symbol>
+      <symbol id="i-monitor" viewBox="0 0 24 24"><path d="M3 5h18v12H3z" /><path d="M8 21h8" /><path d="M12 17v4" /></symbol>
+      <symbol id="i-play" viewBox="0 0 24 24"><path d="m8 5 11 7-11 7z" /></symbol>
+      <symbol id="i-refresh" viewBox="0 0 24 24"><path d="M21 12a9 9 0 0 1-15.5 6.2" /><path d="M3 12A9 9 0 0 1 18.5 5.8" /><path d="M3 18v-5h5" /><path d="M21 6v5h-5" /></symbol>
+      <symbol id="i-save" viewBox="0 0 24 24"><path d="M19 21H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h11l5 5v11a2 2 0 0 1-2 2z" /><path d="M17 21v-8H7v8" /><path d="M7 3v5h8" /></symbol>
+      <symbol id="i-settings" viewBox="0 0 24 24"><path d="M12 15.5A3.5 3.5 0 1 0 12 8a3.5 3.5 0 0 0 0 7.5z" /><path d="M19.4 15a1.7 1.7 0 0 0 .3 1.9l.1.1a2 2 0 0 1-2.8 2.8l-.1-.1a1.7 1.7 0 0 0-1.9-.3 1.7 1.7 0 0 0-1 1.6V21a2 2 0 0 1-4 0v-.1a1.7 1.7 0 0 0-1-1.6 1.7 1.7 0 0 0-1.9.3l-.1.1A2 2 0 0 1 4.2 17l.1-.1a1.7 1.7 0 0 0 .3-1.9 1.7 1.7 0 0 0-1.6-1H3a2 2 0 0 1 0-4h.1a1.7 1.7 0 0 0 1.6-1 1.7 1.7 0 0 0-.3-1.9l-.1-.1A2 2 0 0 1 7 4.2l.1.1a1.7 1.7 0 0 0 1.9.3 1.7 1.7 0 0 0 1-1.6V3a2 2 0 0 1 4 0v.1a1.7 1.7 0 0 0 1 1.6 1.7 1.7 0 0 0 1.9-.3l.1-.1A2 2 0 0 1 19.8 7l-.1.1a1.7 1.7 0 0 0-.3 1.9 1.7 1.7 0 0 0 1.6 1h.1a2 2 0 0 1 0 4H21a1.7 1.7 0 0 0-1.6 1z" /></symbol>
+      <symbol id="i-square" viewBox="0 0 24 24"><path d="M6 6h12v12H6z" /></symbol>
+      <symbol id="i-upload" viewBox="0 0 24 24"><path d="M12 21V9" /><path d="m7 14 5-5 5 5" /><path d="M5 3h14" /></symbol>
+      <symbol id="i-users" viewBox="0 0 24 24"><path d="M16 21v-2a4 4 0 0 0-4-4H6a4 4 0 0 0-4 4v2" /><circle cx="9" cy="7" r="4" /><path d="M22 21v-2a4 4 0 0 0-3-3.8" /><path d="M16 3.1a4 4 0 0 1 0 7.8" /></symbol>
+      <symbol id="i-wrench" viewBox="0 0 24 24"><path d="M14.7 6.3a5 5 0 0 0-6.4 6.4L3 18l3 3 5.3-5.3a5 5 0 0 0 6.4-6.4L14 13l-3-3z" /></symbol>
+      <symbol id="i-x" viewBox="0 0 24 24"><path d="M18 6 6 18" /><path d="m6 6 12 12" /></symbol>
+    </svg>
+
+    <div class="app-shell">
+      <aside class="sidebar">
+        <div class="brand">
+          <span class="brand-mark">ST</span>
+          <div>
+            <strong>系统测试 Agent</strong>
+            <span>Controller</span>
+          </div>
+        </div>
+        <nav class="nav" aria-label="主控导航">
+          <button class="nav-item is-active" type="button" data-section="overview"><svg><use href="#i-activity"></use></svg><span>总览</span></button>
+          <button class="nav-item" type="button" data-section="plans"><svg><use href="#i-file"></use></svg><span>系统测试</span></button>
+          <button class="nav-item" type="button" data-section="console"><svg><use href="#i-play"></use></svg><span>运行控制台</span></button>
+          <button class="nav-item" type="button" data-section="devices"><svg><use href="#i-monitor"></use></svg><span>设备监控</span></button>
+          <button class="nav-item" type="button" data-section="models"><svg><use href="#i-settings"></use></svg><span>模型配置</span></button>
+          <button class="nav-item" type="button" data-section="tools"><svg><use href="#i-wrench"></use></svg><span>Tool 配置</span></button>
+          <button class="nav-item" type="button" data-section="metrics"><svg><use href="#i-bar"></use></svg><span>指标看板</span></button>
+          <button class="nav-item" type="button" data-section="reports"><svg><use href="#i-download"></use></svg><span>报告中心</span></button>
+        </nav>
+      </aside>
+
+      <div class="main-shell">
+        <header class="topbar">
+          <div>
+            <h1 id="sectionTitle">总览</h1>
+            <p id="serviceMeta">Loading...</p>
+          </div>
+          <div class="top-actions">
+            <span class="status-pill" id="healthPill">checking</span>
+            <button class="icon-button" id="refreshButton" type="button" title="刷新">
+              <svg><use href="#i-refresh"></use></svg>
+            </button>
+          </div>
+        </header>
+
+        <main class="workspace">
+          <section class="view is-active" id="view-overview"></section>
+          <section class="view" id="view-plans"></section>
+          <section class="view" id="view-console"></section>
+          <section class="view" id="view-devices"></section>
+          <section class="view" id="view-models"></section>
+          <section class="view" id="view-tools"></section>
+          <section class="view" id="view-metrics"></section>
+          <section class="view" id="view-reports"></section>
+        </main>
+      </div>
+    </div>
+
+    <div class="toast" id="toast" hidden></div>
+    <script src="/static/app.js"></script>
+  </body>
+</html>

SystemTest-Controller/web/styles.css

@@ -0,0 +1,997 @@
+:root {
+  color-scheme: light;
+  font-family: "Segoe UI", "Microsoft YaHei", Arial, sans-serif;
+  background: #f4f6f8;
+  color: #172033;
+  --surface: #ffffff;
+  --surface-alt: #f8fafc;
+  --line: #d9e2ec;
+  --line-soft: #e8eef5;
+  --text: #172033;
+  --muted: #607086;
+  --accent: #2563eb;
+  --accent-dark: #1d4ed8;
+  --green: #12805c;
+  --green-bg: #e9f7f1;
+  --amber: #a15c00;
+  --amber-bg: #fff4df;
+  --red: #b42318;
+  --red-bg: #fff1f0;
+  --violet: #6d4aff;
+  --shadow: 0 1px 2px rgba(15, 23, 42, 0.06);
+}
+
+* {
+  box-sizing: border-box;
+}
+
+body {
+  margin: 0;
+  min-width: 320px;
+  background: var(--surface-alt);
+}
+
+button,
+input,
+select,
+textarea {
+  font: inherit;
+}
+
+button {
+  cursor: pointer;
+}
+
+.icon-sprite {
+  display: none;
+}
+
+svg {
+  width: 18px;
+  height: 18px;
+  fill: none;
+  stroke: currentColor;
+  stroke-width: 2;
+  stroke-linecap: round;
+  stroke-linejoin: round;
+}
+
+.app-shell {
+  min-height: 100vh;
+  display: grid;
+  grid-template-columns: 232px minmax(0, 1fr);
+}
+
+.sidebar {
+  background: #111827;
+  color: #f9fafb;
+  padding: 18px 14px;
+  position: sticky;
+  top: 0;
+  height: 100vh;
+}
+
+.brand {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  height: 48px;
+  margin-bottom: 16px;
+}
+
+.brand-mark {
+  width: 36px;
+  height: 36px;
+  display: grid;
+  place-items: center;
+  border: 1px solid #4b5563;
+  border-radius: 8px;
+  background: #1f2937;
+  font-size: 13px;
+  font-weight: 700;
+}
+
+.brand strong,
+.brand span {
+  display: block;
+}
+
+.brand span {
+  color: #aab4c3;
+  font-size: 12px;
+  margin-top: 2px;
+}
+
+.nav {
+  display: grid;
+  gap: 4px;
+}
+
+.nav-item {
+  height: 38px;
+  width: 100%;
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  border: 0;
+  border-radius: 6px;
+  color: #cbd5e1;
+  background: transparent;
+  padding: 0 10px;
+  text-align: left;
+}
+
+.nav-item:hover {
+  background: #1f2937;
+  color: #ffffff;
+}
+
+.nav-item.is-active {
+  background: #e5edff;
+  color: #17356f;
+}
+
+.main-shell {
+  min-width: 0;
+}
+
+.topbar {
+  min-height: 72px;
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 16px;
+  padding: 16px 24px;
+  background: var(--surface);
+  border-bottom: 1px solid var(--line);
+  position: sticky;
+  top: 0;
+  z-index: 3;
+}
+
+h1,
+h2,
+h3,
+p {
+  margin: 0;
+}
+
+h1 {
+  font-size: 22px;
+  line-height: 1.2;
+  font-weight: 650;
+}
+
+h2 {
+  font-size: 17px;
+  line-height: 1.3;
+}
+
+h3 {
+  font-size: 14px;
+  line-height: 1.3;
+}
+
+#serviceMeta {
+  margin-top: 5px;
+  color: var(--muted);
+  font-size: 13px;
+}
+
+.top-actions {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+
+.workspace {
+  padding: 18px 20px 28px;
+}
+
+.view {
+  display: none;
+}
+
+.view.is-active {
+  display: block;
+}
+
+.view-grid {
+  display: grid;
+  gap: 14px;
+}
+
+.view-grid > *,
+.kpi,
+.surface {
+  min-width: 0;
+}
+
+.two-col {
+  grid-template-columns: minmax(360px, 0.95fr) minmax(420px, 1.3fr);
+}
+
+.three-col {
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+}
+
+.surface {
+  background: var(--surface);
+  border: 1px solid var(--line);
+  border-radius: 8px;
+  box-shadow: var(--shadow);
+}
+
+.surface-header {
+  min-height: 52px;
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 12px;
+  padding: 14px 16px;
+  border-bottom: 1px solid var(--line-soft);
+}
+
+.surface-body {
+  padding: 14px 16px 16px;
+}
+
+.toolbar {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  gap: 8px;
+}
+
+.button,
+.icon-button {
+  height: 34px;
+  border: 1px solid #b8c5d6;
+  border-radius: 6px;
+  background: #ffffff;
+  color: #25344a;
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  gap: 7px;
+  padding: 0 12px;
+}
+
+.button.primary {
+  background: var(--accent);
+  border-color: var(--accent);
+  color: #ffffff;
+}
+
+.button.primary:hover {
+  background: var(--accent-dark);
+}
+
+.button.danger {
+  border-color: #f1b6b0;
+  color: var(--red);
+  background: #fffafa;
+}
+
+.button:disabled,
+.icon-button:disabled {
+  cursor: not-allowed;
+  opacity: 0.55;
+}
+
+.icon-button {
+  width: 34px;
+  padding: 0;
+}
+
+.status-pill,
+.badge {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  min-height: 26px;
+  padding: 3px 9px;
+  border: 1px solid #c8d2df;
+  border-radius: 999px;
+  color: #42526a;
+  background: #f8fafc;
+  font-size: 12px;
+  font-weight: 650;
+  white-space: nowrap;
+}
+
+.status-pill.ok,
+.badge.ok {
+  border-color: #9bd7bd;
+  background: var(--green-bg);
+  color: var(--green);
+}
+
+.status-pill.fail,
+.badge.fail {
+  border-color: #f1b6b0;
+  background: var(--red-bg);
+  color: var(--red);
+}
+
+.badge.warn {
+  border-color: #f2cf92;
+  background: var(--amber-bg);
+  color: var(--amber);
+}
+
+.badge.info {
+  border-color: #bfd2ff;
+  background: #eef4ff;
+  color: #174a9c;
+}
+
+.kpi-grid {
+  display: grid;
+  grid-template-columns: repeat(4, minmax(0, 1fr));
+  gap: 12px;
+}
+
+.kpi {
+  min-height: 94px;
+  padding: 14px;
+  background: var(--surface);
+  border: 1px solid var(--line);
+  border-radius: 8px;
+}
+
+.kpi label {
+  display: block;
+  color: var(--muted);
+  font-size: 12px;
+}
+
+.kpi strong {
+  display: block;
+  margin-top: 8px;
+  color: var(--text);
+  font-size: 26px;
+  line-height: 1;
+}
+
+.kpi span {
+  display: block;
+  margin-top: 8px;
+  color: var(--muted);
+  font-size: 12px;
+}
+
+.field-grid {
+  display: grid;
+  grid-template-columns: repeat(2, minmax(0, 1fr));
+  gap: 12px;
+}
+
+.field-grid.full,
+.field.full {
+  grid-column: 1 / -1;
+}
+
+.field label {
+  display: block;
+  margin-bottom: 6px;
+  color: #40516a;
+  font-size: 12px;
+  font-weight: 650;
+}
+
+.checkbox-field {
+  display: flex;
+  align-items: end;
+  min-height: 60px;
+}
+
+.checkbox-field label {
+  display: inline-flex;
+  align-items: center;
+  gap: 8px;
+  margin: 0;
+  color: #25344a;
+  font-size: 13px;
+}
+
+.checkbox-field input {
+  width: 16px;
+  height: 16px;
+}
+
+input,
+select,
+textarea {
+  width: 100%;
+  border: 1px solid #bfccdc;
+  border-radius: 6px;
+  background: #ffffff;
+  color: var(--text);
+}
+
+input[type="checkbox"] {
+  width: 16px;
+  height: 16px;
+  margin: 0 4px 0 0;
+}
+
+input,
+select {
+  height: 34px;
+  padding: 0 10px;
+}
+
+textarea {
+  min-height: 170px;
+  padding: 10px;
+  resize: vertical;
+  line-height: 1.45;
+  font-family: Consolas, "Cascadia Mono", monospace;
+  font-size: 13px;
+}
+
+.table-wrap {
+  overflow-x: auto;
+}
+
+table {
+  width: 100%;
+  min-width: 820px;
+  border-collapse: collapse;
+}
+
+.compact-table table {
+  min-width: 560px;
+}
+
+th,
+td {
+  padding: 10px;
+  text-align: left;
+  border-bottom: 1px solid var(--line-soft);
+  font-size: 13px;
+  vertical-align: middle;
+}
+
+th {
+  color: #5b6a7f;
+  background: #f8fafc;
+  font-size: 11px;
+  text-transform: uppercase;
+  letter-spacing: 0;
+}
+
+td.actions {
+  min-width: 210px;
+}
+
+.mono {
+  font-family: Consolas, "Cascadia Mono", monospace;
+}
+
+.muted {
+  color: var(--muted);
+}
+
+.empty {
+  color: var(--muted);
+  text-align: center;
+  padding: 26px 10px;
+}
+
+.empty-cell {
+  color: var(--muted);
+  text-align: center;
+  padding: 22px 10px;
+}
+
+.form-hint {
+  margin-top: 8px;
+  color: var(--muted);
+  font-size: 12px;
+  line-height: 1.5;
+}
+
+.device-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fill, minmax(260px, 1fr));
+  gap: 12px;
+}
+
+.device-card {
+  border: 1px solid var(--line);
+  border-radius: 8px;
+  background: #ffffff;
+  padding: 12px;
+}
+
+.device-card header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  gap: 10px;
+  margin-bottom: 10px;
+}
+
+.device-card strong {
+  display: block;
+  font-size: 14px;
+}
+
+.kv {
+  display: grid;
+  grid-template-columns: 112px minmax(0, 1fr);
+  gap: 6px 10px;
+  font-size: 13px;
+}
+
+.kv dt {
+  color: var(--muted);
+}
+
+.kv dd {
+  margin: 0;
+  overflow-wrap: anywhere;
+}
+
+.progress-bar {
+  height: 8px;
+  border-radius: 999px;
+  background: #e6edf5;
+  overflow: hidden;
+}
+
+.progress-bar span {
+  display: block;
+  height: 100%;
+  width: 0;
+  background: var(--accent);
+}
+
+.metric-list {
+  display: grid;
+  gap: 12px;
+}
+
+.metric-row {
+  display: grid;
+  grid-template-columns: 180px minmax(0, 1fr) 72px;
+  gap: 12px;
+  align-items: center;
+  font-size: 13px;
+}
+
+.toast {
+  position: fixed;
+  right: 18px;
+  bottom: 18px;
+  max-width: min(420px, calc(100vw - 36px));
+  background: #111827;
+  color: #ffffff;
+  border-radius: 8px;
+  padding: 12px 14px;
+  box-shadow: 0 10px 24px rgba(15, 23, 42, 0.22);
+  z-index: 20;
+}
+
+.split-actions {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+  align-items: center;
+}
+
+.mini-select {
+  max-width: 150px;
+}
+
+.button.small {
+  height: 30px;
+  padding: 0 10px;
+  font-size: 12px;
+}
+
+.site-scan-panel {
+  padding: 12px 0 4px;
+  border-top: 1px solid var(--line-soft);
+}
+
+.site-scan-fields {
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) minmax(0, 1fr) auto;
+  gap: 12px;
+  align-items: end;
+}
+
+.site-scan-panel .field {
+  min-width: 0;
+}
+
+.site-scan-action {
+  display: flex;
+  align-items: end;
+}
+
+.site-scan-empty {
+  min-height: 36px;
+  margin-top: 10px;
+  padding: 9px 10px;
+  border: 1px dashed #c9d7ea;
+  border-radius: 6px;
+  color: var(--muted);
+  background: #ffffff;
+  font-size: 13px;
+}
+
+.site-scan-empty.fail {
+  border-color: #f2bbb5;
+  color: var(--red);
+  background: var(--red-bg);
+}
+
+.site-scan-summary {
+  margin-top: 10px;
+  color: #40516a;
+  font-size: 13px;
+}
+
+.site-result-list {
+  display: grid;
+  gap: 8px;
+  margin-top: 8px;
+}
+
+.site-result-row {
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) auto;
+  gap: 10px;
+  align-items: center;
+  padding: 10px;
+  border: 1px solid var(--line-soft);
+  border-radius: 6px;
+  background: #ffffff;
+}
+
+.site-result-main {
+  display: grid;
+  min-width: 0;
+  gap: 4px;
+}
+
+.site-result-main strong,
+.site-url,
+.site-meta {
+  overflow-wrap: anywhere;
+}
+
+.site-url {
+  color: #174a9c;
+  font-size: 12px;
+}
+
+.site-meta {
+  color: var(--muted);
+  font-size: 12px;
+}
+
+.discovery-fields {
+  display: grid;
+  grid-template-columns: minmax(0, 1.5fr) minmax(220px, 0.7fr);
+  gap: 12px;
+}
+
+.discovery-empty {
+  min-height: 42px;
+  margin-top: 12px;
+  padding: 10px 12px;
+  border: 1px dashed #c9d7ea;
+  border-radius: 6px;
+  color: var(--muted);
+  background: #ffffff;
+  font-size: 13px;
+}
+
+.discovery-empty.fail {
+  border-color: #f2bbb5;
+  color: var(--red);
+  background: var(--red-bg);
+}
+
+.discovery-summary {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 10px;
+  align-items: center;
+  margin-top: 12px;
+  color: #40516a;
+  font-size: 13px;
+}
+
+.discovery-tree {
+  display: grid;
+  gap: 8px;
+  margin-top: 10px;
+}
+
+.discovery-row {
+  display: grid;
+  grid-template-columns: 20px minmax(0, 1fr);
+  gap: 10px;
+  align-items: start;
+  padding: 10px;
+  padding-left: calc(10px + (var(--depth, 0) * 22px));
+  border: 1px solid var(--line-soft);
+  border-radius: 6px;
+  background: #ffffff;
+}
+
+.discovery-row input {
+  margin-top: 3px;
+}
+
+.discovery-main {
+  display: grid;
+  min-width: 0;
+  gap: 4px;
+}
+
+.discovery-main strong,
+.discovery-main span {
+  overflow-wrap: anywhere;
+}
+
+.discovery-main > span:not(.site-url) {
+  color: #40516a;
+  font-size: 13px;
+}
+
+.discovery-meta {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 6px;
+  align-items: center;
+  color: var(--muted);
+  font-size: 12px;
+}
+
+.discovery-note {
+  color: var(--amber);
+}
+
+.system-test-status {
+  display: flex;
+  flex-wrap: wrap;
+  align-items: center;
+  gap: 8px;
+  min-height: 34px;
+  padding: 8px 10px;
+  border: 1px solid var(--line-soft);
+  border-radius: 6px;
+  background: #ffffff;
+  color: #40516a;
+  font-size: 13px;
+}
+
+.task-meta {
+  display: block;
+  margin-top: 4px;
+  color: var(--muted);
+  font-size: 12px;
+}
+
+.task-detail-panel {
+  grid-column: 1 / -1;
+}
+
+.task-detail {
+  display: grid;
+  gap: 14px;
+}
+
+.task-detail-title {
+  display: grid;
+  gap: 4px;
+}
+
+.task-detail h3 {
+  margin: 0 0 8px;
+  color: #1f2d42;
+  font-size: 14px;
+}
+
+.task-detail-grid {
+  display: grid;
+  grid-template-columns: repeat(2, minmax(0, 1fr));
+  gap: 12px;
+}
+
+.detail-list {
+  display: grid;
+  gap: 6px;
+  margin: 0;
+  padding: 0;
+  list-style: none;
+  color: #40516a;
+  font-size: 13px;
+}
+
+.detail-list li {
+  display: grid;
+  gap: 3px;
+  min-width: 0;
+  padding: 7px 8px;
+  border: 1px solid var(--line-soft);
+  border-radius: 6px;
+  background: #ffffff;
+  overflow-wrap: anywhere;
+}
+
+.detail-list.logs li {
+  font-family: Consolas, "Cascadia Mono", monospace;
+  font-size: 12px;
+}
+
+.test-result {
+  display: grid;
+  grid-template-columns: 38px minmax(0, 1fr);
+  gap: 12px;
+  padding: 14px;
+  border: 1px solid var(--line);
+  border-radius: 8px;
+  background: #f8fafc;
+}
+
+.test-result.ok {
+  border-color: #a9dec7;
+  background: var(--green-bg);
+}
+
+.test-result.fail {
+  border-color: #f2bbb5;
+  background: var(--red-bg);
+}
+
+.test-result.neutral {
+  border-color: #c9d7ea;
+  background: #f5f8fd;
+}
+
+.test-result-icon {
+  width: 34px;
+  height: 34px;
+  display: grid;
+  place-items: center;
+  border-radius: 50%;
+  background: #ffffff;
+  border: 1px solid currentColor;
+  color: var(--accent);
+}
+
+.test-result.ok .test-result-icon {
+  color: var(--green);
+}
+
+.test-result.fail .test-result-icon {
+  color: var(--red);
+}
+
+.test-result p {
+  margin-top: 4px;
+  color: #40516a;
+  line-height: 1.5;
+}
+
+.compact-kv {
+  margin: 12px 0;
+  grid-template-columns: 72px minmax(0, 1fr);
+}
+
+.subheading {
+  margin-top: 10px;
+}
+
+.model-chip-list {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 6px;
+  margin-top: 8px;
+}
+
+.model-chip {
+  display: inline-flex;
+  align-items: center;
+  max-width: 100%;
+  min-height: 26px;
+  padding: 3px 8px;
+  border-radius: 999px;
+  border: 1px solid #bdd0ea;
+  background: #ffffff;
+  color: #243650;
+  font-size: 12px;
+  overflow-wrap: anywhere;
+}
+
+.hint-list {
+  margin: 10px 0 0;
+  padding-left: 18px;
+  color: #40516a;
+  font-size: 13px;
+  line-height: 1.55;
+}
+
+.json-preview {
+  max-height: 280px;
+  overflow: auto;
+  padding: 12px;
+  border: 1px solid var(--line);
+  border-radius: 6px;
+  background: #0f172a;
+  color: #d7e2f2;
+  font-family: Consolas, "Cascadia Mono", monospace;
+  font-size: 12px;
+  line-height: 1.45;
+}
+
+@media (max-width: 1060px) {
+  .app-shell {
+    grid-template-columns: 1fr;
+  }
+
+  .sidebar {
+    position: static;
+    height: auto;
+    padding-bottom: 10px;
+  }
+
+  .nav {
+    grid-template-columns: repeat(4, minmax(0, 1fr));
+  }
+
+  .nav-item {
+    justify-content: center;
+  }
+
+  .two-col,
+  .three-col,
+  .kpi-grid,
+  .field-grid,
+  .discovery-fields,
+  .site-scan-fields,
+  .site-result-row,
+  .task-detail-grid {
+    grid-template-columns: 1fr;
+  }
+
+  .site-scan-action .button,
+  .site-result-row .button {
+    width: 100%;
+  }
+}
+
+@media (max-width: 700px) {
+  .topbar {
+    align-items: flex-start;
+    flex-direction: column;
+    padding: 14px;
+  }
+
+  .workspace {
+    padding: 12px;
+  }
+
+  .nav {
+    grid-template-columns: repeat(2, minmax(0, 1fr));
+  }
+
+  .surface-header,
+  .toolbar {
+    align-items: flex-start;
+    flex-direction: column;
+  }
+
+  .metric-row {
+    grid-template-columns: 1fr;
+    gap: 6px;
+  }
+}