feat: add prompt-first batches and pausable task guidance

artemis/agents/explorer/universal_runner.py

@@ -37,6 +37,7 @@ from artemis.agents.explorer.tiers import SUBMIT_TOOL
 from artemis.agents.explorer.tool_declarations import UNIVERSAL_EXPLORER_TOOLS
 from artemis.graph.state import State
 from artemis.services.llm import get_llm
+from artemis.config.settings import settings
 from artemis.utils.logger import get_logger
 
 logger = get_logger(__name__)
@@ -120,7 +121,9 @@ class UniversalRunnerMixin:
             else:
                 current_llm = bound_llm
 
-            response = await asyncio.wait_for(current_llm.ainvoke(messages), timeout=180)
+            response = await asyncio.wait_for(
+                current_llm.ainvoke(messages), timeout=settings.OPENAI_TIMEOUT_SECONDS
+            )
             messages.append(response)
 
             tool_calls = getattr(response, "tool_calls", None) or []

artemis/agents/flash/runner.py

@@ -37,7 +37,6 @@ active window until its turn is chunked, whose user lines then carry it on.
 """
 
 import asyncio
-from artemis.config.settings import settings
 import base64
 from dataclasses import dataclass, field
 import json
@@ -45,6 +44,9 @@ from pathlib import Path
 import re
 import uuid
 
+from artemis.config.settings import settings
+from artemis.runtime.task_control import TaskControl
+
 from jinja2 import Template
 from langchain_core.messages import (
     BaseMessage,
@@ -1060,6 +1062,25 @@ class FlashRunner:
         pending_notices: list[str] = []
 
         while limit is None or turns < limit:
+            control = getattr(self.ctx, "task_control", None)
+            if isinstance(control, TaskControl):
+                resumed = await control.checkpoint(
+                    on_pause=getattr(self.ctx, "on_task_pause", None),
+                    on_resume=getattr(self.ctx, "on_task_resume", None),
+                )
+                if resumed:
+                    (
+                        shot_path,
+                        current_pre_screenshot_bytes,
+                        current_xml_list,
+                    ) = await capture_screenshot_and_parse_ui(
+                        self.ctx, state, self.controller, skip_settling=False
+                    )
+                    state.latest_screenshot = shot_path
+                    pending_notices.append(
+                        "设备在暂停期间可能被其他任务操作过。已重新观察画面；"
+                        "请根据当前状态和新指导重新判断操作，勿沿用旧坐标。"
+                    )
             turns += 1
             logger.info(f"--- Artemis Flash Turn {turns}{f'/{limit}' if limit else ''} ---")