```

feat: 添加生命周期报告和AI规则管理功能

- 在Dockerfile中添加pillow依赖包用于图像处理
- 实现生命周期报告调度任务，支持日报和周报两种类型
- 新增TASK_RUN_LIFECYCLE任务常量和相关配置选项
- 扩展AI Agent服务以支持用户规则，并在分析时应用规则
- 添加AI用户规则创建、更新和查询接口
- 增加项目生命周期和财务需求分析技能
- 扩展现有模型以支持更完整的业务数据字段
- 实现飞书图片上传功能用于报告展示
```

app/core/background/scheduler.py

@@ -38,6 +38,7 @@ def create_scheduler(app: FastAPI | None = None) -> Any:
         enqueue_event_dispatch,
         enqueue_legacy_project_sync,
         enqueue_legacy_task_sync,
+        enqueue_lifecycle_report,
         enqueue_project_weekly_push,
     )
     from app.modules.observability.service import ObservabilityService
@@ -108,6 +109,24 @@ def create_scheduler(app: FastAPI | None = None) -> Any:
         dispatch = enqueue_legacy_task_sync(actor=ActorValue.SCHEDULER)
         _set_state(app, "last_legacy_task_sync_dispatch", dispatch)
 
+    def run_daily_lifecycle() -> None:
+        dispatch = enqueue_lifecycle_report(
+            report_type="daily",
+            receive_id=settings.feishu_default_chat_id,
+            receive_id_type=FeishuReceiveIdType.CHAT_ID,
+            actor=ActorValue.SCHEDULER,
+        )
+        _set_state(app, "last_daily_lifecycle_dispatch", dispatch)
+
+    def run_weekly_lifecycle() -> None:
+        dispatch = enqueue_lifecycle_report(
+            report_type="weekly",
+            receive_id=settings.feishu_default_chat_id,
+            receive_id_type=FeishuReceiveIdType.CHAT_ID,
+            actor=ActorValue.SCHEDULER,
+        )
+        _set_state(app, "last_weekly_lifecycle_dispatch", dispatch)
+
     def run_event_dispatch() -> None:
         dispatch = enqueue_event_dispatch(
             limit=settings.event_dispatch_batch_size,
@@ -127,23 +146,42 @@ def create_scheduler(app: FastAPI | None = None) -> Any:
         finally:
             db.close()
 
-    scheduler.add_job(
-        run_daily_brief,
-        trigger="cron",
-        hour=settings.daily_brief_cron_hour,
-        minute=settings.daily_brief_cron_minute,
-        id="daily_brief_push",
-        replace_existing=True,
-    )
-    scheduler.add_job(
-        run_project_weekly,
-        trigger="cron",
-        day_of_week=settings.weekly_project_report_day_of_week,
-        hour=settings.weekly_project_report_cron_hour,
-        minute=settings.weekly_project_report_cron_minute,
-        id="project_weekly_push",
-        replace_existing=True,
-    )
+    if settings.lifecycle_pipeline_enabled:
+        scheduler.add_job(
+            run_daily_lifecycle,
+            trigger="cron",
+            hour=settings.daily_brief_cron_hour,
+            minute=settings.daily_brief_cron_minute,
+            id="daily_lifecycle_pipeline",
+            replace_existing=True,
+        )
+        scheduler.add_job(
+            run_weekly_lifecycle,
+            trigger="cron",
+            day_of_week=settings.weekly_project_report_day_of_week,
+            hour=settings.weekly_project_report_cron_hour,
+            minute=settings.weekly_project_report_cron_minute,
+            id="weekly_lifecycle_pipeline",
+            replace_existing=True,
+        )
+    else:
+        scheduler.add_job(
+            run_daily_brief,
+            trigger="cron",
+            hour=settings.daily_brief_cron_hour,
+            minute=settings.daily_brief_cron_minute,
+            id="daily_brief_push",
+            replace_existing=True,
+        )
+        scheduler.add_job(
+            run_project_weekly,
+            trigger="cron",
+            day_of_week=settings.weekly_project_report_day_of_week,
+            hour=settings.weekly_project_report_cron_hour,
+            minute=settings.weekly_project_report_cron_minute,
+            id="project_weekly_push",
+            replace_existing=True,
+        )
     if settings.event_dispatch_enabled:
         scheduler.add_job(
             run_event_dispatch,
@@ -159,7 +197,11 @@ def create_scheduler(app: FastAPI | None = None) -> Any:
         id="scheduler_heartbeat",
         replace_existing=True,
     )
-    if settings.legacy_sync_enabled and settings.legacy_project_query:
+    if (
+        not settings.lifecycle_pipeline_enabled
+        and settings.legacy_sync_enabled
+        and settings.legacy_project_query
+    ):
         scheduler.add_job(
             run_legacy_project_sync,
             trigger="cron",
@@ -168,7 +210,11 @@ def create_scheduler(app: FastAPI | None = None) -> Any:
             id="legacy_project_sync",
             replace_existing=True,
         )
-    if settings.legacy_sync_enabled and settings.legacy_task_query:
+    if (
+        not settings.lifecycle_pipeline_enabled
+        and settings.legacy_sync_enabled
+        and settings.legacy_task_query
+    ):
         scheduler.add_job(
             run_legacy_task_sync,
             trigger="cron",

app/core/background/task_queue/__init__.py

@@ -5,10 +5,12 @@ from app.core.background.task_queue.constants import (
     TASK_PUSH_PROJECT_WEEKLY,
     TASK_SYNC_LEGACY_PROJECTS,
     TASK_SYNC_LEGACY_TASKS,
+    TASK_RUN_LIFECYCLE,
 )
 from app.core.background.task_queue.dispatcher import dispatch_task
 from app.core.background.task_queue.events import enqueue_event_dispatch
 from app.core.background.task_queue.legacy import enqueue_legacy_project_sync, enqueue_legacy_task_sync
+from app.core.background.task_queue.lifecycle import enqueue_lifecycle_report
 from app.core.background.task_queue.reports import enqueue_daily_brief_push, enqueue_project_weekly_push
 from app.core.background.task_queue.risk import enqueue_risk_event_generation
 
@@ -20,11 +22,13 @@ __all__ = [
     "TASK_PUSH_PROJECT_WEEKLY",
     "TASK_SYNC_LEGACY_PROJECTS",
     "TASK_SYNC_LEGACY_TASKS",
+    "TASK_RUN_LIFECYCLE",
     "dispatch_task",
     "enqueue_daily_brief_push",
     "enqueue_event_dispatch",
     "enqueue_legacy_project_sync",
     "enqueue_legacy_task_sync",
+    "enqueue_lifecycle_report",
     "enqueue_project_weekly_push",
     "enqueue_risk_event_generation",
 ]

app/core/background/task_queue/constants.py

@@ -4,3 +4,4 @@ TASK_GENERATE_RISK_EVENTS = "risks.generate_events"
 TASK_SYNC_LEGACY_PROJECTS = "legacy.sync_projects"
 TASK_SYNC_LEGACY_TASKS = "legacy.sync_tasks"
 TASK_DISPATCH_PENDING_EVENTS = "events.dispatch_pending"
+TASK_RUN_LIFECYCLE = "reports.run_lifecycle"

app/core/background/task_queue/lifecycle.py

@@ -0,0 +1,50 @@
+from typing import Any
+
+from app.core.background.task_queue.constants import TASK_RUN_LIFECYCLE
+from app.core.config import get_settings
+from app.core.constants import ActorValue
+from app.core.database import SessionLocal
+from app.modules.reports.lifecycle_pipeline import LifecyclePipelineService
+
+
+def enqueue_lifecycle_report(
+    report_type: str,
+    receive_id: str | None = None,
+    receive_id_type: str = "chat_id",
+    force: bool = False,
+    actor: str = ActorValue.SCHEDULER,
+) -> dict[str, Any]:
+    db = SessionLocal()
+    try:
+        service = LifecyclePipelineService(db)
+        workflow, period_key, deduplicated = service.prepare(report_type, actor, force)
+        if deduplicated:
+            return {
+                "workflow_code": workflow.code,
+                "period_key": period_key,
+                "deduplicated": True,
+                "status": workflow.status,
+            }
+        if get_settings().task_queue_enabled:
+            from app.tasks import celery_app
+
+            result = celery_app.signature(
+                TASK_RUN_LIFECYCLE,
+                kwargs={
+                    "report_type": report_type,
+                    "receive_id": receive_id,
+                    "receive_id_type": receive_id_type,
+                    "force": force,
+                    "actor": actor,
+                },
+            ).apply_async()
+            return {
+                "workflow_code": workflow.code,
+                "period_key": period_key,
+                "task_id": result.id,
+                "deduplicated": False,
+                "status": "queued",
+            }
+        return service.run(report_type, receive_id, receive_id_type, force, actor)
+    finally:
+        db.close()