feat(agent,report): 会话持久化与画像注入、报告反馈与预约留资——PM/开发双Agent迭代1-3

- agent: ag_conversation/ag_message 表(迁移0007),上下文组装注入最近报告画像摘要
  (report.profile.latest_profile_summary 经 apps 层闭包注入,同层不互调),历史带最近
  AGENT_HISTORY_TURNS=10 轮;POST/GET /agent/conversations 与消息历史接口
- agent 修复:ChatRequest.conversation_id 改 str(雪花ID超2^53,JS Number丢精度);
  _build_context 挪进 reserve commit 后同一 try,异常走 refund 兜底
- report: rp_feedback(维度反馈 upsert,认同率/修正率 SQL 可算,T-P3-21 最小版——
  L1 记忆未建,不回写结论)+ rp_reservation(预约留资幂等,T-P3-22,预约率口径
  行数/full_report.card_view 去重曝光,门槛≥8%),迁移0008
- 测试:全量 606 passed;ruff/mypy/lint-imports 全绿;E2E 真实 deepseek-v4-flash 验证
  画像注入与历史携带

apps/api/routers/reports.py

@@ -17,7 +17,11 @@ from fastapi.responses import FileResponse
 
 from apps.api.deps import BudgetGuardDep, CurrentUserId, SessionDep, SettingsDep
 from packages.report.export_service import ReportExportService
+from packages.report.feedback_service import FeedbackService
 from packages.report.schemas import (
+    FeedbackCreateRequest,
+    FeedbackItem,
+    FeedbackUpsertResponse,
     ReportCreateRequest,
     ReportExportRequest,
     ReportExportResponse,
@@ -88,6 +92,59 @@ def report_export_service_dep(
 ReportExportServiceDep = Annotated[ReportExportService, Depends(report_export_service_dep)]
 
 
+def feedback_service_dep(session: SessionDep) -> FeedbackService:
+    return FeedbackService(session)
+
+
+FeedbackServiceDep = Annotated[FeedbackService, Depends(feedback_service_dep)]
+
+
+@router.post(
+    "/{report_id}/feedback",
+    summary="报告维度结论反馈（T-P3-21：同维度重复 = 覆盖更新，upsert 语义）",
+)
+async def upsert_report_feedback(
+    report_id: int,
+    payload: FeedbackCreateRequest,
+    user_id: CurrentUserId,
+    service: FeedbackServiceDep,
+) -> dict[str, object]:
+    upsert = await service.upsert_feedback(
+        user_id=user_id,
+        report_id=report_id,
+        dimension_key=payload.dimension_key,
+        verdict=payload.verdict,
+        correction=payload.correction,
+    )
+    return ok(
+        FeedbackUpsertResponse(
+            dimension_key=upsert.feedback.dimension_key,
+            verdict=upsert.feedback.verdict,
+            updated=upsert.updated,
+        ).model_dump()
+    )
+
+
+@router.get("/{report_id}/feedback", summary="报告已提交的维度反馈列表（归属校验）")
+async def list_report_feedback(
+    report_id: int,
+    user_id: CurrentUserId,
+    service: FeedbackServiceDep,
+) -> dict[str, object]:
+    rows = await service.list_feedback(user_id=user_id, report_id=report_id)
+    return ok(
+        [
+            FeedbackItem(
+                dimension_key=row.dimension_key,
+                verdict=row.verdict,
+                correction=row.correction,
+                created_at=row.created_at,
+            ).model_dump()
+            for row in rows
+        ]
+    )
+
+
 @router.post("", summary="生成第一份美学报告（终身一次，走 report_basic 配额）")
 async def create_report(
     payload: ReportCreateRequest,