fix: complete supervisor review coverage and execution workflow

Replace truncated review input with paged, resumable batches and retain extracted facts and source references through navigation summaries. Expose concurrency, timeouts, batch budgets and response capacity in supervisor settings.

Separate automatic supervision from review results, activity and settings; use a standard plan modal and show execution stages with saved batch details. Fix historical entity identity mapping, navigation output validation and arbitrary summary length failures.

Include focused regressions, isolated real-data validation scripts and updated design and verification records. Overall layout acceptance remains outstanding; this commit does not claim that all visual issues are resolved.

Release note: 监督回顾支持完整分页、分批保存和暂停后继续，可配置并发、超时及响应容量；修复实体引用、汇总校验和长摘要报错，并重新组织自动监督与活动记录入口。

FEATURES.md

@@ -737,8 +737,8 @@ records are listed separately and do not introduce another feature status.
   task approvals remain actionable in their task cards.
 - [x] **Memory and Smart Heartbeat**: Provides periodic review, suggested
   memories, insights, follow-up tasks, and auditable run history.
-- [x] **Automatic supervision settings and scope**: Supervisor / Settings is
-  the sole authoritative full-configuration entry. Daily or weekly plans can be
+- [x] **Automatic supervision settings and scope**: Supervisor / Automatic supervision is
+  the sole authoritative plan configuration, automatic report, and suggestion entry. Daily or weekly plans can be
   created and edited for Global or one or more selected Projects. Legacy
   single-project settings migrate without loss, and project-level memory and
   action output must explicitly target a Project in scope. Task Center and
@@ -746,7 +746,7 @@ records are listed separately and do not introduce another feature status.
   generation, and recall triggers remain to be designed. See the
   [Smart Heartbeat PRD](./docs/features/smart-heartbeat/prd.md).
 - [x] **Supervisor reviews, story graphs, and activity**: Review a selected scope
-  and period, inspect saved result graphs and sources, confirm or revise entities,
+  and period, read dated supervision results and history in Work review, inspect saved result graphs and sources, confirm or revise entities,
   and preview local knowledge entity writes. Sidebar feedback follows or pins a
   Conversation or Task and opens its matching result. Activity combines heartbeat
   and downstream review stages, including failures and links to older results.