Update agent orchestration and knowledge flow

Add sub-commander orchestration updates, align frontend integrations, and refine knowledge view behavior without including local data artifacts.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

backend/app/agents/tools/__init__.py

@@ -5,18 +5,56 @@ from app.agents.tools.search import (
 from app.agents.tools.task import get_tasks, create_task, update_task_status
 from app.agents.tools.forum import get_forum_posts, create_forum_post, scan_forum_for_instructions
 
-ALL_TOOLS = [
-    # 知识库工具
-    search_knowledge,
-    get_knowledge_graph_context,
-    build_knowledge_graph,
-    hybrid_search,
-    # 任务工具
+TASK_TOOLS = [
     get_tasks,
     create_task,
     update_task_status,
-    # 论坛工具
+]
+
+FORUM_TOOLS = [
     get_forum_posts,
     create_forum_post,
     scan_forum_for_instructions,
 ]
+
+KNOWLEDGE_RETRIEVAL_TOOLS = [
+    search_knowledge,
+    hybrid_search,
+    get_knowledge_graph_context,
+]
+
+KNOWLEDGE_GRAPH_TOOLS = [
+    get_knowledge_graph_context,
+    build_knowledge_graph,
+]
+
+ANALYST_PROGRESS_TOOLS = [
+    get_tasks,
+    get_forum_posts,
+    scan_forum_for_instructions,
+]
+
+ANALYST_INSIGHT_TOOLS = [
+    get_tasks,
+    get_forum_posts,
+    search_knowledge,
+    hybrid_search,
+]
+
+ALL_TOOLS = [
+    *KNOWLEDGE_RETRIEVAL_TOOLS,
+    build_knowledge_graph,
+    *TASK_TOOLS,
+    *FORUM_TOOLS,
+]
+
+SUB_COMMANDER_TOOLSETS = {
+    "planner_scope": [],
+    "planner_steps": [],
+    "executor_tasks": TASK_TOOLS,
+    "executor_forum": FORUM_TOOLS,
+    "librarian_retrieval": KNOWLEDGE_RETRIEVAL_TOOLS,
+    "librarian_graph": KNOWLEDGE_GRAPH_TOOLS,
+    "analyst_progress": ANALYST_PROGRESS_TOOLS,
+    "analyst_insights": ANALYST_INSIGHT_TOOLS,
+}