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Close 3 integration gaps between the ported Sandbox system and Agent V2: 1. Fix _invoke_tool_in_sandbox to use SandboxBashSession context manager API correctly (keyword args, bash_tool, ToolReference), with graceful fallback to direct invocation when DifyCli binary is unavailable. 2. Inject sandbox into run_context via _resolve_sandbox_context() in WorkflowBasedAppRunner — automatically creates a sandbox when a tenant has an active sandbox provider configured. 3. Register SandboxLayer in both advanced_chat and workflow app runners for proper sandbox lifecycle cleanup on graph end. Also: make SkillInitializer non-fatal when no skill bundle exists, add node_id to ExecutionContext for sandbox session scoping. Made-with: Cursor