CrossBorder AI OS

%E5%8A%A8%E4%BD%9C%E6%80%BB%E6%95%B0Total%20Actions10

%E5%BE%85%E5%AE%A1%E6%89%B9Pending%20Approval9

%E9%AB%98%E9%A3%8E%E9%99%A9High%20Risk4

%E5%B7%B2%E6%89%A7%E8%A1%8CExecuted0

%E5%8F%97%E6%8E%A7%E5%8A%A8%E4%BD%9C%E9%98%9F%E5%88%97Controlled%20Action%20Queue

%E6%A0%87%E9%A2%98Title	%E7%B1%BB%E5%9E%8BType	%E7%9B%AE%E6%A0%87Target	%E6%8F%90%E5%87%BA%E6%96%B9Proposer	%E9%A3%8E%E9%99%A9Risk	%E5%AE%A1%E6%89%B9%E7%AD%96%E7%95%A5Policy	%E7%8A%B6%E6%80%81Status	%E6%93%8D%E4%BD%9CAction
Review SHEIN inventory risks before publishing or promotion Check low stock, missing SKU mappings, and restock opportunities from the latest SHEIN inventory snapshot.	review_shein_inventory_alerts	InventoryMonitorSnapshot	SheinInventoryMonitorAgent	high	-	proposed
Review generated script before production AIP-style controlled action proposed by TaskPlannerAgent.	review_content_script	Script	TaskPlannerAgent	low	-	rejected
Review generated product script Human reviews generated short-form commerce script before publishing or production. script reviewedclaims checkednext production decision recorded	review_content_script	Script	ContentScriptAgent	low	HumanApprovalPolicy	proposed
Create optimization task from feedback Turn feedback loop learning into a concrete owner-assigned optimization task. task owner assignedpriority assignedlinked object recorded	create_optimization_task	Task	OpportunityLearningAgent	medium	AutomationRiskPolicy	proposed
Sync performance metrics Collect ad, sales, review, return, and content metrics for the feedback loop. metrics storedsource timestamp recorded	sync_metrics	Metric	MetricsCollectorAgent	low	AgentActionPermissionPolicy	proposed
Launch channel test campaign Launch a small-budget channel campaign after strategy, creative, and budget approval. campaign launchedtracking metric configured	launch_campaign	Campaign	ChannelStrategyAgent	high	HumanApprovalPolicy	proposed
Review price and offer change Price and offer changes must pass margin and floor price checks before execution. margin check passedhuman approval recorded	change_price	Offer	OfferPlanningAgent	high	PricingMarginPolicy	proposed
Publish approved creative to external channel External publishing is high risk and must remain human approved under compliance policy. published url capturedplatform recordedcampaign linkage created	publish_external	Creative	ActionPlannerAgent	high	ContentCompliancePolicy	proposed
Approve opportunity for content production Human confirms that a scored opportunity should enter brief, hook, and script generation. score reviewedevidence reviewedcontent production approved	approve_opportunity_for_content	Opportunity	OpportunityScoringAgent	medium	HumanApprovalPolicy	proposed
Enrich product profile before opportunity scoring Fill category, audience, product claims, constraints, and source evidence for a product. category completedaudience completedrisk notes completed	enrich_product_profile	Product	ProductProfileAgent	low	AgentActionPermissionPolicy	proposed