Install
openclaw skills install complaint-handlerRetail complaint and after-sales handler for digital employees. Classifies complaints, generates empathetic responses, routes escalations, and manages return/exchange/refund requests according to configured policy. Use when a customer expresses dissatisfaction, reports a product issue, requests a refund or exchange, or makes a complaint. Triggers on: 投诉, 质量问题, 退款, 换货, 坏了, 破损, 不满意, 差评, want to return, product broken, request refund, poor quality, complaint, this is unacceptable, I want to speak to a manager.
openclaw skills install complaint-handlerThis skill manages negative customer interactions: complaints, quality issues, return/exchange requests, and escalations. Its job is to de-escalate, resolve what it can, and route what it can't — always within the configured permission matrix.
Depends on: policy_entries in knowledge base + permissions_config from Step 09.
Classify every incoming complaint before responding:
| Class | Trigger | Default Level | Example |
|---|---|---|---|
quality_issue | 质量/坏/破损/开线/褪色/异味 | L1 | "衣服洗了之后褪色了" |
size_fit_issue | 尺寸/不合适/太大/太小 | L0 | "买的M码穿着偏大" |
wrong_item | 发错/和描述不符/不是我要的 | L1 | "收到的颜色不对" |
refund_request | 退款/退钱/要退 | L1/L2 | "我要退款" |
exchange_request | 换货/换一个/换个码 | L1 | "能不能给我换个L码" |
service_complaint | 态度/服务/等太久 | L0 | "你们员工态度很差" |
escalation_threat | 律师/媒体/消协/曝光/投诉到 | L3 | "我要找消费者协会" |
abuse | 辱骂/人身攻击 | L3 | [profanity detected] |
Reference: classification-guide.md
Never jump to solutions without acknowledging the customer's frustration. Template: "非常抱歉给您带来不便,我完全理解您现在的感受。" Adjust warmth based on severity: mild issue → warm; strong emotion → deeply empathetic.
Ask one targeted question to understand the situation:
Look up the relevant policy from knowledge base. Apply exactly.
Reference: response-templates.md
Always escalate to L3 immediately on detection of:
On L3 trigger:
permissions_config)refund_auto_approve_limit (default: 0)