A strategic communication assistant that generates optimal refund, return, or exchange plans based on platform policies and order details.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install refund-return-strategist
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install refund-return-strategist using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Refund & Return Strategist?
The Refund & Return Strategist is a specialized AI agent tool designed to eliminate the friction and time-sink of online shopping disputes. By analyzing order specifics against common platform rules, this component of the Openclaw Skills ecosystem helps users navigate the complexities of customer service interactions with data-driven confidence.
Whether dealing with a clear policy violation or a nuanced gray area, the skill synthesizes item condition, delivery timelines, and platform-specific guidelines to produce professional, high-conversion communication plans. It bridges the gap between frustrated consumers and rigid corporate support structures by utilizing proven negotiation frameworks.
Refund & Return Strategist Use Cases
- Drafting firm claims for clear platform-policy violations where a direct demand for resolution is required.
- Handling gray-area disputes through friendly negotiation and reasonable compromise proposals.
- Preparing evidence supplements by identifying necessary photos, timestamps, or third-party proof.
- Escalating dead-end customer service interactions to platform dispute centers or chargeback processes.
How Refund & Return Strategist Works
- Input order details including the item purchased, the platform used, the nature of the issue, and arrival dates.
- The skill assesses the situation against established platform rules and taxonomies.
- A specific strategic path is selected: Firm Claim, Friendly Negotiation, Evidence Supplement, or Escalation.
- The agent generates a structured draft message optimized with the correct tone and critical evidence points for the user to send.
Refund & Return Strategist Setup
To integrate this strategist into your local environment, ensure you have the Openclaw Skills framework installed and use the following command:
openclaw install refund-return-strategist
Once installed, you can trigger the skill by providing your order metadata via the CLI or connected IDE.
Refund & Return Strategist Data Schema & Taxonomy
The skill organizes dispute data using a structured taxonomy to ensure consistency across various Openclaw Skills implementations:
| Attribute | Description | Format |
|---|---|---|
platform_id |
The ecommerce platform (e.g., Amazon, eBay) | String |
dispute_type |
The category of the issue (e.g., DAMAGED, NOT_AS_DESCRIBED) | Enum |
strategy_path |
The recommended negotiation approach | String |
evidence_list |
Required documentation for the claim | Array |
message_draft |
The final generated communication text | Markdown |
Refund & Return Strategist Advanced Features
- Multi-path logic that adjusts recommendations based on real-time platform policy updates.
- Seamless integration with productivity-tasks workflows for tracking dispute statuses.
- Context-aware tone adjustment ranging from empathetic negotiation to formal legal-adjacent demands.
- Built-in safety boundaries to ensure all generated strategies remain within ethical and non-fraudulent guidelines.
SKILL.md
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