Refund Reason Cluster

Clusters refund and return reasons to identify root causes and prevention plans, helping reduce avoidable refunds and margin erosion post-purchase.

This skill appears to do what it says and does not require extra credentials or installs, but before using it: (1) do not feed raw customer PII or full order identifiers — anonymize or sample data where possible; (2) confirm any internal policies about sharing support transcripts or order metadata with third-party skills or models; (3) remember the skill text contains no enforcement for data handling, so treat outputs as analyses that may reveal sensitive signals; (4) note the CC BY-NC-SA 4.0 license and that commercial use apparently requires a paid Razestar license — verify licensing if you plan commercial use; (5) if you are uneasy about autonomous invocation, restrict or audit when the agent may call skills or run this skill on sensitive datasets.

Type: OpenClaw Skill Name: refund-reason-cluster Version: 1.0.0 The skill bundle contains only documentation and templates for analyzing refund reasons and clustering them into actionable groups. There is no executable code, no network activity, and no evidence of malicious intent or prompt injection across SKILL.md, _meta.json, or references/output-template.md.