amazon-sp-refund-return-monitor SKILL.md skillA

amazon-sp-refund-return-monitor from kuudoai/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kuudoai/skills/amazon-sp-refund-return-monitor@v0.7.1

Pins v0.7.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kuudoai/skills
Path
skills/amazon-sp-refund-return-monitor/SKILL.md
Versions recorded
3
Latest version
v0.7.1, committed Oct 28, 2026
First version recorded
Sep 18, 2026
Size
15,033 bytes
Repository stars
3
License
a license file GitHub does not identify

Analyze Amazon FBA customer returns and seller-fulfilled return requests from Seller Central or SP-API exports. Use for return volume, high-return ASINs or SKUs, return-rate calculations, reason and disposition analysis, customer-comment themes, prior-period comparisons, damaged-versus-reimbursed review candidates, or client-ready Amazon returns reporting. Do not use for general Amazon Ads reporting, listing optimization without returns evidence, or financial refund totals without transaction…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Amazon SP Refund and Return Monitor

Analyze Amazon returns without binding the workflow to a particular MCP server,
processor, filesystem, or presentation tool. Preserve Amazon source values as
facts; label every derived metric and interpretation.

**Read-only in the seller account.** This skill reads reports, files, and tool
results, and computes. The only thing it creates in the account is a report job
(the Reports API `createReport` operation), which changes nothing. It never
files a reimbursement claim, opens a case, or changes a listing, inventory, or
any other account setting; it hands over a review queue instead. Outside the
account, saving a deliverable through a host tool is the one write, and it
waits for the user's yes (step 8).

## Route the request

Use this skill when the requested evidence comes from either:

- the FBA Customer Returns Report;
- the seller-fulfilled Returns Report by Return Date;
- compatible Seller Central downloads or upstream tables; or
- a returns dataset joined to shipment, reimbursement, ledger, or prior-period
  data.

Do not substitute this workflow for general order analysis, inventory
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kuudoai/skills/amazon-sp-refund-return-monitor@sha256:5e8b44a4fdb90185

The line at the top of this page pins the label v0.7.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hdjeamwaqefjz7al.svg)](https://markdownregistry.com/a/art_hdjeamwaqefjz7al)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Sep 18, 2026 and Oct 28, 2026, about one every 20 days.

versioncommittedcommitsizeaudit
v0.7.1 latest2026-10-28 14bd7db 15,033 BA view · diff
v0.7.02026-10-17 73fccb8 14,979 BA view · diff
v0.6.02026-09-18 7d270eb 12,563 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15033 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

kuudoai/skills · 3 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hdjeamwaqefjz7al
GET https://markdownregistry.com/api/v1/resolve?ref=kuudoai/skills/amazon-sp-refund-return-monitor
GET https://markdownregistry.com/api/v1/blob/5e8b44a4fdb9018508baa9af9c7ea8db2c44e18fa4a7e14538f7a9289921d6ea

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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