shopify-admin-chargeback-watchlist-tagger

shopify-admin-chargeback-watchlist-tagger is a skill for Claude Code from 40RTY-ai/shopify-admin-skills. It costs 31 tokens per session (1,667 once invoked), scanned A, original, MIT.

A Shopify tool that finds customers linked to disputed or charged-back orders and adds a review tag to their customer records.

In plain words
What is it for?
Use it to create a customer watchlist for manual order checks and identify repeated chargeback risk.
Why use it?
It makes past payment disputes visible when staff review future orders, without automatically blocking those customers.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Claude Code; mentions Codex; mentions Gemini CLI.

Part of the shopify-admin-skills plugin — 57 skills shipped together

Good fit Use it to create a customer watchlist for manual order checks and identify repeated chargeback risk.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/40rty-ai/shopify-admin-skills/shopify-admin-chargeback-watchlist-tagger
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-chargeback-watchlist-tagger
Clone the repo
git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills

Made for: Claude Code.

Or install shopify-admin-skills, the plugin that ships this one along with the rest of its 57 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for shopify-admin-chargeback-watchlist-tagger

README.md
[![agentmods](https://agentmods.dev/badge/skills/40rty-ai/shopify-admin-skills/shopify-admin-chargeback-watchlist-tagger/github.svg)](https://agentmods.dev/skills/40rty-ai/shopify-admin-skills/shopify-admin-chargeback-watchlist-tagger)
Your own site
<a href="https://agentmods.dev/skills/40rty-ai/shopify-admin-skills/shopify-admin-chargeback-watchlist-tagger"><img src="https://agentmods.dev/badge/skills/40rty-ai/shopify-admin-skills/shopify-admin-chargeback-watchlist-tagger/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for shopify-admin-chargeback-watchlist-tagger

Your own site · 80×15
<a href="https://agentmods.dev/skills/40rty-ai/shopify-admin-skills/shopify-admin-chargeback-watchlist-tagger"><img src="https://agentmods.dev/badge/skills/40rty-ai/shopify-admin-skills/shopify-admin-chargeback-watchlist-tagger.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,667 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00031 $0.01667
Opus 5 $0.00015 $0.00834
Sonnet 5 $0.00006 $0.00333
Haiku 4.5 $0.00003 $0.00167

Measured 13d ago against content hash 07e19a4d9850, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

shopify-admin-chargeback-watchlist-tagger scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/customer-ops/shopify-admin-chargeback-watchlist-tagger/SKILL.md · 189 lines

How it starts

The opening of the file, as written. The whole thing — 189 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Purpose

Scans historical orders for any associated chargeback or dispute, then tags the customer record with chargeback-history (configurable). Future orders from these customers can be filtered or held for manual review by ops. Reduces repeated chargeback losses without blocking customers outright. Defaults to dry_run: true.

Prerequisites

  • Authenticated Shopify CLI session: shopify store auth --store <domain> --scopes read_orders,read_customers,write_customers
  • API scopes: read_orders, read_customers, write_customers

Parameters

Parameter Type Required Default Description
store string yes Store domain (e.g., mystore.myshopify.com)
days_back integer no 730 Historical window to scan for disputes (2 years default)
watchlist_tag string no chargeback-history Tag applied to flagged customers
include_won_disputes bool no false If false, only tag customers whose disputes were lost or are open
dry_run bool no true Preview without applying tags
format string no human Output format: human or json

Safety

⚠️ customerUpdate modifies customer tags that are visible to staff and may drive segmentation rules. Tag a customer incorrectly and you may downgrade their experience or block their orders. Run with dry_run: true first and review the list before committing. Won disputes (where the merchant won) are excluded by default to avoid false positives.

Workflow Steps

  1. OPERATION: orders — query Inputs: query: "created_at:>='<NOW - days_back days>' chargeback_status:*" (any chargeback state), first: 250, select disputes { id, status, initiatedAs, finalizedOn }, customer { id, displayName, tags, defaultEmailAddress { emailAddress } }, totalPriceSet, pagination cursor Expected output: All orders that have at least one dispute in the window

  2. Group disputes by customer. For each customer:

    • Skip if every dispute has status WON and include_won_disputes: false
    • Skip if customer already carries watchlist_tag
    • Otherwise add to tagging queue

Read the full file on GitHub · 189 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 189 lines · 31 tokens per session scan A 07e19a4d9850

Subscribe to this mod's changes

shopify-admin-chargeback-watchlist-tagger is a skill published in the GitHub repository 40RTY-ai/shopify-admin-skills (187 stars, last pushed 29d ago), licensed MIT. It adds 31 tokens to every session and 1,667 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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