Agent skill

Shopify Admin High Risk Order Tagger

by 40RTY-ai in 40RTY-ai/shopify-admin-skills

Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping.

MITAuto-check passed

Install Shopify Admin High Risk Order Tagger

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-high-risk-order-tagger --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/order-intelligence/shopify-admin-high-risk-order-tagger .claude/skills/shopify-admin-high-risk-order-tagger && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "shopify-admin-high-risk-order-tagger" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-high-risk-order-tagger into .claude/skills/shopify-admin-high-risk-order-tagger/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-high-risk-order-tagger", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-high-risk-order-tagger

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-high-risk-order-tagger --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/order-intelligence/shopify-admin-high-risk-order-tagger .agents/skills/shopify-admin-high-risk-order-tagger && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "shopify-admin-high-risk-order-tagger" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-high-risk-order-tagger into .agents/skills/shopify-admin-high-risk-order-tagger/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-high-risk-order-tagger", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-high-risk-order-tagger --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/order-intelligence/shopify-admin-high-risk-order-tagger .cursor/skills/shopify-admin-high-risk-order-tagger && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "shopify-admin-high-risk-order-tagger" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-high-risk-order-tagger into .cursor/skills/shopify-admin-high-risk-order-tagger/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-high-risk-order-tagger", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/40RTY-ai/shopify-admin-skills.git --path skills/order-intelligence/shopify-admin-high-risk-order-tagger

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-high-risk-order-tagger --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/order-intelligence/shopify-admin-high-risk-order-tagger .gemini/skills/shopify-admin-high-risk-order-tagger && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "shopify-admin-high-risk-order-tagger" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-high-risk-order-tagger into .gemini/skills/shopify-admin-high-risk-order-tagger/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-high-risk-order-tagger", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-high-risk-order-tagger

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/order-intelligence/shopify-admin-high-risk-order-tagger .github/skills/shopify-admin-high-risk-order-tagger && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "shopify-admin-high-risk-order-tagger" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-high-risk-order-tagger into .github/skills/shopify-admin-high-risk-order-tagger/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-high-risk-order-tagger", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-high-risk-order-tagger --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/order-intelligence/shopify-admin-high-risk-order-tagger .opencode/skills/shopify-admin-high-risk-order-tagger && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "shopify-admin-high-risk-order-tagger" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/order-intelligence/shopify-admin-high-risk-order-tagger into .opencode/skills/shopify-admin-high-risk-order-tagger/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-high-risk-order-tagger", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: shopify-admin-high-risk-order-tagger
GitHub stars: 194
Token cost: ~1.6k tokens
SKILL.md length: 429 words
Files: 1
Skills in repo: 116
Repo updated: Aug 14, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping.

Works in 3 steps: OPERATION: orders — query → OPERATION: tagsAdd — mutation → OPERATION: fulfillmentOrderHold —…
SKILL.md covers Purpose, Prerequisites, Parameters and Safety, plus 6 more sections
Calls shopify

What it does

Shopify Admin High Risk Order Tagger is an agent skill from 40RTY-ai/shopify-admin-skills. Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Claude Code, Cursor, Codex, Gemini CLI

It works with Shopify. The repository describes itself as: Community-maintained AI agent skills for operating Shopify stores — workflows, optimization, reports and more. The licence is MIT.

Example prompts

“/shopify-admin-high-risk-order-tagger”

Requirements

Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

OPERATION: orders — query
OPERATION: tagsAdd — mutation
OPERATION: fulfillmentOrderHold — mutation (if hold_fulfillment: true)

What it can do on your machine

Read from SKILL.md and the folder at commit 6765cb4. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- shopify
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Claude Code, Cursor, Codex, Gemini CLI
From compatibility in the SKILL.md frontmatter.

Context cost

Shopify Admin High Risk Order Tagger loads about 1.6k tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 429 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~37
When it runs · the whole SKILL.md, loaded when a task matches: ~1.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from 40RTY-ai/shopify-admin-skills at commit 6765cb4, republished under its MIT licence (© 40RTY-ai). 429 words, ~1,584 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-admin-high-risk-order-tagger/SKILL.md (or your agent's skills folder).

name: shopify-admin-high-risk-order-tagger
description: Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping.
compatibility: Claude Code, Cursor, Codex, Gemini CLI
role: order-intelligence
toolkit: shopify-admin, shopify-admin-execution
api_version: 2025-01
graphql_operations: orders:query, tagsAdd:mutation, fulfillmentOrderHold:mutation
status: stable

Purpose

Queries recent high-risk orders and takes two protective actions: tags the order for staff visibility and optionally places a fulfillment hold to prevent the order from shipping until reviewed. Complements order-risk-report (which only reads) with write actions that create a reviewable queue.

Prerequisites

Authenticated Shopify CLI session: shopify store auth --store <domain> --scopes read_orders,write_orders,write_fulfillments
API scopes: read_orders, write_orders, write_fulfillments

Parameters

Parameter	Type	Required	Default	Description
store	string	yes	—	Store domain (e.g., mystore.myshopify.com)
days_back	integer	no	1	Lookback window (default: last 24 hours)
min_order_value	float	no	0	Only flag orders above this value
tag	string	no	fraud-review	Tag applied to flagged orders
hold_fulfillment	bool	no	true	Also place a fulfillment hold on flagged orders
hold_reason	string	no	UNKNOWN_PAYMENT_RISK	Fulfillment hold reason
dry_run	bool	no	true	Preview without executing mutations
format	string	no	human	Output format: `human` or `json`

Safety

⚠️ fulfillmentOrderHold prevents orders from being fulfilled until the hold is explicitly released. Customers will experience a shipping delay while on hold. Use hold_fulfillment: false if you only want to tag without blocking fulfillment. Run with dry_run: true to confirm the order list before committing. Release holds with the order-hold-and-release skill after review.

Workflow Steps

OPERATION: orders — query Inputs: query: "risk_level:high created_at:>='<NOW - days_back days>'", first: 250, select riskLevel, fulfillmentOrders, totalPriceSet Expected output: High-risk orders in window
OPERATION: tagsAdd — mutation Inputs: Order id, tags: [<tag>] Expected output: Updated order tags; userErrors
OPERATION: fulfillmentOrderHold — mutation (if hold_fulfillment: true) Inputs: fulfillmentOrderId, reason: <hold_reason>, reasonNotes: "High-risk order — awaiting fraud review" Expected output: heldFulfillmentOrder { id, status }, userErrors

GraphQL Operations

graphql

# orders:query — validated against api_version 2025-01
query HighRiskOrders($query: String!, $after: String) {
  orders(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        name
        riskLevel
        totalPriceSet {
          shopMoney {
            amount
            currencyCode
          }
        }
        tags
        fulfillmentOrders(first: 5) {
          edges {
            node {
              id
              status
            }
          }
        }
        customer {
          id
          displayName
          numberOfOrders
        }
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}

graphql

# tagsAdd:mutation — validated against api_version 2025-01
mutation TagsAdd($id: ID!, $tags: [String!]!) {
  tagsAdd(id: $id, tags: $tags) {
    node {
      id
    }
    userErrors {
      field
      message
    }
  }
}

graphql

# fulfillmentOrderHold:mutation — validated against api_version 2025-01
mutation FulfillmentOrderHold($id: ID!, $fulfillmentHold: FulfillmentOrderHoldInput!) {
  fulfillmentOrderHold(id: $id, fulfillmentHold: $fulfillmentHold) {
    fulfillmentOrder {
      id
      status
    }
    userErrors {
      field
      message
    }
  }
}

Show full SKILL.md (174 more words)Show less

Session Tracking

Claude MUST emit the following output at each stage. This is mandatory.

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: High Risk Order Tagger               ║
║  Store: <store domain>                       ║
║  Started: <YYYY-MM-DD HH:MM UTC>             ║
╚══════════════════════════════════════════════╝

After each step, emit:

[N/TOTAL] <QUERY|MUTATION>  <OperationName>
          → Params: <brief summary of key inputs>
          → Result: <count or outcome>

If dry_run: true, prefix every mutation step with [DRY RUN] and do not execute it.

On completion, emit:

For format: human (default):

══════════════════════════════════════════════
OUTCOME SUMMARY
  High-risk orders found:  <n>
  Orders tagged:           <n>
  Fulfillment holds placed: <n>
  Errors:                  <n>
  Output:                  risk_tagging_<date>.csv
══════════════════════════════════════════════

For format: json, emit:

json

{
  "skill": "high-risk-order-tagger",
  "store": "<domain>",
  "started_at": "<ISO8601>",
  "dry_run": true,
  "outcome": {
    "orders_found": 0,
    "tagged": 0,
    "holds_placed": 0,
    "errors": 0,
    "output_file": "risk_tagging_<date>.csv"
  }
}

Output Format

CSV file risk_tagging_<YYYY-MM-DD>.csv with columns: order_name, order_id, risk_level, total_price, currency, tag_applied, hold_placed, customer_name

Error Handling

Error	Cause	Recovery
`THROTTLED`	API rate limit exceeded	Wait 2 seconds, retry up to 3 times
`userErrors` on hold	Order already fulfilled or hold already exists	Log as skipped, continue
No high-risk orders	Clean period	Exit with 0 flagged

Best Practices

Run within 1–2 hours of order placement — most fraud orders are placed and expected to ship same-day.
After a hold is placed, use order-risk-report to review the risk indicators in detail before deciding to cancel or release.
Release legitimate orders with the order-hold-and-release skill to minimize shipping delay.
Orders from repeat customers (numberOfOrders > 3) are unlikely to be fraudulent — consider filtering them out with min_order_value or a separate query.

Files

Just SKILL.md in skills/order-intelligence/shopify-admin-high-risk-order-tagger of 40RTY-ai/shopify-admin-skills.

Open the folder on GitHubat commit 6765cb4

Compare with similar skills

Shopify Admin High Risk Order Tagger next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Shopify Admin High Risk Order Tagger compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Shopify Admin High Risk Order Tagger this skill40RTY-ai/shopify-admin-skills	194	—	~1.6k	Automated safety check: Pass	MIT	1 mo ago
ShopifyShopify/Shopify-AI-Toolkit	592	—	~4.2k	Automated safety check: Pass	MIT	3 days ago
E-commerce Visual Copywritingfeichanggege/ecommerce-visual-copywriting-skill	867	—	~1.3k	Automated safety check: Pass	MIT	24 days ago
Reviewing Pull RequestsShopify/shopify-app-js	541	—	~1.9k	Automated safety check: Pass	MIT	yesterday
Better Designmarvkr/better-design	254	—	~1.2k	Automated safety check: Pass	MIT	18 days ago
Liquid Theme A11ybenjaminsehl/liquid-skills	120	—	~3.2k	Automated safety check: Pass	None	2 mo ago

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Works with

Shopify

Questions about Shopify Admin High Risk Order Tagger

What does Shopify Admin High Risk Order Tagger do?

Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping. Shopify Admin High Risk Order Tagger is an agent skill from 40RTY-ai/shopify-admin-skills. Tags orders flagged as high-risk for manual review and optionally places fulfillment holds to prevent shipping.

How do I install Shopify Admin High Risk Order Tagger in Claude Code?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a claude-code`. Or copy the skill folder (skills/order-intelligence/shopify-admin-high-risk-order-tagger in 40RTY-ai/shopify-admin-skills) into .claude/skills/shopify-admin-high-risk-order-tagger in your project. Claude Code loads it when a task matches its description.

How do I install Shopify Admin High Risk Order Tagger in Codex?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a codex`. Or copy the skill folder (skills/order-intelligence/shopify-admin-high-risk-order-tagger in 40RTY-ai/shopify-admin-skills) into .agents/skills/shopify-admin-high-risk-order-tagger in your project. Codex loads it when a task matches its description.

Can I use Shopify Admin High Risk Order Tagger in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-high-risk-order-tagger -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/shopify-admin-high-risk-order-tagger, .gemini/skills/shopify-admin-high-risk-order-tagger, .github/skills/shopify-admin-high-risk-order-tagger and .opencode/skills/shopify-admin-high-risk-order-tagger in your project.

What does Shopify Admin High Risk Order Tagger need to run?

Going by SKILL.md and its folder, Shopify Admin High Risk Order Tagger needs the command-line tools its instructions call (shopify). Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI.

Does Shopify Admin High Risk Order Tagger access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Shopify Admin High Risk Order Tagger safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Shopify Admin High Risk Order Tagger use?

Shopify Admin High Risk Order Tagger is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Shopify Admin High Risk Order Tagger use?

About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Shopify Admin High Risk Order Tagger?

Skills that share tags, products or a category with Shopify Admin High Risk Order Tagger: Shopify (Shopify/Shopify-AI-Toolkit, 592 stars), E-commerce Visual Copywriting (feichanggege/ecommerce-visual-copywriting-skill, 867 stars), Reviewing Pull Requests (Shopify/shopify-app-js, 541 stars) and Better Design (marvkr/better-design, 254 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shopify Admin High Risk Order Tagger?

40RTY-ai (a GitHub organization) maintains it in 40RTY-ai/shopify-admin-skills, which has 194 GitHub stars. The repository holds 116 skills in this directory. The repository was last updated on August 14, 2026.

Source: 40RTY-ai/shopify-admin-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Shopify Admin High Risk Order Tagger

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SKILL.md

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