Shopify
Shopify/Shopify-AI-Toolkit
Build anything on Shopify. An agent skill from Shopify/Shopify-AI-Toolkit.
Identifies top-spending customers (top N% by lifetime value or order frequency) and exports a VIP candidate list; optionally tags qualified customers as VIPs.
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-vip-customer-identifier -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-vip-customer-identifier --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/marketing/shopify-admin-vip-customer-identifier .claude/skills/shopify-admin-vip-customer-identifier && rm -rf skills-srcUse ~/.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/
Install the "shopify-admin-vip-customer-identifier" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/marketing/shopify-admin-vip-customer-identifier into .claude/skills/shopify-admin-vip-customer-identifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-vip-customer-identifier", 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 install https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/marketing/shopify-admin-vip-customer-identifierType 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.
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-vip-customer-identifier -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-vip-customer-identifier --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/marketing/shopify-admin-vip-customer-identifier .agents/skills/shopify-admin-vip-customer-identifier && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "shopify-admin-vip-customer-identifier" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/marketing/shopify-admin-vip-customer-identifier into .agents/skills/shopify-admin-vip-customer-identifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-vip-customer-identifier", 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.
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-vip-customer-identifier -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-vip-customer-identifier --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/marketing/shopify-admin-vip-customer-identifier .cursor/skills/shopify-admin-vip-customer-identifier && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "shopify-admin-vip-customer-identifier" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/marketing/shopify-admin-vip-customer-identifier into .cursor/skills/shopify-admin-vip-customer-identifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-vip-customer-identifier", 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 https://github.com/40RTY-ai/shopify-admin-skills.git --path skills/marketing/shopify-admin-vip-customer-identifier--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-vip-customer-identifier -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-vip-customer-identifier --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/marketing/shopify-admin-vip-customer-identifier .gemini/skills/shopify-admin-vip-customer-identifier && rm -rf skills-srcUse ~/.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/
Install the "shopify-admin-vip-customer-identifier" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/marketing/shopify-admin-vip-customer-identifier into .gemini/skills/shopify-admin-vip-customer-identifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-vip-customer-identifier", 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.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-vip-customer-identifierInstalls 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).
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-vip-customer-identifier -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/marketing/shopify-admin-vip-customer-identifier .github/skills/shopify-admin-vip-customer-identifier && rm -rf skills-srcUse ~/.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/
Install the "shopify-admin-vip-customer-identifier" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/marketing/shopify-admin-vip-customer-identifier into .github/skills/shopify-admin-vip-customer-identifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-vip-customer-identifier", 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.
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-vip-customer-identifier -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-vip-customer-identifier --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/marketing/shopify-admin-vip-customer-identifier .opencode/skills/shopify-admin-vip-customer-identifier && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "shopify-admin-vip-customer-identifier" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/marketing/shopify-admin-vip-customer-identifier into .opencode/skills/shopify-admin-vip-customer-identifier/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-vip-customer-identifier", 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.
shopify-admin-vip-customer-identifierIdentifies top-spending customers (top N% by lifetime value or order frequency) and exports a VIP candidate list; optionally tags qualified customers as VIPs.
Shopify Admin Vip Customer Identifier is an agent skill from 40RTY-ai/shopify-admin-skills. Identifies top-spending customers (top N% by lifetime value or order frequency) and exports a VIP candidate list; optionally tags qualified customers as VIPs.
Its SKILL.md is about 1.8k 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.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6765cb4. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
shopifyFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Claude Code, Cursor, Codex, Gemini CLI
From compatibility in the SKILL.md frontmatter.
Shopify Admin Vip Customer Identifier loads about 1.8k tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 540 words of instructions outside code blocks.
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.
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.
The full file from 40RTY-ai/shopify-admin-skills at commit 6765cb4, republished under its MIT licence (© 40RTY-ai). 540 words, ~1,844 tokens.
.claude/skills/shopify-admin-vip-customer-identifier/SKILL.md (or your agent's skills folder).Ranks customers by lifetime spend and order frequency, identifies the top N% (by value, frequency, or both), and outputs a CSV of VIP candidates. Optionally applies a VIP tag to qualified customers via customerUpdate. Used to build loyalty segments, prioritize white-glove support, or seed exclusive-access campaigns. The lifetime spend and order count are pulled directly from Shopify customer aggregates — no external CRM required.
shopify store auth --store <domain> --scopes read_customers,read_orders,write_customersread_customers, read_orders, write_customers (only if tag_customers: true)| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| store | string | yes | — | Store domain (e.g., mystore.myshopify.com) |
| format | string | no | human | Output format: human or json |
| dry_run | bool | no | true | Preview VIP list without applying tags |
| rank_by | string | no | spend | Ranking strategy: spend (lifetime value), frequency (order count), or both (composite score) |
| top_pct | float | no | 5 | Top percentile to qualify as VIP (e.g., 5 = top 5%) |
| min_orders | integer | no | 2 | Minimum lifetime orders to be eligible |
| min_spend | float | no | 0 | Minimum lifetime spend (shop currency) to be eligible |
| tag_customers | bool | no | false | If true, apply VIP tag to qualified customers via customerUpdate |
| tag | string | no | vip | Tag string applied when tag_customers: true |
⚠️ When
tag_customers: true, Step 3 executescustomerUpdatemutations that mutate customer tag lists. Tags persist until manually removed. Run withdry_run: truefirst to confirm the VIP list and qualifying thresholds. The default isdry_run: true— you must explicitly setdry_run: falseandtag_customers: trueto apply tags.
OPERATION: customers — query
Inputs: first: 250, query: "orders_count:>=<min_orders>", select id, displayName, defaultEmailAddress { emailAddress }, numberOfOrders, amountSpent { amount currencyCode }, tags, pagination cursor
Expected output: All customers meeting min_orders threshold; paginate until hasNextPage: false
OPERATION: orders — query (only when ranking by frequency, for recency annotation)
Inputs: For each top candidate: query: "customer_id:<id>", first: 1, sortKey: CREATED_AT, reverse: true
Expected output: Most recent order per candidate to annotate the export
Filter to amountSpent.amount >= min_spend. Score each customer: spend → spend; frequency → orders; both → 0.6 × normalized spend + 0.4 × normalized frequency. Take the top top_pct%.
OPERATION: customerUpdate — mutation (only if tag_customers: true and dry_run: false)
Inputs: input: { id: <customer_id>, tags: [...existing_tags, <tag>] }
Expected output: customer.id, customer.tags, userErrors
# customers:query — validated against api_version 2025-01
query VIPCandidateCustomers($first: Int!, $after: String, $query: String) {
customers(first: $first, after: $after, query: $query) {
edges {
node {
id
displayName
firstName
lastName
defaultEmailAddress {
emailAddress
}
numberOfOrders
amountSpent {
amount
currencyCode
}
tags
createdAt
}
}
pageInfo {
hasNextPage
endCursor
}
}
}# orders:query — validated against api_version 2025-01
query VIPLastOrder($query: String!) {
orders(first: 1, query: $query, sortKey: CREATED_AT, reverse: true) {
edges {
node {
id
name
createdAt
totalPriceSet {
shopMoney { amount currencyCode }
}
}
}
}
}# customerUpdate:mutation — validated against api_version 2025-01
mutation CustomerUpdateVipTag($input: CustomerInput!) {
customerUpdate(input: $input) {
customer {
id
displayName
tags
}
userErrors {
field
message
}
}
}Claude MUST emit the following output at each stage. This is mandatory.
On start, emit:
╔══════════════════════════════════════════════╗
║ SKILL: VIP Customer Identifier ║
║ 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):
══════════════════════════════════════════════
VIP CUSTOMER REPORT
Customers scanned: <n>
Eligible (≥ min): <n>
VIPs (top <pct>%): <n>
Threshold spend: $<amount>
Threshold orders: <n>
Customers tagged: <n> (or "skipped — dry_run")
Top 10 VIPs by <rank_by>:
<name> Spend: $<amount> Orders: <n> Last: <date>
Output: vip_customers_<date>.csv
══════════════════════════════════════════════For format: json, emit:
{
"skill": "vip-customer-identifier",
"store": "<domain>",
"dry_run": true,
"rank_by": "spend",
"outcome": {
"customers_scanned": 0,
"eligible": 0,
"vips_identified": 0,
"threshold_spend": 0,
"customers_tagged": 0,
"errors": 0,
"output_file": "vip_customers_<date>.csv"
}
}CSV file vip_customers_<YYYY-MM-DD>.csv with columns:
customer_id, name, email, lifetime_spend, currency, orders_count, last_order_date, composite_score, rank, tag_applied
| Error | Cause | Recovery |
|---|---|---|
THROTTLED | API rate limit exceeded | Wait 2 seconds, retry up to 3 times |
userErrors on customerUpdate | Customer not found or tag conflict | Log, skip, continue |
Fewer eligible than top_pct% | Small customer base | Lower min_orders/min_spend |
| Multi-currency stores | currencyCode varies | Convert via shop default before ranking |
rank_by: both to balance whales with loyalists — pure spend ranking can over-index on one-time large purchases.vip-2026-Q2) so lapsed VIPs roll off rather than accumulating permanently.customer-win-back — VIPs who become inactive should be flagged for high-priority re-engagement.dry_run: true first; review the threshold spend value to confirm the cutoff matches your VIP definition.© 40RTY-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/marketing/shopify-admin-vip-customer-identifier of 40RTY-ai/shopify-admin-skills.
Open the folder on GitHubat commit 6765cb4
Shopify Admin Vip Customer Identifier 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Shopify Admin Vip Customer Identifier this skill40RTY-ai/shopify-admin-skills | 194 | — | ~1.8k | Automated safety check: Pass | MIT | |
| ShopifyShopify/Shopify-AI-Toolkit | 592 | — | ~4.2k | Automated safety check: Pass | MIT | |
| E-commerce Visual Copywritingfeichanggege/ecommerce-visual-copywriting-skill | 867 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Reviewing Pull RequestsShopify/shopify-app-js | 541 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Better Designmarvkr/better-design | 254 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Liquid Theme A11ybenjaminsehl/liquid-skills | 120 | — | ~3.2k | Automated safety check: Pass | None |
Shopify/Shopify-AI-Toolkit
Build anything on Shopify. An agent skill from Shopify/Shopify-AI-Toolkit.
feichanggege/ecommerce-visual-copywriting-skill
Turns product details, packaging, target platform and audience into an executable e-commerce image plan with copy, storyboards, image prompts and a compliance review.
Shopify/shopify-app-js
Reviews pull requests for Shopify/shopify-app-js with comprehensive analysis including semver compliance (MAJOR/MINOR/PATCH classification), single responsibility validation, pattern consistency…
marvkr/better-design
Build, improve, and review production interfaces with the Better Design MCP.
benjaminsehl/liquid-skills
Implement WCAG 2.2 accessibility patterns in Shopify Liquid themes.
jtrackingai/analytics-tracking-automation
A skill your agent uses when you need GA4 + GTM tracking delivery from site discovery through publish, or when the right phase entry point is still unclear.
40RTY-ai/shopify-admin-skills
Query checkouts abandoned in the last N days, generate unique discount codes per customer, and tag them for re-engagement.
40RTY-ai/shopify-admin-skills
Update the shipping address on an unfulfilled order before it ships.
40RTY-ai/shopify-admin-skills
Edit the theme's robots.txt.liquid to explicitly allow AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, Amazonbot) so AI assistants are permitted to read the catalog.
40RTY-ai/shopify-admin-skills
Rewrite thin product descriptions into structured, fact-rich copy (materials, fit, use-cases, the words shoppers actually type) so AI agents have something concrete to quote and match.
40RTY-ai/shopify-admin-skills
Generate and set descriptive alt text on product images so AI agents (which can't 'see' pixels) can understand and recommend what each product looks like.
40RTY-ai/shopify-admin-skills
Generate and publish an /llms.txt guide (brand summary, flagship products, key policies, contact) via a theme template so AI assistants get a curated, machine-readable map of the store.
Works with
Identifies top-spending customers (top N% by lifetime value or order frequency) and exports a VIP candidate list; optionally tags qualified customers as VIPs. Shopify Admin Vip Customer Identifier is an agent skill from 40RTY-ai/shopify-admin-skills. Identifies top-spending customers (top N% by lifetime value or order frequency) and exports a VIP candidate list; optionally tags qualified customers as VIPs.
Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-vip-customer-identifier -a claude-code`. Or copy the skill folder (skills/marketing/shopify-admin-vip-customer-identifier in 40RTY-ai/shopify-admin-skills) into .claude/skills/shopify-admin-vip-customer-identifier in your project. Claude Code loads it when a task matches its description.
Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-vip-customer-identifier -a codex`. Or copy the skill folder (skills/marketing/shopify-admin-vip-customer-identifier in 40RTY-ai/shopify-admin-skills) into .agents/skills/shopify-admin-vip-customer-identifier in your project. Codex loads it when a task matches its description.
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-vip-customer-identifier -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-vip-customer-identifier, .gemini/skills/shopify-admin-vip-customer-identifier, .github/skills/shopify-admin-vip-customer-identifier and .opencode/skills/shopify-admin-vip-customer-identifier in your project.
Going by SKILL.md and its folder, Shopify Admin Vip Customer Identifier needs the command-line tools its instructions call (shopify). Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI.
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.
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.
Shopify Admin Vip Customer Identifier is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Shopify Admin Vip Customer Identifier: 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.
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.