Agent skill

Shopify Admin Bulk Customer Tag Update

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

Adds and/or removes tags across a filtered set of customers — supports query-based selection, explicit ID lists, and union/replace tag modes.

MITAuto-check passedSales & Support

Install Shopify Admin Bulk Customer Tag Update

skills CLI

$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-bulk-customer-tag-update -a claude-code

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

GitHub CLI

$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-bulk-customer-tag-update --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/customer-support/shopify-admin-bulk-customer-tag-update .claude/skills/shopify-admin-bulk-customer-tag-update && 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-bulk-customer-tag-update" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-bulk-customer-tag-update into .claude/skills/shopify-admin-bulk-customer-tag-update/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-bulk-customer-tag-update", 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/customer-support/shopify-admin-bulk-customer-tag-update

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-bulk-customer-tag-update -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-bulk-customer-tag-update --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/customer-support/shopify-admin-bulk-customer-tag-update .agents/skills/shopify-admin-bulk-customer-tag-update && 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-bulk-customer-tag-update" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-bulk-customer-tag-update into .agents/skills/shopify-admin-bulk-customer-tag-update/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-bulk-customer-tag-update", 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-bulk-customer-tag-update -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-bulk-customer-tag-update --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/customer-support/shopify-admin-bulk-customer-tag-update .cursor/skills/shopify-admin-bulk-customer-tag-update && 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-bulk-customer-tag-update" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-bulk-customer-tag-update into .cursor/skills/shopify-admin-bulk-customer-tag-update/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-bulk-customer-tag-update", 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/customer-support/shopify-admin-bulk-customer-tag-update

--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-bulk-customer-tag-update -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-bulk-customer-tag-update --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/customer-support/shopify-admin-bulk-customer-tag-update .gemini/skills/shopify-admin-bulk-customer-tag-update && 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-bulk-customer-tag-update" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-bulk-customer-tag-update into .gemini/skills/shopify-admin-bulk-customer-tag-update/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-bulk-customer-tag-update", 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-bulk-customer-tag-update

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-bulk-customer-tag-update -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/customer-support/shopify-admin-bulk-customer-tag-update .github/skills/shopify-admin-bulk-customer-tag-update && 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-bulk-customer-tag-update" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-bulk-customer-tag-update into .github/skills/shopify-admin-bulk-customer-tag-update/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-bulk-customer-tag-update", 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-bulk-customer-tag-update -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-bulk-customer-tag-update --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/customer-support/shopify-admin-bulk-customer-tag-update .opencode/skills/shopify-admin-bulk-customer-tag-update && 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-bulk-customer-tag-update" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-bulk-customer-tag-update into .opencode/skills/shopify-admin-bulk-customer-tag-update/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-bulk-customer-tag-update", 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-bulk-customer-tag-update
GitHub stars: 194
Token cost: ~2k tokens
SKILL.md length: 666 words
Files: 1
Skills in repo: 116
Repo updated: Aug 14, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Adds and/or removes tags across a filtered set of customers — supports query-based selection, explicit ID lists, and union/replace tag modes.

Works in 3 steps: OPERATION: customers — query → For each matched customer, compute the… → OPERATION: customerUpdate — mutation
Tasks that involve Customer support
SKILL.md covers Purpose, Prerequisites, Parameters and Safety, plus 6 more sections
Calls shopify

What it does

Shopify Admin Bulk Customer Tag Update is an agent skill from 40RTY-ai/shopify-admin-skills. Adds and/or removes tags across a filtered set of customers — supports query-based selection, explicit ID lists, and union/replace tag modes.

Its SKILL.md is about 2k 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 sits in Sales & Support, covering Customer support. 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.

When your agent uses it

Tasks that involve Customer support

Example prompts

“/shopify-admin-bulk-customer-tag-update”

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: customers — query
For each matched customer, compute the target tag set
OPERATION: customerUpdate — mutation

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 Bulk Customer Tag Update loads about 2k tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 666 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~45
When it runs · the whole SKILL.md, loaded when a task matches: ~2k

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). 666 words, ~1,961 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-admin-bulk-customer-tag-update/SKILL.md (or your agent's skills folder).

name: shopify-admin-bulk-customer-tag-update
description: Adds and/or removes tags across a filtered set of customers — supports query-based selection, explicit ID lists, and union/replace tag modes.
compatibility: Claude Code, Cursor, Codex, Gemini CLI
role: customer-support
toolkit: shopify-admin, shopify-admin-execution
api_version: 2025-01
graphql_operations: customers:query, customerUpdate:mutation
status: stable

Purpose

Applies bulk tag changes (add, remove, or both) to customers selected by a query filter (e.g., total_spent:>=500, tag:newsletter) or by an explicit list of customer GIDs. Tags are how Shopify segments customers for discounts, marketing, and support workflows; this skill makes batch changes safe, dry-runnable, and auditable. Use when migrating from one tag taxonomy to another, when retiring a campaign-specific tag, or when applying a new segment tag identified by an analytics report.

Prerequisites

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

Parameters

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 matching customers and the planned tag changes without executing mutations
filter	string	conditional	—	Customer query filter (e.g., `tag:newsletter`, `total_spent:>=500`); required if `customer_ids` is omitted
customer_ids	array	conditional	—	Explicit list of customer GIDs; required if `filter` is omitted
add_tags	array	no	[]	Tags to add (union with existing tags)
remove_tags	array	no	[]	Tags to remove (set difference)
mode	string	no	merge	Tag write mode: `merge` (apply add/remove to existing) or `replace` (overwrite tags entirely with `add_tags` only)
max_customers	integer	no	1000	Run-size cap; abort if filter matches more than this

Safety

⚠️ Step 2 executes one customerUpdate mutation per customer in the matched set. Tag changes are immediate and visible to staff and to any apps reading customer tags (loyalty, marketing automation, segmentation). mode: replace overwrites existing tags entirely — manually-applied operational tags will be lost. The default is dry_run: true and mode: merge. Always run dry-run first, review the matched count, and confirm add_tags/remove_tags are spelled correctly — Shopify tags are case-sensitive.

Workflow Steps

OPERATION: customers — query Inputs: When filter is set: query: <filter>, first: 250, pagination cursor. When customer_ids is set: batch query with query: "id:<id1> OR id:<id2> ..." (chunk into batches of 25 IDs). Select id, displayName, defaultEmailAddress { emailAddress }, tags. Expected output: Customer list with current tags. Abort if match_count > max_customers.
For each matched customer, compute the target tag set:
- If mode: merge: target = (existing ∪ add_tags) \ remove_tags
- If mode: replace: target = add_tags (remove_tags ignored) Skip the customer if target == existing (no-op).
OPERATION: customerUpdate — mutation Inputs: For each customer with a non-empty diff: input: { id: <customer_id>, tags: <target_tag_array> } Expected output: customer.id, customer.tags, userErrors; collect failures

GraphQL Operations

graphql

# customers:query — validated against api_version 2025-01
query CustomersForBulkTagging($query: String!, $after: String) {
  customers(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        displayName
        firstName
        lastName
        defaultEmailAddress {
          emailAddress
        }
        tags
        numberOfOrders
        amountSpent {
          amount
          currencyCode
        }
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}

graphql

# customerUpdate:mutation — validated against api_version 2025-01
mutation CustomerTagsUpdate($input: CustomerInput!) {
  customerUpdate(input: $input) {
    customer {
      id
      displayName
      tags
    }
    userErrors {
      field
      message
    }
  }
}

Show full SKILL.md (283 more words)Show less

Session Tracking

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

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: Bulk Customer Tag Update             ║
║  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):

══════════════════════════════════════════════
BULK TAG UPDATE OUTCOME
  Filter:           <filter or "<n> explicit IDs">
  Mode:             <merge|replace>
  Add tags:         <list>
  Remove tags:      <list>
  Customers matched: <n>
  Customers updated: <n>  (or "skipped — dry_run")
  No-op (already in state): <n>
  Errors:           <n>
  Output:           bulk_tag_update_<date>.csv
══════════════════════════════════════════════

For format: json, emit:

json

{
  "skill": "bulk-customer-tag-update",
  "store": "<domain>",
  "started_at": "<ISO8601>",
  "completed_at": "<ISO8601>",
  "dry_run": true,
  "mode": "merge",
  "outcome": {
    "matched": 0,
    "updated": 0,
    "noop": 0,
    "errors": 0,
    "add_tags": [],
    "remove_tags": [],
    "output_file": "bulk_tag_update_<date>.csv"
  }
}

Output Format

CSV file bulk_tag_update_<YYYY-MM-DD>.csv with columns: customer_id, name, email, previous_tags, tags_added, tags_removed, new_tags, status

The status column reports updated, noop, or error: <message>.

Error Handling

Error	Cause	Recovery
`THROTTLED`	API rate limit exceeded	Wait 2 seconds, retry up to 3 times
`userErrors` on customerUpdate	Invalid input or read-only customer	Log error, skip customer, continue
`match_count > max_customers`	Filter is too broad	Refine filter or raise `max_customers` deliberately
Both `filter` and `customer_ids` empty	No selection	Abort with parameter error
Tag is empty string	Whitespace-only entry	Strip and skip empty values
Case-mismatched remove_tag	Tags are case-sensitive	Re-run with exact casing

Best Practices

Always run with dry_run: true first — review the matched count and a sample of previous_tags → new_tags diffs before committing.
Prefer mode: merge (the default) for almost all use cases — mode: replace is appropriate only when fully resetting a customer's tag taxonomy and you have an audited backup of prior tags.
Tags are case-sensitive: VIP and vip are distinct in Shopify. Standardize casing in your taxonomy.
For ongoing operational segments, prefer date-stamped tag names (e.g., cohort-2026-Q2) so historical cohorts remain identifiable as new tags accumulate.
Pair with vip-customer-identifier or customer-spend-tier-tagger to feed segment tags from analytics outputs into the customer record.
Use remove_tags as the cleanup pass after a campaign — leaving stale campaign tags clutters segmentation in marketing tools.
When customer_ids is supplied directly (e.g., from another skill's CSV), the run is fully deterministic — no filter ambiguity.

Files

Just SKILL.md in skills/customer-support/shopify-admin-bulk-customer-tag-update of 40RTY-ai/shopify-admin-skills.

Open the folder on GitHubat commit 6765cb4

Compare with similar skills

Shopify Admin Bulk Customer Tag Update 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 Bulk Customer Tag Update compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Shopify Admin Bulk Customer Tag Update this skill40RTY-ai/shopify-admin-skills	194	—	~2k	Automated safety check: Pass	MIT	1 mo ago
Shopify Review Triagegithub/awesome-copilot	40k	—	~4.2k	Automated safety check: Pass	MIT	2 days ago
Shopify Debug Bundlejeremylongshore/tons-of-skills-marketplace	2.8k	—	~784	Automated safety check: Pass	MIT	yesterday
Supporthaacked/dotfiles	134	—	~2.9k	Automated safety check: Pass	None	yesterday
Checkout Purchasekeypo-us/keypo-cli	182	—	~880	Automated safety check: Notes	None	6 mo ago
Company Brain Company QAtopoteretes/cognee	32k	—	~750	Automated safety check: Notes	Apache-2.0	yesterday

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Works with

Shopify

Questions about Shopify Admin Bulk Customer Tag Update

What does Shopify Admin Bulk Customer Tag Update do?

Adds and/or removes tags across a filtered set of customers — supports query-based selection, explicit ID lists, and union/replace tag modes. Shopify Admin Bulk Customer Tag Update is an agent skill from 40RTY-ai/shopify-admin-skills. Adds and/or removes tags across a filtered set of customers — supports query-based selection, explicit ID lists, and union/replace tag modes.

When should I use Shopify Admin Bulk Customer Tag Update?

Shopify Admin Bulk Customer Tag Update fits situations like: tasks that involve Customer support.

How do I install Shopify Admin Bulk Customer Tag Update in Claude Code?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-bulk-customer-tag-update -a claude-code`. Or copy the skill folder (skills/customer-support/shopify-admin-bulk-customer-tag-update in 40RTY-ai/shopify-admin-skills) into .claude/skills/shopify-admin-bulk-customer-tag-update in your project. Claude Code loads it when a task matches its description.

How do I install Shopify Admin Bulk Customer Tag Update in Codex?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-bulk-customer-tag-update -a codex`. Or copy the skill folder (skills/customer-support/shopify-admin-bulk-customer-tag-update in 40RTY-ai/shopify-admin-skills) into .agents/skills/shopify-admin-bulk-customer-tag-update in your project. Codex loads it when a task matches its description.

Can I use Shopify Admin Bulk Customer Tag Update 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-bulk-customer-tag-update -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-bulk-customer-tag-update, .gemini/skills/shopify-admin-bulk-customer-tag-update, .github/skills/shopify-admin-bulk-customer-tag-update and .opencode/skills/shopify-admin-bulk-customer-tag-update in your project.

What does Shopify Admin Bulk Customer Tag Update need to run?

Going by SKILL.md and its folder, Shopify Admin Bulk Customer Tag Update needs the command-line tools its instructions call (shopify). Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI.

Does Shopify Admin Bulk Customer Tag Update 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 Bulk Customer Tag Update 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 Bulk Customer Tag Update use?

Shopify Admin Bulk Customer Tag Update 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 Bulk Customer Tag Update use?

About 2k tokens (SKILL.md is roughly 7.8k 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 Bulk Customer Tag Update?

Skills that share tags, products or a category with Shopify Admin Bulk Customer Tag Update: Shopify Review Triage (github/awesome-copilot, 40k stars), Shopify Debug Bundle (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Support (haacked/dotfiles, 134 stars) and Checkout Purchase (keypo-us/keypo-cli, 182 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shopify Admin Bulk Customer Tag Update?

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 Bulk Customer Tag Update

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