Agent skill

Shopify Admin Customer Note Bulk Annotator

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

Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context.

MITAuto-check passed

Install Shopify Admin Customer Note Bulk Annotator

skills CLI

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

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

GitHub CLI

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

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

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

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-customer-note-bulk-annotator -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-ops/shopify-admin-customer-note-bulk-annotator .github/skills/shopify-admin-customer-note-bulk-annotator && 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-customer-note-bulk-annotator" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-ops/shopify-admin-customer-note-bulk-annotator into .github/skills/shopify-admin-customer-note-bulk-annotator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-customer-note-bulk-annotator", 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-customer-note-bulk-annotator -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-customer-note-bulk-annotator --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-ops/shopify-admin-customer-note-bulk-annotator .opencode/skills/shopify-admin-customer-note-bulk-annotator && 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-customer-note-bulk-annotator" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-ops/shopify-admin-customer-note-bulk-annotator into .opencode/skills/shopify-admin-customer-note-bulk-annotator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-customer-note-bulk-annotator", 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-customer-note-bulk-annotator
GitHub stars: 194
Token cost: ~1.3k tokens
SKILL.md length: 402 words
Files: 1
Skills in repo: 116
Repo updated: Aug 14, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context.

Works in 3 steps: OPERATION: customers — query → Construct new note: if append: true,… → OPERATION: customerUpdate — mutation
SKILL.md covers Purpose, Prerequisites, Parameters and Safety, plus 6 more sections
Calls shopify

What it does

Shopify Admin Customer Note Bulk Annotator is an agent skill from 40RTY-ai/shopify-admin-skills. Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context.

Its SKILL.md is about 1.3k 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-customer-note-bulk-annotator”

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
Construct new note: if append: true, prepend [YYYY-MM-DD] to existing note (newline-separated); if append: false, replace with
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 Customer Note Bulk Annotator loads about 1.3k tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 402 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~41
When it runs · the whole SKILL.md, loaded when a task matches: ~1.3k

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). 402 words, ~1,336 tokens.

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

name: shopify-admin-customer-note-bulk-annotator
description: Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context.
compatibility: Claude Code, Cursor, Codex, Gemini CLI
role: customer-ops
toolkit: shopify-admin, shopify-admin-execution
api_version: 2025-01
graphql_operations: customers:query, customerUpdate:mutation
status: stable

Purpose

Queries customers matching a filter (tag, email list, or spend threshold) and appends a note to each customer record. Internal notes are visible to staff in Shopify Admin but not to customers. Used for post-campaign annotation, import source tracking, VIP flags, or support context.

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)
filter	string	yes	—	Customer filter query (e.g., `tag:vip`, `total_spent:>=500`)
note	string	yes	—	Note text to append to matching customers
append	bool	no	true	Append to existing note (true) or replace entirely (false)
dry_run	bool	no	true	Preview matching customers without executing mutations
format	string	no	human	Output format: `human` or `json`

Safety

⚠️ If append: false, this overwrites the existing customer note entirely. Existing notes will be lost. Default is append: true which safely appends with a timestamp prefix. Run with dry_run: true to confirm the customer list before committing.

Workflow Steps

OPERATION: customers — query Inputs: query: <filter>, first: 250, select id, displayName, note, pagination cursor Expected output: Matching customers with existing notes; paginate until hasNextPage: false
Construct new note: if append: true, prepend [YYYY-MM-DD] <note> to existing note (newline-separated); if append: false, replace with <note>
OPERATION: customerUpdate — mutation Inputs: id: <customer_id>, note: <new_note> Expected output: customer { id, note }, userErrors

GraphQL Operations

graphql

# customers:query — validated against api_version 2025-01
query CustomersByFilter($query: String!, $after: String) {
  customers(first: 250, after: $after, query: $query) {
    edges {
      node {
        id
        displayName
        defaultEmailAddress {
          emailAddress
        }
        note
        tags
      }
    }
    pageInfo {
      hasNextPage
      endCursor
    }
  }
}

graphql

# customerUpdate:mutation — validated against api_version 2025-01
mutation CustomerUpdateNote($input: CustomerInput!) {
  customerUpdate(input: $input) {
    customer {
      id
      displayName
      note
    }
    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: Customer Note Bulk Annotator         ║
║  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
  Customers matched:   <n>
  Notes updated:       <n>
  Errors:              <n>
  Output:              annotation_log_<date>.csv
══════════════════════════════════════════════

For format: json, emit:

json

{
  "skill": "customer-note-bulk-annotator",
  "store": "<domain>",
  "started_at": "<ISO8601>",
  "dry_run": true,
  "filter": "<query>",
  "note": "<text>",
  "append": true,
  "outcome": {
    "matched": 0,
    "updated": 0,
    "errors": 0,
    "output_file": "annotation_log_<date>.csv"
  }
}

Output Format

CSV file annotation_log_<YYYY-MM-DD>.csv with columns: customer_id, name, email, previous_note, new_note

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
No customers match filter	Filter too narrow	Exit with 0 matches

Best Practices

Always use append: true unless you explicitly intend to overwrite existing notes — staff notes may contain important history.
Include a datestamp in the note text itself (e.g., "2026-04-11: Campaign X participant") so notes remain interpretable months later.
Use dry_run: true to confirm the customer count before annotating — a broad filter can match thousands of customers unexpectedly.
For import-source tracking, annotate immediately after the import run to maintain a clear audit trail.

Files

Just SKILL.md in skills/customer-ops/shopify-admin-customer-note-bulk-annotator of 40RTY-ai/shopify-admin-skills.

Open the folder on GitHubat commit 6765cb4

Compare with similar skills

Shopify Admin Customer Note Bulk Annotator 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 Customer Note Bulk Annotator compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Shopify Admin Customer Note Bulk Annotator this skill40RTY-ai/shopify-admin-skills	194	—	~1.3k	Automated safety check: Pass	MIT	1 mo ago
ShopifyShopify/Shopify-AI-Toolkit	592	—	~4.2k	Automated safety check: Pass	MIT	yesterday
E-commerce Visual Copywritingfeichanggege/ecommerce-visual-copywriting-skill	858	—	~1.3k	Automated safety check: Pass	MIT	22 days ago
Reviewing Pull RequestsShopify/shopify-app-js	543	—	~1.9k	Automated safety check: Pass	MIT	today
Better Designmarvkr/better-design	254	—	~1.2k	Automated safety check: Pass	MIT	16 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 Customer Note Bulk Annotator

What does Shopify Admin Customer Note Bulk Annotator do?

Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context. Shopify Admin Customer Note Bulk Annotator is an agent skill from 40RTY-ai/shopify-admin-skills. Adds internal notes to customer records in bulk — useful for post-campaign flags, import annotations, or support context.

How do I install Shopify Admin Customer Note Bulk Annotator in Claude Code?

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

How do I install Shopify Admin Customer Note Bulk Annotator in Codex?

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

Can I use Shopify Admin Customer Note Bulk Annotator 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-customer-note-bulk-annotator -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-customer-note-bulk-annotator, .gemini/skills/shopify-admin-customer-note-bulk-annotator, .github/skills/shopify-admin-customer-note-bulk-annotator and .opencode/skills/shopify-admin-customer-note-bulk-annotator in your project.

What does Shopify Admin Customer Note Bulk Annotator need to run?

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

Does Shopify Admin Customer Note Bulk Annotator 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 Customer Note Bulk Annotator 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 Customer Note Bulk Annotator use?

Shopify Admin Customer Note Bulk Annotator 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 Customer Note Bulk Annotator use?

About 1.3k tokens (SKILL.md is roughly 5.3k 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 Customer Note Bulk Annotator?

Skills that share tags, products or a category with Shopify Admin Customer Note Bulk Annotator: Shopify (Shopify/Shopify-AI-Toolkit, 592 stars), E-commerce Visual Copywriting (feichanggege/ecommerce-visual-copywriting-skill, 858 stars), Reviewing Pull Requests (Shopify/shopify-app-js, 543 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 Customer Note Bulk Annotator?

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 Customer Note Bulk Annotator

Facts

At a glance

What it does

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Compatibility

Context cost

Safety

SKILL.md

Purpose

Prerequisites

Parameters

Safety

Workflow Steps

GraphQL Operations

Session Tracking

Output Format

Error Handling

Best Practices

Files

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