Shopify Review Triage
github/awesome-copilot
A skill your agent uses when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support brief.
Create a formal Shopify Return record for an order, specifying line items, quantities, and return reason — the first step in the native returns workflow.
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-return-initiation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-return-initiation --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/customer-support/shopify-admin-return-initiation .claude/skills/shopify-admin-return-initiation && 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-return-initiation" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-return-initiation into .claude/skills/shopify-admin-return-initiation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-return-initiation", 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/customer-support/shopify-admin-return-initiationType 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-return-initiation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-return-initiation --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/customer-support/shopify-admin-return-initiation .agents/skills/shopify-admin-return-initiation && 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-return-initiation" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-return-initiation into .agents/skills/shopify-admin-return-initiation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-return-initiation", 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-return-initiation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-return-initiation --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/customer-support/shopify-admin-return-initiation .cursor/skills/shopify-admin-return-initiation && 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-return-initiation" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-return-initiation into .cursor/skills/shopify-admin-return-initiation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-return-initiation", 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/customer-support/shopify-admin-return-initiation--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-return-initiation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-return-initiation --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/customer-support/shopify-admin-return-initiation .gemini/skills/shopify-admin-return-initiation && 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-return-initiation" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-return-initiation into .gemini/skills/shopify-admin-return-initiation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-return-initiation", 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-return-initiationInstalls 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-return-initiation -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/customer-support/shopify-admin-return-initiation .github/skills/shopify-admin-return-initiation && 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-return-initiation" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-return-initiation into .github/skills/shopify-admin-return-initiation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-return-initiation", 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-return-initiation -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-return-initiation --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/customer-support/shopify-admin-return-initiation .opencode/skills/shopify-admin-return-initiation && 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-return-initiation" agent skill from https://github.com/40RTY-ai/shopify-admin-skills/tree/main/skills/customer-support/shopify-admin-return-initiation into .opencode/skills/shopify-admin-return-initiation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-admin-return-initiation", 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-return-initiationCreate a formal Shopify Return record for an order, specifying line items, quantities, and return reason — the first step in the native returns workflow.
Shopify Admin Return Initiation is an agent skill from 40RTY-ai/shopify-admin-skills. Create a formal Shopify Return record for an order, specifying line items, quantities, and return reason — the first step in the native returns workflow.
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 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.
2 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 Return Initiation loads about 1.8k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 539 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). 539 words, ~1,826 tokens.
.claude/skills/shopify-admin-return-initiation/SKILL.md (or your agent's skills folder).Initiates a formal Shopify Return on a delivered order — specifying which line items to return, quantities, and reason. This creates the return record in Shopify's native returns system (distinct from simply issuing a refund). Used by support agents when a customer contacts them to return delivered items. The return record enables tracking, warehouse inspection, and exchange/refund resolution downstream. Note: returnCreate requires the order to be in FULFILLED status. For orders that haven't shipped yet, use cancel-and-restock instead. For already-returned items needing a refund, use refund-and-reorder.
shopify auth login --store <domain>read_orders, write_returns| 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 | false | Preview operations without executing mutations |
| order_id | string | yes | — | GID of the order (e.g., gid://shopify/Order/12345) |
| return_line_items | array | no | all fulfilled | Array of {fulfillment_line_item_id, quantity, reason, reason_note} to return |
| return_reason | string | no | OTHER | Default return reason for all items if not specified per-item: SIZE_TOO_SMALL, SIZE_TOO_LARGE, WRONG_ITEM, NOT_AS_DESCRIBED, DEFECTIVE, STYLE, COLOR, UNWANTED, OTHER |
| notify_customer | bool | no | true | Send return initiation notification email to customer |
⚠️ Step 2 executes
returnCreatewhich creates a formal return record and — ifnotify_customer: true— sends an email to the customer. This is appropriate only after verifying with the customer that a return is expected. Run withdry_run: trueto preview the return line items and quantities before committing.
OPERATION: order — query
Inputs: id: <order_id>
Expected output: Order name, displayFulfillmentStatus (must be FULFILLED — abort if not), fulfillments with fulfillmentLineItems including id, quantity, discountedTotalSet
OPERATION: returnCreate — mutation
Inputs: returnInput.orderId, returnInput.returnLineItems array (each with fulfillmentLineItemId, quantity, reason, customerNote)
Expected output: return.id, return.status: OPEN, userErrors
# order:query — validated against api_version 2025-01
query OrderForReturn($id: ID!) {
order(id: $id) {
id
name
displayFulfillmentStatus
displayFinancialStatus
customer {
id
defaultEmailAddress {
emailAddress
}
firstName
lastName
}
fulfillments {
id
status
fulfillmentLineItems(first: 50) {
edges {
node {
id
quantity
lineItem {
title
variant {
id
sku
}
}
discountedTotalSet {
shopMoney { amount currencyCode }
}
}
}
}
}
}
}# returnCreate:mutation — validated against api_version 2025-01
mutation ReturnCreate($returnInput: ReturnInput!) {
returnCreate(returnInput: $returnInput) {
return {
id
status
order {
id
name
}
}
userErrors {
field
message
}
}
}Claude MUST emit the following output at each stage. This is mandatory.
On start, emit:
╔══════════════════════════════════════════════╗
║ SKILL: return-initiation ║
║ 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
Order: <name>
Return ID: <id>
Line items included: <count>
Return status: <status>
Customer notified: <yes/no>
Errors: 0
Output: none
══════════════════════════════════════════════For format: json, emit:
{
"skill": "return-initiation",
"store": "<domain>",
"started_at": "<ISO8601>",
"completed_at": "<ISO8601>",
"dry_run": false,
"steps": [
{ "step": 1, "operation": "OrderForReturn", "type": "query", "params_summary": "order <id>", "result_summary": "<status>", "skipped": false },
{ "step": 2, "operation": "ReturnCreate", "type": "mutation", "params_summary": "<n> line items, reason: <reason>", "result_summary": "return <id>", "skipped": false }
],
"outcome": {
"order_name": "<name>",
"return_id": "<id>",
"return_status": "<status>",
"line_items_count": "<count>",
"customer_notified": "<true/false>",
"errors": 0,
"output_file": null
}
}No CSV output. The session summary reports the return ID and status. Line items included in the return are listed in the step 2 output.
| Error | Cause | Recovery |
|---|---|---|
displayFulfillmentStatus not FULFILLED | Order hasn't shipped yet | Use cancel-and-restock for unfulfilled orders |
fulfillmentLineItemId not found | Line item ID doesn't belong to this order's fulfillments | Re-query the order to get correct fulfillment line item IDs |
userErrors from returnCreate | Invalid quantity or reason | Check quantity doesn't exceed fulfillmentLineItem.quantity |
| Return already exists | A return was already created for these items | Check order returns in Shopify admin |
dry_run: true first — confirm the fulfillment line item IDs and quantities before creating the return record.return-initiation skill creates the return record only — it does not issue a refund. After inspecting the returned item, use refund-and-reorder to process the monetary refund.reason per line item when items have different return reasons — this improves your returns analytics in Shopify.refund-and-reorder with create_replacement: true to generate a replacement draft order.status will be OPEN after creation — it moves to IN_PROGRESS when a return label is generated and CLOSED when the refund is processed.© 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/customer-support/shopify-admin-return-initiation of 40RTY-ai/shopify-admin-skills.
Open the folder on GitHubat commit 6765cb4
Shopify Admin Return Initiation 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 Return Initiation this skill40RTY-ai/shopify-admin-skills | 194 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Shopify Review Triagegithub/awesome-copilot | 40k | — | ~4.2k | Automated safety check: Pass | MIT | |
| Shopify Debug Bundlejeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~784 | Automated safety check: Pass | MIT | |
| Supporthaacked/dotfiles | 134 | — | ~2.9k | Automated safety check: Pass | None | |
| Checkout Purchasekeypo-us/keypo-cli | 182 | — | ~880 | Automated safety check: Notes | None | |
| Afaafadtc/afa-dtc-skills | 168 | — | ~2.6k | Automated safety check: Pass | Custom licence |
github/awesome-copilot
A skill your agent uses when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support brief.
jeremylongshore/tons-of-skills-marketplace
Collect Shopify debug evidence including API versions, scopes, rate limit state, and request logs.
haacked/dotfiles
Support hero workflow — start a ticket investigation with auto-organized notes, find existing notes, or generate the weekly highlights log.
keypo-us/keypo-cli
A skill your agent uses when the user asks to buy a product from the Shopify store.
afadtc/afa-dtc-skills
AFA DTC 全链路独立站操盘系统——系统入口、一级路由器、工作流编排器,统筹品牌基建、付费获客、有机增长、变现留存、运营扩张五大业务线。Use when user mentions: 独立站, DTC, 电商, ecommerce, Shopify, 品牌站, 独立站运营, DTC品牌, 全链路, 操盘, 独立站诊断, 独立站增长, 独立站策略.
topoteretes/cognee
Build one company memory from a SQL database, a support ticket export and a folder of documents, linked into one graph by cognee, then answer questions that need several of those sources together.
40RTY-ai/shopify-admin-skills
Read-only: calculates average time from fulfillment creation to delivery by carrier using fulfillment and order data.
40RTY-ai/shopify-admin-skills
Read-only: aggregates shipping revenue charged to customers vs.
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.
Works with
Categories
Create a formal Shopify Return record for an order, specifying line items, quantities, and return reason — the first step in the native returns workflow. Shopify Admin Return Initiation is an agent skill from 40RTY-ai/shopify-admin-skills. Create a formal Shopify Return record for an order, specifying line items, quantities, and return reason — the first step in the native returns workflow.
Shopify Admin Return Initiation fits situations like: tasks that involve Customer support.
Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-return-initiation -a claude-code`. Or copy the skill folder (skills/customer-support/shopify-admin-return-initiation in 40RTY-ai/shopify-admin-skills) into .claude/skills/shopify-admin-return-initiation 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-return-initiation -a codex`. Or copy the skill folder (skills/customer-support/shopify-admin-return-initiation in 40RTY-ai/shopify-admin-skills) into .agents/skills/shopify-admin-return-initiation 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-return-initiation -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-return-initiation, .gemini/skills/shopify-admin-return-initiation, .github/skills/shopify-admin-return-initiation and .opencode/skills/shopify-admin-return-initiation in your project.
Going by SKILL.md and its folder, Shopify Admin Return Initiation 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 Return Initiation 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 7.3k 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 Return Initiation: 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.
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.